Kubernetes API
Container orchestration platform API that manages deployment, scaling, and operation of containerized applications across clusters, providing a REST API for all cluster management operations.
tfmcp
A Rust-based MCP tool providing AI assistants with 31 structured tools to manage Terraform environments, including plan analysis with risk scoring, state drift detection, workspace management, and security scanning.
oracle.oci-registry-mcp-server
Provides MCP server integration for Oracle OCI Container Registry, enabling container image management, artifact storage, and registry operations through AI agents.
osmmcp
An MCP (Model Context Protocol) server written in Go that exposes OpenStreetMap-related geospatial tools to LLM/MCP clients. It provides primitives such as geocoding/reverse geocoding, distance calculations, bounding box/centroid utilities, OSM tag-based queries and nearby place search, routing via OSRM (including route directions and sampling), route enrichment (e.g., emissions/cost/calories), and additional domain tools like EV charging station lookup and neighborhood/livability-style analysis.
oracle.oci-load-balancing-mcp-server
Oracle Cloud Infrastructure Load Balancing MCP Server provides a managed load balancing service for applications hosted on Oracle Cloud.
agentgate
AgentGate provides a human-in-the-loop approval workflow for AI agent actions. Agents request approvals via an authenticated HTTP API or an MCP server; a policy engine can auto-approve/auto-deny safe or dangerous actions and otherwise route decisions to humans through multiple channels (dashboard, Slack, Discord, email). It logs an audit trail and can notify external systems via signed webhooks with retries.
files-stdio-mcp-server
Provides a Model Context Protocol (MCP) stdio server that exposes sandboxed, mount-scoped filesystem tools for an AI agent to explore directories, read files (with checksums), search by name/content, and safely edit files using checksum verification, unified diffs, and optional dry-run previews; also supports basic structural operations (rename/move/copy/mkdir/delete/stat) within configured roots.
oracle.oci-organizations-mcp-server
MCP server for managing Oracle OCI multi-tenancy, organizational hierarchies, compartments, and governance policies across cloud resources.
Wassette
A security-focused runtime by Microsoft that executes WebAssembly Components via MCP, enabling AI agents to dynamically load and run sandboxed tools from an OCI registry without leaving the chat interface, using Wasmtime for browser-grade isolation.
MCPHub
A unified hub that aggregates multiple MCP servers behind a single HTTP/SSE endpoint, with a web dashboard, flexible per-server and per-group routing, AI-powered semantic tool discovery, OAuth 2.0, and hot-swappable configuration.
Unla (MCP Gateway)
Unla is a lightweight MCP gateway written in Go that converts existing REST APIs and MCP servers into MCP-compliant SSE or Streamable HTTP endpoints with zero code changes, providing multi-tenant management, OAuth pre-auth, JWT support, and hot-reload configuration.
MCP Proxy
A bidirectional proxy that bridges stdio and SSE/Streamable HTTP MCP transports, enabling clients like Claude Desktop (which only speak stdio) to connect to remote HTTP-based MCP servers, and vice versa.
dav-mcp
dav-mcp provides an MCP server (and optionally an HTTP interface) that exposes CalDAV (calendar), CardDAV (contacts), and VTODO/VTODO-over-CalDAV-style (tasks) operations as a set of agent-callable tools for creating, updating, querying, and deleting calendar, contact, and todo resources on a DAV server.
oracle.oci-management-agent-mcp-server
Oracle Cloud Infrastructure Management Agent MCP Server provides a management platform for Oracle Cloud resources.
oracle.oci-visual-builder-mcp-server
Provides MCP server integration for Oracle Cloud Infrastructure services.
privy-mcp-server
Provides an MCP server (Python) that connects to Privy.io’s API to manage users and wallets, including user lookup/creation/deletion, wallet creation and metadata updates, balance checks, and paginated transaction history. Intended for use with Claude Desktop and other MCP clients.
maas-mcp-server
maas-mcp-server is a Model Context Protocol (MCP) server that exposes MAAS (Metal as a Service) functionality as MCP JSON-RPC tools. It supports discovery of dynamically generated tools based on MAAS API documentation and can run via stdio (stdin/stdout) or an HTTP endpoint.
paperless-mcp
paperless-mcp is an MCP (Model Context Protocol) server that connects an AI assistant to a Paperless-NGX instance, exposing tools to list/search/download/upload and to manage documents, tags, correspondents, and document types.
MCP Router
A cross-platform desktop application that provides a unified dashboard for managing multiple MCP servers — toggling them on/off, grouping them into workspaces, enabling/disabling individual tools, and logging interactions — while keeping all data local.
oracle.oci-support-management-mcp-server
Provides MCP server integration for Oracle Cloud Infrastructure services.
aerospike-mcp-server
Aerospike MCP server that exposes Aerospike database operations (schema inspection, reads/queries, writes, index management, UDF management, and cluster monitoring) via Model Context Protocol tools, supporting stdio for local IDE integration and SSE for remote HTTP-based operation.
mcp-context-forge
mcp-context-forge (ContextForge) is an open-source registry and proxy/gateway that federates Model Context Protocol (MCP) servers, A2A agent-to-agent integrations, and REST/gRPC APIs behind a unified endpoint. It provides centralized discovery/management, rate limiting and authentication middleware, retry policies, translation/virtualization of non-MCP services into MCP-compatible servers/tools, and OpenTelemetry-based observability.
mysql-mcp-server
Provides an MCP server (and optional HTTP/REST mode) that connects to one or more MySQL/MariaDB instances and exposes read-only database introspection tools and controlled, row-limited SQL querying plus optional vector search. Intended for agent clients like Claude Desktop/Cursor to safely explore schemas and run safe read-only queries.
mcp-redmine
mcp-redmine is an MCP server that connects an AI client (e.g., Claude Desktop) to a Redmine instance, exposing tools to browse/search Redmine projects and issues, create/update issues, manage time entries, and upload/download attachment files, using Redmine’s OpenAPI coverage and httpx for HTTP requests.
tailscale-mcp-server
Provides an MCP (Model Context Protocol) server that manages Tailscale tailnet resources via the official Tailscale Go client library v2, exposing a large set of self-describing MCP tools (devices, keys, users/contacts, DNS/ACL policy, webhooks, logging, posture, tailnet settings).
memcp
memcp is a Python MCP server that provides persistent external memory for Claude Code. It stores insights in SQLite (including a MAGMA 4-graph with semantic/temporal/causal/entity edges) and larger context content on disk, exposing 24 MCP tools for remembering/recalling, context-as-variable management, searching, graph traversal, cognitive reinforcement/consolidation, retention lifecycle operations, and project/session organization. It also supports pre-compact auto-save hooks and can deploy RLM-style sub-agents for analysis/mapping/synthesis/entity extraction.
MCPCan
A centralized management platform for MCP services providing a web dashboard to deploy, configure, monitor, and authenticate MCP server instances with Kubernetes-native container orchestration, protocol conversion, and a service marketplace.
peta-core
Peta Core is a self-hosted control-plane/runtime for MCP (Model Context Protocol): it proxies MCP calls through a gateway, manages downstream server lifecycles, encrypts/stores credentials in a vault, enforces RBAC/ABAC policies (optionally with human-in-the-loop approvals), and writes structured audit logs. It also provides an embedded OAuth 2.0 authorization server and can expose anonymous/public access for selected servers.
rustchain-mcp
Provides an MCP (Model Context Protocol) server exposing tools that let AI agents interact with RustChain (wallets, balances, transfers, network stats), BoTTube (search, upload, voting/comment), and Beacon (agent discovery/messaging, channels, gas/contract-related operations). Also includes local wallet keystore management with encrypted private keys.
civic-ai-tools
An open-source toolkit that connects AI assistants to civic/public data sources via the Model Context Protocol (MCP). It includes (or wires up) MCP servers for Socrata-based NYC Open Data (e.g., 311, inspections, housing) and Google Data Commons, enabling natural-language querying and generation of analyses/visualizations against live civic datasets.
IoT-Edge-MCP-Server
Provides an MCP server for Industrial IoT/SCADA/PLC that unifies MQTT sensors/actuators and Modbus TCP/RTU device operations, with optional time-series storage (InfluxDB) and caching (Redis). Exposes MCP tools via HTTP endpoints using FastAPI (with /docs, /health, /metrics) for agent orchestration (e.g., PolyMCP). Includes a simulation mode for running without external hardware.
fs-mcp-server
Provides a local Model Context Protocol (MCP) server that exposes filesystem operations (list/read/write-like operations, mkdir/delete/copy/move, info, search, edit, and list_allowed_dirs). All operations are intended to be constrained to configured allowed absolute directories.
railway-mcp
railway-mcp is an unofficial community MCP (Model Context Protocol) server that lets MCP clients manage Railway.app infrastructure—projects, environments, services, deployments, variables, networks, and (partially) databases—via MCP tools using a Railway API token for authentication.
xlwings-mcp-server-fastmcp
Provides an MCP server (stdio transport) that uses xlwings to automate Microsoft Excel through session-based operations (open workbook sessions, read/write cell data, apply formulas, manage worksheets/ranges/tables, and create charts), with configurable session TTL and limits.
mysql-mcp-server
Provides an MCP server that offers read-only exploration and querying of MySQL databases: listing databases, listing tables, describing table schemas, and executing read-only SQL (SELECT/SHOW/DESCRIBE/EXPLAIN) with safeguards like timeouts, row limits, and query validation.
nexus
Nexus is a self-hosted router/aggregation layer for AI tooling: it unifies access to multiple Model Context Protocol (MCP) servers and LLM providers behind a single endpoint, with optional governance features like authentication, OAuth2 protection, CORS/CSRF protections, access control, and rate limiting (request- and token-based).
Drand
An MCP server that provides access to the drand network for obtaining verifiable random values. Enables AI agents and applications to fetch cryptographically secure random beacons and verify their validity.
JMX-MCP
JMX-MCP is a Model Context Protocol (MCP) server that exposes Java Management Extensions (JMX) data and operations to MCP clients (e.g., Claude Desktop) via JSON-RPC 2.0, using STDIO transport. It discovers MBeans, exposes JMX attributes as discoverable MCP resources, and provides MCP tools for listing domains/beans, reading/writing attributes, and managing JMX connections.
winremote-mcp
winremote-mcp runs a Windows “Model Context Protocol” (MCP) server on a Windows machine to enable remote desktop automation and administration for MCP-capable agents/clients (e.g., Claude Desktop, OpenClaw). It provides tools for screenshots, GUI input automation, PowerShell/shell command execution, file operations, system/process management, OCR, and screen recording. It supports API-key bearer auth, IP allowlisting, TLS, and an embedded OAuth 2.0 authorization server.
Nginx UI
A self-hosted web UI for managing Nginx servers with real-time monitoring, online configuration editing with validation, SSL certificate automation via Let's Encrypt, multi-server cluster support, and an MCP interface for AI-assisted configuration management.
oracle.oci-oracle-cloud-agent-mcp-server
Oracle Cloud Agent MCP Server supports various integrations and management capabilities for cloud services.
kubevirt-mcp-server
Provides a Model Context Protocol (MCP) server that exposes KubeVirt operations (VM lifecycle actions and read-only status/config data) as MCP tools, prompts, and structured resources/URIs. It uses KUBECONFIG to talk to a KubeVirt-enabled Kubernetes cluster.
WAIaaS
WAIaaS is a self-hosted wallet-as-a-service daemon that sits between AI agents and blockchains (Solana + EVM) to perform on-chain transactions with a policy engine and multiple authentication roles, exposing interfaces including a REST API, TypeScript/Python SDKs, an MCP server, and CLI/Admin UI.
memgraph-mcp-server
Provides an MCP server that lets an agent execute Cypher queries against a Memgraph database and fetch schema information, with a default block on destructive/unsafe queries unless explicitly enabled.
MCPGateway
MCPGateway is a universal MCP aggregation server that exposes a single HTTP/SSE endpoint (/mcp and /sse) to route to multiple upstream MCP servers (STDIO/HTTP/SSE), while applying aggressive token/context optimizations, result filtering/aggregation, sandboxed code execution, and providing a web dashboard for managing backends and tools.
mysql-mcp-server
Provides an MCP (Model Context Protocol) server for connecting to a MySQL database and exposing tools for SELECT-only querying, schema inspection (tables and columns), and execution-plan analysis via EXPLAIN/EXPLAIN ANALYZE. Also provides an execute tool for data-modifying statements (INSERT/UPDATE/DELETE) with a dry-run + confirmation token flow.
bizflycloud-mcp-server
Provides a Model Context Protocol (MCP) server (Go-based) that connects to Bizfly Cloud and exposes tools for managing cloud resources such as servers, volumes, load balancers, Kubernetes clusters, databases, DNS, CDN, KMS, container registry, autoscaling, and alerts/receivers via standard I/O for MCP clients (e.g., Cursor, Claude Desktop).
camofox-mcp
camofox-mcp is an MCP server that exposes a separate CamoFox browser server to MCP-compatible AI clients (stdio for local desktop clients; an optional HTTP mode for remote clients). It provides a toolset for web navigation, interaction, observation/extraction, downloads, and session/profile reuse.
kube-apiserver
kube-apiserver is the Kubernetes API server component. It provides the cluster’s Kubernetes REST API endpoints for managing and querying Kubernetes resources, including authentication/authorization, admission control, and request handling.
quay-mcp-server
Provides an MCP (Model Context Protocol) server exposing Quay container registry functionality as dynamically generated MCP tools. It auto-discovers relevant Quay API endpoints from Quay’s OpenAPI specification, supports parameter mapping, and optionally authenticates using an OAuth token.
toolsdk-mcp-registry
An open-source “MCP Registry & Gateway” that lets clients discover and execute Model Context Protocol (MCP) servers through a unified HTTP API. It supports bridging STDIO-based local MCP servers and remote Streamable HTTP servers, includes a sandboxed execution model, and provides an OAuth 2.1 proxy. It also exposes a publicly hosted registry dataset/index via JSON for programmatic discovery (data-only usage).
win-mcp-server
Provides an MCP server that lets AI agents interact with Windows hosts via WinRM, including interactive credential setup and remote PowerShell execution plus basic system/service/disk information tools.
vmware-esxi-mcp
Provides a Model Context Protocol (MCP) server that exposes VMware ESXi hypervisor management capabilities as MCP tools, including host operations, VM lifecycle actions, storage/network management, and resource monitoring.
dropbox-mcp-server
Dropbox MCP server (Go) that exposes Dropbox functionality (auth, file/folder operations, sharing, and revision history/restore) to AI assistants via the Model Context Protocol. Supports OAuth2 and large-file chunked uploads (per README).
mcp-wireshark
mcp-wireshark is a Python-based MCP server that exposes Wireshark/tshark functionality to MCP-compatible AI clients. It can run live packet capture, read/analyze .pcap/.pcapng files, apply display filters, follow TCP/UDP streams, and export analysis results (e.g., JSON) via defined MCP tools.
xliff-mcp-server
Provides an MCP server (Python) exposing tools to parse, validate, extract, and manipulate XLIFF and TMX localization files, including tag-preserving processing, replacement of XLIFF targets from translated content, and CSV/JSON exports. Also ships a skills/catalog workflow layer intended for agent-guided localization tasks.
searxNcrawl
searxNcrawl provides a minimal MCP server (STDIO and HTTP) plus CLI tools to search the web via SearXNG and crawl web pages/sites, extracting readable Markdown using Crawl4AI with configurable deduplication and optional authenticated crawling via Playwright storage_state.
k8s-mcp-server
Provides a Model Context Protocol (MCP) server that exposes Kubernetes API functionality (read-only resource inspection plus optional mutation like deleting pods and scaling deployments) over MCP transports (stdio by default and SSE).
sceptre-mcp-server
Provides a Model Context Protocol (MCP) server that exposes Sceptre CloudFormation management capabilities (stack lifecycle, querying, template rendering/validation, diff & drift, change sets, and project discovery) as MCP tools for AI agents.
time-mcp-server
Provides an MCP server with tools for current time retrieval by IANA timezone, converting times between timezones, reporting DST status, and returning time differences. Supports stdio (default) and SSE transports, and allows overriding detected local timezone.
controlplane-mcp-server
MCP server (used via Crossplane/Intelligent Functions) that exposes tools to read Kubernetes pod events and pod container logs from a given namespace/pod (and optional container).
gp-mcp-server
Provides a Spring Boot Model Context Protocol (MCP) server (streamable HTTP transport) exposing Greenplum/PostgreSQL database tools (schema discovery and query execution) with API-key authentication, policy enforcement (query validation, row/byte limits, allow-lists, redaction), and observability features (health, metrics, tracing).
kube-apiserver
kube-apiserver is the Kubernetes API server component that exposes the Kubernetes control-plane API (REST over HTTPS) used by kubectl, controllers, and other clients to manage cluster resources. It implements authentication, authorization, admission, persistence via etcd, and core admission/validation pathways.
vsphere-mcp-server
A Python Model Context Protocol (MCP) server that provides tool-based access to VMware vSphere (vCenter/ESXi) for infrastructure management. It exposes MCP tools for authentication credential caching, VM lifecycle operations, inventory lookups (hosts/datacenters/datastores), folder organization browsing, and network/VLAN discovery using the vSphere APIs.
k8s-mcp-server
Provides an MCP (Model Context Protocol) server exposing Kubernetes cluster interactions (discovery/listing/details/describe, logs, node/pod metrics, events, and resource create/update/delete), with optional Helm-related tooling and a read-only mode. Can run over stdio, SSE, or streamable-http transports.
PlexMCP-OSS
PlexMCP is an MCP (Model Context Protocol) gateway that orchestrates MCP servers behind a unified API/dashboard. It provides multi-tenant isolation, authentication (API keys and TOTP 2FA), audit logging, and usage analytics/billing, with a Rust/Axum backend and Next.js/TypeScript frontend.
tanzu-mcp-server
Provides a Model Context Protocol (MCP) server that exposes Cloud Foundry operations as 38/associated tools (apps, orgs/spaces, services, routes, network policies, cloning, and target/validation). Intended to be deployed on Cloud Foundry and accessed by an MCP client via the streamable HTTP transport.
xls-mcp-servers
Provides an MCP server (Python) exposing tools to read, write, create, and update Excel 97-2003 .xls (binary) files, including listing sheet names and retrieving basic spreadsheet metadata.
yt-mcp-server-odoo
Provides an MCP server/client in Python that lets AI assistants search, read, create, update, delete, and bulk-manage records in an Odoo ERP instance via MCP tools mapped to Odoo model operations. Configuration is done through environment variables, including an Odoo API key for authorization, and supports MCP stdio or streamable-http transport modes.
mcp
Provides a remote MCP server that lets an agent interact with Cloudflare’s APIs (up to thousands of endpoints) using a token-efficient Code Mode pattern. The agent searches Cloudflare’s spec server-side and then executes generated code that calls Cloudflare via an OAuth redirect flow or API token, returning results back to the agent.
ProxmoxMCP-Plus
ProxmoxMCP-Plus is a Python-based Model Context Protocol (MCP) server that exposes Proxmox virtualization operations (VM and LXC container lifecycle, power management, snapshots, backups, ISO/templates, and monitoring) via MCP tools, with an additional “OpenAPI integration” layer intended for REST-style access.
redis-mcp-server-adv
Provides an MCP server (stdio transport) that lets agentic applications perform natural-language or tool-call driven operations against a Redis instance, including common Redis data types, JSON, streams, pub/sub, and (via query engine) vector indexing/search. Also offers a "Lite Mode" that exposes generic Redis command execution tools.
dufs-mcp-server
Provides an MCP (Model Context Protocol) server that wraps the dufs API to perform file operations (upload, download, list/search, delete, create directory, move/rename, compute SHA256, and download a folder as a ZIP) using either stdio (MCP-native) or HTTP/SSE endpoints. Supports Basic Auth and configuration via environment variables.
pg-mcp-server
Provides a Model Context Protocol (MCP) server that connects to a PostgreSQL database and exposes MCP tools/resources for listing tables, retrieving table schema/sample data, and executing SQL queries through a controlled interface.
frappe-mcp-server
Provides an MCP server (and local HTTP endpoint) that lets AI assistants query and manipulate ERPNext/Frappe data using generic “doctype” tools, plus wrapper project analytics tools. It can connect to ERPNext via Frappe/ERPNext APIs and to an OpenAI-compatible LLM provider (including local Ollama).
kube-apiserver
Kubernetes kube-apiserver is the core Kubernetes control-plane API server that exposes the Kubernetes REST API, performs authentication/authorization, validates requests, and coordinates persistence and admission of cluster state changes.
mcp-gateway
mcp-gateway is a Rust-based MCP infrastructure that turns existing backends (HTTP/OpenAPI endpoints and stdio MCP servers) into a streamable HTTP MCP interface. It provides a multi-tenant gateway exposing profile-scoped MCP endpoints (/\{profile_id}/mcp) with auth and policy, and an adapter component that aggregates upstream sources into a single MCP endpoint (/mcp).
porkbun-mcp-server
Provides an MCP (Model Context Protocol) server over stdio that exposes Porkbun API (v3) capabilities as MCP tools for managing domains, DNS records, DNSSEC records, SSL/key retrieval, nameservers, and URL forwarding, plus domain availability checks.
dockerServerMangerGoMCP
A Go-based REST API ("Docker Server Manager Go MCP") for managing Docker resources via HTTP, including container lifecycle, images, volumes, networks, file copy, in-container command execution, and Docker Compose deployment/scale tracking. It also provides JWT authentication with role-based access control and persistence via PostgreSQL or SQLite using GORM.
kube-apiserver
kube-apiserver is the Kubernetes API server process. It exposes Kubernetes REST APIs used to authenticate/authorize clients, validate requests, and persist/retrieve cluster state via etcd, while orchestrating core Kubernetes APIs (e.g., resources, watches, admission control, and federation/aggregation).
apache-cassandra-mcp-server-by-cdata
Provides a local, read-only MCP server that wraps the CData JDBC Driver for Apache Cassandra and exposes tools to list tables/columns and run SQL SELECT queries over Cassandra data via Claude Desktop (stdio transport on the same machine).
kintone-mcp-server-by-cdata
Provides a local, read-only MCP server that exposes Kintone data via CData’s JDBC driver as MCP tools (get tables, get columns, run SELECT queries). Designed to be run as a local stdio MCP server for clients like Claude Desktop.
phpipam-mcp-server
Provides a Model Context Protocol (MCP) server that exposes phpIPAM operations (read/search/list and some write/admin actions) as MCP tools, using phpIPAM API access authenticated via a static App Code token over HTTPS.
pihole-mcp-server
Provides an MCP server (and CLI) to manage a Pi-hole DNS server from AI assistants/IDE clients, supporting both legacy Pi-hole (admin/api.php with API token) and modern Pi-hole (api/* with web interface password).
atlassian-mcp-server
Provides a Spring Boot MCP (SSE-based) server that performs Atlassian OAuth2 (Jira + Confluence Cloud), stores encrypted tokens in a database, refreshes tokens automatically, and exposes MCP “tools” for Jira issue operations and Confluence page/space operations.
harvester-mcp-server
Provides a Go-based Model Context Protocol (MCP) server that lets AI assistants interact with a Harvester HCI cluster by translating MCP requests into Kubernetes/Harvester API operations (CRUD-like actions for selected core and Harvester-specific resources) and returning human-readable, LLM-friendly formatted results.
ssh-mcp-server-copilot
Provides an MCP server (stdio transport) that lets VS Code Copilot Chat manage remote Linux hosts over SSH using natural-language queries mapped to a fixed set of template-based, policy-scoped tools (read-only, controlled mutation, and privileged operations requiring approval).
stac-mcp-server
An MCP (Model Context Protocol) server that exposes STAC (SpatioTemporal Asset Catalog) capabilities to agent tools, enabling LLM agents to search and retrieve STAC catalog/resource information via MCP.
ldap-mcp-server-by-cdata
Provides a read-only MCP (Model Context Protocol) server that exposes LDAP data via a CData JDBC Driver as MCP tools, enabling an MCP-capable client (e.g., Claude Desktop) to discover tables/columns and run SQL SELECT queries against LDAP data (no SQL required in typical usage).
mcp-hub
mcp-hub is a local (or self-hosted) management and routing server for Model Context Protocol (MCP). It centralizes lifecycle management of multiple MCP servers (STDIO for local processes and streamable-http/SSE for remote) and exposes a unified MCP endpoint (/mcp) plus a management REST API (/api/*) and event stream (/api/events) for monitoring status and capability changes.
netbox
NetBox is an open-source infrastructure resource planning (IPAM/DCIM) web application for managing data center and network assets such as racks, devices, circuits, IP addresses, and related operational metadata.
sandbox
AIO Sandbox is an all-in-one Docker-based sandbox for AI agents that exposes browser automation (VNC/CDP plus MCP tools), shell execution, file read/write/list/search operations, Jupyter code execution, and an MCP hub. It also provides a web-based VSCode Server and integrates pre-configured MCP servers (browser, file, shell, markitdown) running within the same container with a shared filesystem.
mcp-download
An MCP (Model Context Protocol) bridge that lets an AI client manage file downloads via structured tools: starting multi-thread/concurrent downloads, tracking progress, and managing tasks (list/get/pause/resume/cancel/cleanup), including optional persistent background operation and resumable downloads.
temporal-mcp-server
Provides a Model Context Protocol (MCP) server exposing tools for managing Temporal workflow orchestration (start/query/control/history) and schedule management. Supports running against local or remote Temporal instances, with Docker or PyPI-based execution, and configurable connection/TLS/API key settings.
zoho-creator-mcp-server-by-cdata
Provides a local MCP (Model Context Protocol) server that exposes Zoho Creator data as tools to an AI desktop client. It uses the CData JDBC Driver to translate Zoho Creator into relational tables, and offers MCP tools to list tables/columns and run read-only SQL SELECT queries over stdio.
talk-to-your-pc-mcp-server
Provides an MCP server that lets an AI assistant diagnose, inspect, and troubleshoot a user’s local PC by running OS-specific system commands (Windows PowerShell; macOS/Linux bash). Includes purported command validation, dangerous-command blocking, timeout protection, and shows executed commands/outputs for user verification.
sonarr
Sonarr is a self-hosted media management application that downloads and organizes TV series by monitoring sources (e.g., RSS/indexers) and using download clients to fetch matching releases, then renames and manages files.
mcp-server-postgres
Provides an MCP (Model Context Protocol) server that exposes PostgreSQL metadata and read-only query capabilities (primarily SELECT) via MCP tools. The server accepts dynamic database connection parameters per request and supports listing schemas/tables and running read-only queries with validation.
secure-mcp-gateway
secure-mcp-gateway is a Python-based gateway that sits between an MCP client and one or more MCP servers. It authenticates MCP client connections, discovers and caches tools exposed by MCP servers, optionally restricts which tools may be invoked, and can enforce input/output “guardrails” (e.g., injection/toxicity/PII handling) before forwarding requests and after returning responses. It also provides an administrative REST API secured by a generated admin API key (described in README).
uvicorn
Uvicorn is an ASGI web server for Python that runs ASGI applications and provides HTTP/1.1 and WebSocket support.
dynamics-365-business-central-mcp-server-by-cdata
Provides a local, read-only MCP server (stdio-based) that exposes Dynamics 365 Business Central data through tools that wrap the CData JDBC Driver as relational SQL models. It supports discovering tables/columns and executing SELECT queries via MCP JSON-RPC tools.
osdu-mcp-server
Provides a Model Context Protocol (MCP) server that exposes OSDU platform capabilities (health/entitlements, partition management, legal tags, schema management, search, and storage CRUD with versioning/batching) through conversational tool calls.
talos-mcp-server
Provides a Model Context Protocol (MCP) server for interacting with Talos Linux clusters using talosctl’s underlying gRPC/mTLS API. Exposes Talos cluster/node lifecycle operations, configuration/pache workflows, resource inspection, and supporting utilities like file browsing/reading, logs/dmesg, and etcd management.
mcp-server
A Python Model Context Protocol (MCP) server suite that exposes Huawei Cloud services as MCP tools, enabling AI agents to manage cloud resources (e.g., ECS, OBS, GaussDB and many other Huawei Cloud products) through standardized MCP transports such as http/sse/stdio.
oracle.oci-networking-mcp-server
An MCP server that exposes Oracle Cloud Infrastructure (OCI) Core Networking (VCN) service APIs, enabling AI agents to create and manage Virtual Cloud Networks, subnets, route tables, internet gateways, NAT gateways, security lists, network security groups, and other foundational OCI network resources.
parse-server
parse-server is a self-hosted Parse Server implementation that provides a Parse-compatible backend (REST API and real-time features depending on setup) for Parse SDK clients. It works as a server process connected to a database (commonly MongoDB) and exposes endpoints for data models, queries, users, sessions (depending on configuration), file uploads, and related Parse behaviors.
pgsql-mcp-server
A Model Context Protocol (MCP) tool server that connects to a PostgreSQL database (via DSN) and exposes MCP-callable tools to introspect schema (schemas/tables/columns/indexes/foreign keys) and run SQL for DQL/DML/DDL/DCL operations within transactions (as described).
quickbase-mcp-server-by-cdata
Provides a local, read-only MCP server that exposes Quickbase data as relational tables using the CData JDBC Driver for Quickbase. It runs as a stdio-based MCP server (intended for local clients like Claude Desktop) and offers tools to list tables/columns and run SQL SELECT queries via JSON-RPC tool calls.
sap-business-one-mcp-server-by-cdata
Provides a locally hosted, read-only MCP server that exposes SAP Business One data (via CData JDBC Driver for SAP Business One) to MCP-capable clients (e.g., Claude Desktop). It wraps the JDBC driver so the client can list tables/columns and run SQL SELECT queries through MCP tools.
singlestore_mcp_server-fastmcp
Provides an MCP (Model Context Protocol) server that lets MCP clients interact with SingleStore Management API to manage organizations/workspaces, operate on starter workspaces (create/resume/terminate), run SQL on a workspace, and manage SingleStore Spaces notebook files and jobs.
sonarr
Sonarr is a self-hosted media management application for organizing and downloading TV series. It manages show tracking, episode/file downloads via external download clients, and automates workflows based on configurable rules.
1mcp
1mcp is a central proxy/hub that aggregates multiple upstream MCP servers and exposes a unified streamable-http MCP interface to downstream clients. It discovers upstream tools/resources/prompts, prefixes capability names (e.g., serverName___toolName), routes downstream requests to the correct upstream server, and supports dynamic hot-reloading of the upstream server configuration with live capability updates.
docker_mcp_server
Provides a Model Context Protocol (MCP) server that exposes Docker Engine and Docker Swarm operations as MCP Tools, using the mcp_mediator framework to auto-generate tool interfaces from Docker client methods (optionally with @McpTool annotations).
ssas-mcp-server-by-cdata
Provides a read-only Model Context Protocol (MCP) server that exposes SQL Server Analysis Services data to MCP clients by wrapping the CData JDBC Driver for SQL Server Analysis Services. It supports listing tables/columns and executing SQL SELECT queries over the underlying SSAS data via MCP tools.
jamfpro-mcp-server
Provides a local Model Context Protocol (MCP) server that integrates with Jamf Pro APIs (Jamf Pro REST and Classic APIs) to allow AI tools to perform device/computer, mobile device, policy, and other management operations via MCP tool calls. Supports OAuth2 and Basic authentication to Jamf Pro and includes configuration for selecting toolsets and dynamic tool discovery.
simple-tempo-mcp-server
Provides an MCP (Model Context Protocol) server for Grafana Tempo that exposes tools to run Tempo trace searches and fetch detailed trace information, including some “intelligent” detection/handling of query formats and time range inputs.
active-directory-mcp-server-by-cdata
Provides a local, read-only MCP server that exposes Active Directory data through an MCP tool interface by wrapping the CData JDBC Driver for Active Directory. The server communicates over stdio for use with local MCP clients (e.g., Claude Desktop) and supports listing tables/columns and running SQL SELECT queries via MCP tools.
jenkins-mcp-enterprise
Provides a Python-based Model Context Protocol (MCP) server that connects to one or more Jenkins instances to diagnose build failures, explore sub-build hierarchies, trigger builds, discover job parameters, and extract/search log content. It supports configurable diagnostic rules and optionally semantic/vector search for cross-build similarity.
jolokia-mcp-server
Provides an MCP server that exposes Java/JMX management operations through the Jolokia JMX-over-HTTP bridge. Supports two modes: a standalone MCP server (connects to an existing Jolokia agent) and a JVM-agent MCP server (drops in as a JVM agent and opens an HTTP MCP endpoint).
k8s-diagnostics-mcp-server
An MCP (Model Context Protocol) server that provides Kubernetes diagnostic tooling for pods and clusters, including pod health analysis, cluster health overviews, pod log analysis for error patterns, and workload recommendations, backed by Kubernetes API access via in-cluster service account or kubeconfig.
k8s-mcp-server
Provides a Go-based Model Context Protocol (MCP) server that exposes Kubernetes resources as MCP tools (e.g., Pod/Deployment/Service/etc.) and also offers a generic custom-resource tool for CRDs. Operations are executed against a Kubernetes cluster using a provided kubeconfig.
mcp-gateway
Provides a deployable MCP Gateway (reverse-proxy via Nginx) and a MCP Registry/UI to register and govern MCP servers, discover tools (including schemas via ListTools), and route MCP client traffic to enabled backend MCP servers using per-service URL paths. Includes health checks and real-time UI updates via WebSockets.
square-mcp-server-by-cdata
Provides a local, read-only MCP server that exposes Square data as queryable tables/columns via a wrapped CData JDBC Driver. It runs as an MCP stdio server intended for use with local MCP clients (e.g., Claude Desktop) to retrieve live Square data without requiring users to write SQL.
hcl-domino-mcp-server-by-cdata
Provides a locally hosted MCP (Model Context Protocol) server that exposes HCL Domino data via CData JDBC Driver models. It is described as a read-only MCP server that lets LLM clients (e.g., Claude Desktop) discover tables/columns and run SQL SELECT queries through MCP tool calls over stdio.
gcloud-mcp
Provides an MCP (Model Context Protocol) server that lets AI assistants interact with Google Cloud via the gcloud CLI (and the repo also lists additional MCP servers for observability, storage, and backupdr). The gcloud server exposes tools such as running gcloud commands; some commands may be restricted by agent permissions.
mcp-server-time
An MCP (Model Context Protocol) server that provides time and timezone utilities (current time, formatting, parsing, timezone/DST info) and exposes them via MCP-compatible transports including SSE and a stateless HTTP "streamable" endpoint. It also includes health and Prometheus metrics endpoints and supports YAML/env-based configuration.
netsuite-mcp-server-by-cdata
Provides a local, read-only MCP server that wraps the CData JDBC Driver for NetSuite, exposing NetSuite entities as tools (get tables, get columns, run SELECT queries) so an AI client can query live NetSuite data via MCP over stdio.
PerformanceMonitor
SQL Server Performance Monitor provides free, open-source performance monitoring and alerting for SQL Server and supported cloud SQL platforms. It collects performance data via scheduled T-SQL collectors (Full edition uses SQL Agent and installs a monitoring database; Lite edition runs a desktop app and stores data locally using DuckDB/Parquet), renders dashboards and plan visualizations, and includes a built-in MCP server offering read-only tools for AI-assisted analysis based on the collected monitoring data.
excel-online-mcp-server-by-cdata
Provides a local, read-only MCP server that wraps CData’s JDBC Driver for Excel Online, exposing Excel Online content as relational tables/columns and allowing tool-based SQL SELECT queries via an MCP (stdio) interface for AI clients like Claude Desktop.
k8s-mcp-server
An MCP server that exposes Kubernetes read-only style tools to AI assistants: getting a specific Kubernetes resource and listing resources by kind with optional namespace and labelSelector filtering. It supports both in-cluster configuration and external kubeconfig.
postgres-mcp-server
PostgreSQL MCP server that enables an MCP client (e.g., Claude Code) to query a PostgreSQL database using the MCP protocol. It can be run directly or configured via a generated JSON MCP config, and it blocks potentially destructive SQL statements by default unless explicitly marked unsafe.
gcp-mcp-server
Provides an MCP server that exposes a subset of Google Cloud read-only data via MCP tools: listing and describing Projects, GKE/Container clusters, and Cloud Run services. Supports both stdio and SSE transport, implemented in Go with Cobra.
tencentcloud-live-mcp-server
Provides an MCP (Model Context Protocol) server that exposes Tencent Cloud Live APIs as MCP Tools for domain management, stream pull/relay task management, stream management, and transcoding template/rule management. It is intended to let an AI agent call these operations via natural-language tool invocation.
prefect-mcp-server
An MCP server that lets MCP clients (e.g., Claude Code) interact with Prefect resources for monitoring/inspection and some automation-like CLI-backed mutations (e.g., triggering deployments, cancelling runs). It authenticates to Prefect using local Prefect configuration or environment variables/HTTP headers, and can be run locally via stdio or deployed over HTTP (e.g., FastMCP Cloud).
istio-mcp-server
Provides an MCP server (Model Context Protocol) exposing read-only querying tools for Istio resources and related Envoy proxy configuration/status from Kubernetes clusters.
Log-Analyzer-with-MCP
Provides a Model Context Protocol (MCP) server that connects AI assistants to AWS CloudWatch Logs, enabling log browsing/searching, log insights-style querying, summarization, error pattern detection, and cross-service log correlation.
office-365-mcp-server-by-cdata
Provides a local, read-only MCP server that wraps CData’s Office 365 JDBC driver. The MCP server exposes Office 365 entities as tools (get_tables/get_columns/run_query) so an MCP-capable client (e.g., Claude Desktop) can query live Office 365 data without manually writing SQL.
oracle.oci-network-load-balancer-mcp-server
An MCP server that exposes Oracle Cloud Infrastructure (OCI) Network Load Balancer (NLB) service APIs, enabling AI agents to create and manage Layer 4 load balancers, backend sets, listeners, health checks, and routing policies for TCP/UDP traffic within OCI.
kafka-mcp-server
Kafka MCP Server is a Model Context Protocol (MCP) server that lets an LLM client interact with an Apache Kafka cluster using natural-language tool calls. It provides MCP tools to inspect Kafka (e.g., topics, consumer groups/lags, broker/controller info, offsets) and to operate on topics (e.g., produce messages, create topics, consume messages). It can be run locally via Docker or as a Go binary, and supports an optional “MultiplexTool” mode to batch multiple tool calls in a single request (with optional Gemini-backed PROMPT_ARGUMENT inference).
oracle.oci-full-stack-disaster-recovery-mcp-server
MCP server for Oracle OCI Full Stack Disaster Recovery service, enabling AI agents to manage DR protection groups, DR plans, run DR drills, and execute failover/switchover operations for OCI-hosted applications.
sap-hana-xs-advanced-mcp-server-by-cdata
Provides a read-only Model Context Protocol (MCP) server that wraps the CData JDBC Driver for SAP HANA XS Advanced, exposing underlying SAP HANA data as MCP tools (table/column discovery and SQL SELECT queries) for LLM clients like Claude Desktop.
solscan-mcp-server
MCP server that provides Solana blockchain data access to AI agents via the Model Context Protocol, allowing tools/queries to retrieve Solana on-chain information (e.g., addresses, transactions, blocks, program/asset-related data).
nacos-mcp-server
A Spring Boot-based MCP server that exposes tools for interacting with a Nacos cluster: listing and inspecting namespaces, configurations (including history), services (and instances), and cluster/node health and metadata via an MCP SSE endpoint.
oracle.oci-faaas-mcp-server
MCP server for Oracle OCI Functions as a Service (FaaS) - enabling AI agents to manage serverless function applications, deploy functions, invoke functions, and manage function configurations within Oracle Cloud Infrastructure.
oracle.oci-functions-mcp-server
MCP server exposing Oracle OCI Functions service APIs for serverless compute, enabling AI agents to manage function applications, deploy and invoke functions, manage configurations, and handle function lifecycle within Oracle Cloud Infrastructure.
mcp-server-aws-core
mcp-server-aws-core is an MCP server that exposes core AWS capabilities to an MCP-capable agent, enabling the agent to perform AWS-related actions (e.g., querying resources and invoking AWS operations) using AWS credentials configured for the server.
oracle.oci-migration-mcp-server
An MCP server that exposes Oracle Cloud Infrastructure (OCI) Migration service APIs, enabling AI agents to programmatically manage cloud migrations including discovering source environments, creating migration plans, and executing workload migrations to OCI.
sap-sybase-mcp-server-by-cdata
Provides a read-only MCP (Model Context Protocol) server that wraps a CData JDBC Driver for SAP Sybase, exposing Sybase data as SQL-queryable tools (get_tables, get_columns, run_query) over stdio for use by local MCP clients (e.g., Claude Desktop).
parse-server
parse-server is a Node.js/Express server that exposes a Parse-compatible backend API (e.g., for Parse-style objects, queries, file storage, and push related integrations depending on configuration). It can be used with a variety of data stores (commonly via the MongoDB adapter) to provide a REST-style Parse API.
workos-gdrive-mcp-server
workos-gdrive-mcp-server is an MCP (Model Context Protocol) server intended to expose Google Drive capabilities to an AI agent/workflow, typically via WorkOS-related integration patterns.
github-mcp-server-go
Provides a Go-based MCP (Model Context Protocol) server that exposes GitHub-related tools (e.g., repository search/create, branch and file operations, issue operations, commits, and various searches) backed by the GitHub REST API.
myob-accountright-mcp-server-by-cdata
Provides a local, read-only MCP server that exposes MYOB AccountRight data via CData JDBC driver models. The MCP server communicates over stdio to local AI clients (e.g., Claude Desktop) and offers tools to list tables/columns and run SELECT queries (SQL).
letsencrypt-nginx-proxy-companion
A Docker companion container that automates Let’s Encrypt certificate issuance/renewal for Nginx Proxy based setups (commonly with nginx-proxy/nginx-proxy-manager style), wiring certificate generation into the reverse-proxy workflow.
parking-mcp-server
MCP server that exposes parking-related functionality (e.g., searching/looking up parking or parking availability) to AI agents via the Model Context Protocol.
vagrant-mcp-server
Vagrant MCP Server (Go) provides an MCP server interface (stdio by default, SSE optional) that lets an AI agent create/manage Vagrant development VMs and run commands inside them, including host/VM file synchronization workflows and environment/tool setup. It is intended to run on the same host where Vagrant and a virtualization provider are installed so it can access the Vagrant CLI and virtualization drivers.
seamless
Seamless is a Python-centered and shell-centered workflow/caching system that wraps computations as content-addressed transformations (via checksums of code and inputs). It supports caching to avoid recomputation and remote/cluster execution for reproducibility testing. Results can be shared via checksum exchange or by sharing a local SQLite database mapping transformation checksums to result checksums.
mcp-server-google-maps
An MCP server that provides Google Maps-related capabilities to AI agents via the Model Context Protocol. The package name suggests it wraps Google Maps Web Services functionality (e.g., places/geocoding/routing/search) into MCP tools, allowing agents to call those tools as part of their reasoning workflows.
splunk-mcp-server-by-cdata
Provides a local, read-only MCP server that exposes Splunk data (via the CData JDBC Driver for Splunk) as MCP tools. Supports listing tables/columns and running SQL SELECT queries through a JSON-RPC interface over stdio.
mcp_command_server
Provides a JSON-RPC 2.0 HTTP API for executing shell commands on a server, with a pattern-based command exclusion/validation system (configured via exclude.yaml) and a /context endpoint that serves markdown API documentation.
odoo-mcp-server
Provides a Model Context Protocol (MCP) server (Go) that connects to an Odoo 17 instance via XML-RPC to expose ERP operations as callable MCP tools, primarily for inventory, purchase, and manufacturing (MRP) workflows. Includes optional webhook server configuration (e.g., Discord).
oracle.oci-web-application-acceleration-mcp-server
MCP server for the Oracle OCI Web Application Acceleration (WAA) service, providing AI agents the ability to manage CDN policies, caching configurations, and acceleration settings for web applications on Oracle Cloud Infrastructure — distinct from the combined WAAS offering.
hookdeck-cli
Hookdeck CLI is a Go-based CLI that (1) creates persistent Event URLs and forwards incoming Hookdeck events to a local HTTP server (a tunnel alternative to ngrok-like tools) and (2) manages Hookdeck Event Gateway resources (sources, destinations, connections, events, transformations). It can also run an Event Gateway MCP server ("hookdeck gateway mcp") to expose gateway capabilities as tools to MCP-capable AI clients.
hass-mcp-server
Provides a Model Context Protocol (MCP) server for Home Assistant using HTTP transport. It exposes MCP tools/resources/prompts/completions that let an AI assistant query Home Assistant state and call services, and it supports OAuth 2.0 authentication via an external OIDC server (hass-oidc-server), including dynamic client registration for remote use (e.g., Claude in a browser).
mcp-k8s-server
An MCP (Model Context Protocol) server that provides Kubernetes management tools to AI clients, enabling operations such as applying manifests (including server-side apply), dry-run validation, viewing/scaling workload resources, log streaming, port-forwarding, and multi-cluster context switching.
mcp-server-aws-terraform
An MCP server that helps an agent work with AWS and Terraform-related workflows by exposing tools for tasks such as Terraform configuration/plan/apply and AWS resource interactions (exact tool list not provided in the prompt).
mcp-server-fetch
MCP server (mcp-server-fetch) that provides a fetch capability to agents via the Model Context Protocol, enabling them to retrieve external resources as part of tool calls.
proxmoxer-mcp-server
MCP server that exposes Proxmox (virtualization) management capabilities to an AI agent via the Model Context Protocol, enabling tool-based actions against a Proxmox host/cluster.
sqlserver-mcp-server
Provides an MCP (Model Context Protocol) server that connects an AI agent to Microsoft SQL Server, enabling agent-driven database interactions (e.g., querying/inspecting SQL Server) via MCP tools.
crawl4ai-mcp-server
Provides an MCP (Model Context Protocol) server that exposes Crawl4AI web scraping/crawling capabilities (scrape, crawl, URL discovery, search, extract) to MCP clients such as Claude Desktop. It is intended to run as a remote service on Cloudflare Workers and supports OAuth and Bearer-token (API key) authentication.
lg-thermav-mcp-server
LG Therma V MCP server that exposes heat-pump controls and status to MCP clients by connecting to a Therma V heat pump over Modbus TCP.
muc-mcp-server
Provides an MCP (Model Context Protocol) server that exposes Munich public transport (MVG) data as callable tools for real-time departures, station search, station details, and a full station list.
opentelemetry-mcp-server
Provides an OpenTelemetry Model Context Protocol (MCP) server that exposes tools for configuring an OpenTelemetry Collector. It validates collector configuration using a collectorschema module and returns strict JSON schemas for collector components.
acumatica-mcp-server-by-cdata
Provides a local, read-only MCP (Model Context Protocol) server that exposes Acumatica data via CData JDBC driver models. It supports MCP tool calls for listing tables/columns and running SQL SELECT queries against the Acumatica backend.
esp32-mcp-server
Runs an MCP server on an ESP32-C6 that connects to WiFi (DHCP) and exposes MCP tools over TCP (port 3000). A Rust bridge process translates Warp’s MCP stdin/stdout protocol to the ESP32 MCP server over TCP. Includes tools for WiFi status, SmartLED/NeoPixel control, and basic arithmetic compute.
pdf-mcp-server
Provides an MCP server (Rust binary) to search for and download free, DRM-free technical book PDFs, manage a local PDF library, extract text from PDFs, and optionally upload PDFs to Google Drive for use with NotebookLM.
github-mcp-server
Provides a Model Context Protocol (MCP) server that exposes GitHub-related tools (e.g., listing/searching and creating issues/PRs, pending reviews, and issue priority analysis). Tools are described as stateless and require authentication with permission checks.
metrics-server
metrics-server (Kubernetes) aggregates and exposes resource metrics (CPU/memory) for Horizontal Pod Autoscaler (HPA) and related autoscaling/metrics consumers via the Kubernetes Metrics API (/apis/metrics.k8s.io).
mcp-server-aws-canvas
An MCP server integration for AWS Canvas (based on the package name), intended to let an MCP-capable agent interact with AWS resources via tools exposed by the server.
cloudwatch-appsignals-mcp-server
An MCP server that enables agents to query Amazon CloudWatch Application Signals (application-level metrics/traces) through MCP tools/actions.
mysql-mcp-server
Provides an MCP (Model Context Protocol) server that exposes MySQL capabilities to an AI agent, enabling the agent to connect to a MySQL database and run SQL queries via MCP tools.
oracle.oci-fleet-application-management-mcp-server
MCP server for Oracle OCI Fleet Application Management (FAM), enabling AI agents to manage fleets of applications, perform patch management, compliance checking, and lifecycle operations across multiple OCI resources and environments.
mcp-server
An MCP (Model Context Protocol) server that runs user-provided code inside isolated, resource-limited sandbox environments using runc/OCI containers. It supports multiple programming languages via language-specific handlers and offers persistence for sandbox state via SQLite. It can expose MCP over stdio or HTTP/WebSocket and includes configurable security policies and audit logging.
pinme
PinMe is a zero-config CLI tool that uploads/export static frontend content to an IPFS-based publishing system, producing preview URLs and optionally binding content to a domain (PinMe subdomains and custom DNS) using an AppKey/VIP membership.
tuya-mcp-server
tuya-mcp-server is an MCP server that bridges an MCP-capable agent to Tuya/Smart-home style device control and data access (e.g., discovery and interacting with Tuya devices) using the Tuya integration backend it wraps.
MCPtrace
Provides an MCP (Model Context Protocol) server that generates and executes bpftrace kernel tracing programs from AI assistant requests, including discovery/listing of available probes and asynchronous execution with later polling for results.
tc-weather-mcp-server
tc-weather-mcp-server is an MCP server intended to provide weather-related capabilities (typically backed by an external weather provider) to AI agents via the Model Context Protocol.
zopen-mcp-server
A Go-based Model Context Protocol (MCP) server that exposes a set of `zopen` command-line operations (list/query/install/remove/upgrade/info/version) as MCP tools. It supports stdio-based local execution (run tools on the same machine) and an optional remote mode that uses SSH to run `zopen` against a target z/OS system.
nimbletools-core
NimbleTools Core is an open-source MCP runtime layer that deploys MCP tools (stdio command-line or HTTP-based) as scalable production HTTP services using Kubernetes (Helm/operator/CRD). It also provides a management REST API for workspaces/servers and integrates with a registry for service discovery and deployment.
spring-boot-ai-cloudflare-r2-mcp-server
Provides a Model Context Protocol (MCP) server (implemented with Spring Boot / Spring AI) that exposes Cloudflare R2 object storage operations such as bucket management and object upload/download/list/metadata/delete. Configuration is done via R2 access key, secret key, and endpoint.
proxmox-mcp-server
Provides a Model Context Protocol (MCP) server exposing many Proxmox VE administrative operations (read-only inventory/status plus high-impact actions like create/clone/migrate/shutdown, storage provisioning, and access control) as MCP tools.
workday-mcp-server-by-cdata
Provides a local, read-only MCP server that exposes Workday data via the CData JDBC Driver, wrapping the JDBC driver’s relational/SQL model behind simple MCP tools (get tables/columns and run a SELECT query) over stdio for use with local MCP clients (e.g., Claude Desktop).
zstack-mcp-server
An MCP (Model Context Protocol) server implementation for “zstack” that exposes ZStack-related functionality to MCP-compatible AI agents/tools.
fake-gcs-server
fake-gcs-server provides a local/emulated Google Cloud Storage (GCS) compatible server for development and testing, typically exposing an HTTP API that mimics GCS behavior (e.g., buckets/objects) without using the real cloud.
geoserver
GeoServer is an open-source server for publishing and sharing geospatial data. It exposes geospatial services (notably OGC standards such as WMS/WFS/WCS) and enables configuring data stores and styling to serve maps and geodata over HTTP.
orange-mcp-server-pox
An MCP server that exposes tools/resources/prompts for controlling and inspecting a POX (POX SDN controller) environment, including listing datapaths, fetching flow stats, setting flow tables, and appending network insights, plus resources for topology and a network configuration memo.
mcp-pdf-tools
Provides an MCP server that offers PDF manipulation tools such as merging PDFs, extracting pages, and searching for/locating related PDFs via text/regex-based approaches.
pggm-mcp-snowflake-server
An MCP server (pggm-mcp-snowflake-server) that connects an agent to Snowflake, exposing Snowflake-related capabilities as MCP tools so an AI agent can query and/or manage data in Snowflake via the MCP protocol.
SolonMcpSlsLogServer
Provides a Java-based MCP (Model Context Protocol) server (using Solon AI MCP) that exposes multiple SSE endpoints for tools, including an Alibaba Cloud SLS (Simple Log Service) log-query interface plus auxiliary endpoints for general tools, weather, prompt management, and resource management. Intended for integration with Cursor via MCP configuration.
wiki-mcp-server
The wiki-mcp-server package is an MCP (Model Context Protocol) server that exposes wiki content and/or wiki-related operations to AI agents via MCP tools. This lets an agent query and retrieve wiki information as part of its context during reasoning and task completion.
iconserver
iconserver is an image/icon proxy service that serves icon assets (e.g., from an upstream source or local resources) via HTTP, typically transforming/caching requests so clients can fetch consistent icon URLs.
airbyte-api-server
airbyte-api-server is an Airbyte component that exposes an API surface for interacting with Airbyte (commonly used to control/run syncs and manage operations). It typically serves as the API layer behind Airbyte’s server/worker stack rather than being a standalone data connector service.
ask
ASK (Agent Skills Kit) is a Go-based CLI (and optional web/desktop UI) for managing “agent skills” from multiple sources. It installs/uninstalls skills, syncs them across multiple agent products (e.g., Claude, Cursor, Codex, Copilot, Windsurf, Gemini CLI, OpenClaw), supports version locking via an ask.lock file, and provides a security scanning/audit workflow plus offline/private-repo support.
polygon-mcp-server
polygon-mcp-server is an MCP (Model Context Protocol) server that exposes Polygon blockchain-related capabilities to MCP-compatible AI agents, allowing them to query/act on Polygon data via MCP tools.
parse-server
parse-server is a Node.js server that implements the Parse API spec (Parse backend) so you can build Parse-style applications. It persists data via supported database adapters (e.g., MongoDB) and supports Parse features like classes/objects, queries, file storage, push, and Cloud Code (depending on configuration).
polardb-openapi-mcp-server
An MCP server that exposes PolarDB-related operations via an MCP interface, likely leveraging an OpenAPI definition to provide structured actions/tools for agents to call against PolarDB resources.
ton-mcp-server
MCP server for TON-related functionality, exposing TON capabilities as MCP tools to AI agents.
whois-mcp-server
An MCP server that provides WHOIS lookup capabilities to AI agents (e.g., to query domain registration/registrar and related WHOIS records) via MCP tools.
handbrake
HandBrake is a free/open-source video transcoder that converts media files into formats such as MP4/MKV/MP4-compatible variants by applying codecs, containers, and encoding settings.
oracle.oci-weblogic-management-mcp-server
MCP server for Oracle WebLogic Server for OCI management, enabling AI agents to provision, configure, manage, and monitor Oracle WebLogic application server deployments on Oracle Cloud Infrastructure — including creating domains, managing clusters, and scaling WebLogic stacks.
use-aws-mcp-server
A template/wrapper MCP server for using AWS services from an AI agent via the Model Context Protocol (MCP). It is intended to expose AWS-related actions/tools to the agent.
billing-cost-management-mcp-server
An MCP server intended to help with billing cost management by exposing functions/tools (via the Model Context Protocol) related to retrieving and analyzing cost/billing information.
k8s-mcp-server
k8s-mcp-server is an MCP (Model Context Protocol) server that exposes Kubernetes-related capabilities to AI agents via MCP tools, enabling agents to inspect and operate on cluster resources through a standardized interface.
mcp-server-aws-lambda
An MCP server implementation intended to integrate with AWS Lambda, allowing an MCP-capable agent to invoke or interact with AWS Lambda-related capabilities through MCP tools.
takanarishimbo-rosbridge-mcp-server
A Model Context Protocol (MCP) server intended to expose ROS (Robot Operating System) capabilities through tools that connect to a ROS bridge via WebSocket, enabling AI assistants to monitor and publish ROS topics.
eureka-server
eureka-server is a server-side component for Netflix Eureka, providing service discovery for microservices by registering service instances and allowing clients to query instance metadata for locating and load-balancing requests.
mongo-mcp-server
Provides a Go-based MongoDB-backed server that exposes gRPC operations for managing models, contexts, executing protocols, tracking protocol execution status, and storing/retrieving arbitrary data. It also mentions an MCP-style (Model Context Protocol) and Cursor IDE integration via a /mcp prefix.
qbittorrent
qBittorrent is a BitTorrent client (UI + API) for managing torrent downloads/uploads. The package typically refers to running qBittorrent and interacting with its Web UI/API to add torrents, monitor status, and control sessions.
ask-starknet-mcp-server
Provides a Zed Editor context server/extension that exposes the ask-starknet MCP server tools inside Zed, letting an AI assistant query Starknet blockchain data and (optionally) deploy/interact with smart contracts using configured RPC and LLM provider keys.
shipboss-mcp-server
MCP server package that exposes ShipBoss-related functionality to an AI agent via the Model Context Protocol (MCP).
zed-mcp-server-buildkite
Provides an MCP (Model Context Protocol) integration for Zed to browse and interact with Buildkite CI/CD resources such as pipelines, builds, jobs/logs, and build artifacts using a Buildkite API token configured in Zed.
eureka-server
eureka-server provides an implementation of Netflix-style Eureka service discovery (Eureka Registry) to help microservices register their instances and discover other services through a central registry.
mcp-server-aws-cdk
mcp-server-aws-cdk is an MCP server package intended to expose AWS CDK-related functionality to an agent via the Model Context Protocol (MCP). It is generally used to help agents scaffold, reason about, or generate AWS CDK constructs/templates through a standardized MCP interface.
xlsx-mcp-server
An MCP server that exposes functionality for working with Excel/Spreadsheet (XLSX) data via the Model Context Protocol, enabling agents to read/transform spreadsheet contents through MCP tools.
embabel-mongo-mcp-server
A demo Model Context Protocol (MCP) server (Spring Boot + Embabel) that exposes MongoDB operations as MCP tools over an SSE endpoint (/sse). It can list databases/collections, run simple/complex JSON queries, manage indexes, create collections, and insert documents. It is intended as an example for building MCP servers that bridge AI agents to MongoDB.
go-mcp-file-server
A local Go-based MCP file-system server for querying and opening files via MCP (SSE endpoint), indexing files with SQLite and exposing MCP client remote calls (and optionally UI interactions).
osm-mcp-server
An MCP server package intended to expose OpenStreetMap (OSM) data/operations to AI agents via the Model Context Protocol (MCP).
ATSPI-MCP-Server
Provides an MCP server that reads Linux accessibility tree/state via ATSPI (Assistive Technology Service Provider Interface), exposing system accessibility context to an MCP client.
mcp-server-k8s-go
Provides an MCP server (stdio transport) intended to interact with Kubernetes using Go. The README shows how to run it for local testing and how to configure it as a local MCP server (with KUBECONFIG) in clients like Cline.
tablestore-mcp-server
tablestore-mcp-server is an MCP (Model Context Protocol) server wrapper for interacting with Alibaba Cloud Tablestore, exposing Tablestore operations to MCP-capable agents/tools.
aws-core-mcp-server
MCP server integration layer intended to expose AWS-related capabilities to an MCP-capable agent/runtime (e.g., for listing/querying AWS resources and/or performing AWS actions) via the Model Context Protocol.
dgraph-mcp-server
Provides an MCP (Model Context Protocol) server that lets MCP-capable LLM applications interact with a Dgraph database via tools for running DQL queries, executing RDF mutations, altering the schema, and retrieving the current schema.
mcp-server-mysql
An MCP (Model Context Protocol) server that connects to a MySQL database and exposes operations to list tables, read table contents, and execute SQL queries via a structured, agent-facing interface, using MySQL credentials supplied via environment variables.
pointr-cloud-mcp-server
An MCP server package for integrating with Pointr Cloud via Model Context Protocol, exposing Pointr-related capabilities to an MCP-capable agent/runtime.
python-alfresco-mcp-server
Provides an MCP server (Python-based) that exposes Alfresco functionality to AI agents via the Model Context Protocol.
time-server-mcp-cyf
Provides an MCP server for time-related data (e.g., current time/date) via a tool-based interface for AI agents.
beam_flink1.16_job_server
beam_flink1.16_job_server is a Beam (Apache Beam) Flink 1.16 job server component that supports executing Beam pipelines on Flink by providing a job submission/control layer targeted to that Flink version.
docker-tika-server
docker-tika-server provides a containerized Apache Tika server setup for extracting/parsing text and metadata from documents via HTTP, using Apache Tika under the hood.
winrm-mcp-server
An MCP server for working with Windows Remote Management (WinRM). It exposes WinRM-related capabilities to AI agents via the Model Context Protocol (MCP), allowing them to connect to Windows hosts and perform remote operations (e.g., run commands) through the MCP tool interface.
geoserver
GeoServer is an open-source server for publishing and sharing geospatial data. It provides services (e.g., WMS/WFS/WCS and others depending on configuration) for clients to query and render spatial datasets from various data stores.
tdengine-mcp-server
Provides an MCP (Model Context Protocol) server integration for TDengine (open-source time-series database), enabling AI agents to interact with TDengine via MCP tools.
catalog-api-mcp-server
MCP (Model Context Protocol) server “pilot” used from VS Code to validate or manage the state of P&C, exposing locally configured MCP tools (as defined in the referenced Java service).
mcp-server-aws-diagram
An MCP server intended to help generate AWS architecture diagrams (or diagram representations) from AWS-related information, and expose that capability to LLM/agent clients via the Model Context Protocol.
certbot-dns-cloudflare
certbot-dns-cloudflare is a Certbot DNS authentication plugin that automates DNS-01 challenges in Cloudflare by creating and removing the required TXT records so Let’s Encrypt certificates can be issued/renewed.
mbtiles-server
mbtiles-server is a server for serving map tiles from MBTiles (typically rendering/serving the /z/x/y tile endpoint backed by an MBTiles file).
peerflix-server
peerflix-server is a server component for peerflix, enabling streaming video via WebTorrent/P2P from a server process while exposing a local HTTP/web interface for playback.
weather-mcp-server-wl
weather-mcp-server-wl appears to provide an MCP (Model Context Protocol) server for retrieving weather information for use by AI agents.
ipv6-hosts
Provides an IPv6-focused hosts file (and scripts) intended to speed up access by mapping domains (e.g., Google/YouTube/Facebook/Wikipedia) to their corresponding IPv6 addresses. Includes a Python script (update_hosts.py) to query DNS (default AAAA) and regenerate a hosts file, and a shell script (merge_snippets.sh) to combine host snippets.
mcp-oauth-gateway
mcp-oauth-gateway is an experimental OAuth 2.1 authorization layer for MCP servers. It fronts MCP endpoints with an OAuth authorization server (GitHub as IdP) and supports dynamic client registration, user login (web/device flows), token issuance (JWT/refresh), and forwarding/authentication for MCP HTTP transport, without modifying the upstream MCP server code (wrapping/bridging for HTTP transport is used).
qbittorrent
qBittorrent (qbittorrent) is a self-hostable BitTorrent client providing a web UI and optional remote control interface to manage torrents (add/remove, start/stop, view status, etc.).
static-server
static-server is a tool/package for serving static files over HTTP (e.g., for local development and simple static hosting), typically mapping a directory on disk to web URLs and providing basic file responses.
tf-mcp-server
MCP server package intended to expose Terraform-related functionality to an AI agent via the Model Context Protocol (MCP). It acts as an adapter between agent tooling and Terraform workflows (e.g., inspecting/planning/applying), depending on the specific server implementation.
nginx
nginx is a high-performance web server and reverse proxy used to serve static content, terminate TLS, load-balance upstream services, and route HTTP/S traffic using configurable rules (e.g., URI/path-based routing, headers, rewrites).
qemu-mcp-server
An MCP (Model Context Protocol) server intended to provide an AI-agent friendly interface for interacting with QEMU instances (e.g., starting/controlling VMs/emulation) via MCP tools.
s3-mcp-server-java
Provides an MCP (Model Context Protocol) STDIO server (Spring AI based) that exposes S3-style operations (bucket and object management plus presigned URL generation) against Amazon S3 and S3-compatible object storage systems.
sap-bdc-mcp-server
MCP server package intended to expose SAP BDC-related capabilities to an AI agent via the Model Context Protocol. The repository name suggests it provides MCP tools that wrap SAP Business Data/Build/Control (BDC) functionality, enabling agents to retrieve and/or operate on SAP BDC artifacts through structured MCP calls.
teamcenter-mcp-server
MCP (Model Context Protocol) server that exposes Teamcenter-related capabilities to AI agents via MCP tools. Used to let an agent query or act on Teamcenter data/workflows through a standardized MCP interface.
unrar
unrar is a software/library for extracting and managing RAR archives (e.g., listing contents, testing archives, and extracting files).
youtube-dl-server
youtube-dl-server runs server-side endpoints that wrap youtube-dl (or yt-dlp) functionality to fetch metadata and download media/streams from YouTube and similar sites, typically by passing a video URL and desired options to the server.
putio-mcp-server
putio-mcp-server is an MCP server that exposes put.io (putio) account capabilities to AI agents via the Model Context Protocol, enabling tasks like listing and downloading media and managing files through MCP tools.
kubernetes-mcp-server
kubernetes-mcp-server is a Go-based MCP server intended to expose Kubernetes-related capabilities to agents via the Model Context Protocol (MCP). Based on the repository name/metadata alone, the exact tools, schemas, and behavior cannot be verified from the provided data.
mcp-server-benborla-mysql
An MCP server that connects an agent to a MySQL database, exposing database-related capabilities as MCP tools (name suggests a MySQL-specific MCP implementation).
registry
A registry repository for curating and validating BioContextAI biomedical MCP servers. It maintains a structured registry (via meta.yaml + schema.json), with tooling and CI checks to validate MCP server metadata and publish a registry JSON/UI listing.
userver
userver is a C++ server framework/library for building high-performance network services (HTTP/RPC-style microservices). It provides infrastructure for asynchronous request handling, routing, middleware, dependency injection/service setup, and integration with common components (logging, metrics, database clients).
core
OpenSumi core framework for building AI-native IDE products, including support for Model Context Protocol (MCP) clients to connect to MCP server tools.
guacd
guacd (from FreeRDP) is a server component that proxies Remote Desktop Protocol (RDP) connections by handling the RDP-to-connection transport conversion used by web-based clients (commonly via Apache Guacamole).
nuxeo-mcp-server
Provides an MCP (Model Context Protocol) server for the Nuxeo platform, enabling agents to create/modify/delete and search folders and documents, and to extract document text content.
pdf-extraction-mcp-server
An MCP server intended to extract information from PDF documents (typically via text/content extraction and optional parsing), exposing that capability to AI agents through the Model Context Protocol (MCP).
zed-mcp-server-digitalocean
A Zed extension that exposes DigitalOcean's MCP server inside Zed's Agent panel by downloading the @digitalocean/mcp Node package and launching it via Node. It forwards a required DigitalOcean API token and optional configuration (enabled services, API endpoint override) so Zed can use MCP tools for DigitalOcean resources.
prime-mcp-server
prime-mcp-server appears to be part of a Prime Intellect Python monorepo providing CLI/SDK functionality for GPU resource management, remote sandboxes, environments, pod lifecycle management, evaluations, and team context switching; authentication is handled via an API key via the CLI, and there is an MCP server component included in the repository (per manifest pythonpath), though the README content provided does not describe the MCP interface details.
vmware-workstation-pro-mcp-server
MCP server wrapper intended to expose VMware Workstation Pro functionality/tools to an AI agent via the Model Context Protocol (MCP). Enables agent-driven workflows around a local VMware Workstation Pro environment (e.g., inspecting/controlling VMs) through MCP tools.
zmp-alert-mcp-server
An MCP (Model Context Protocol) server intended to integrate “ZMP alerts” into an MCP-capable agent workflow, exposing alert-related capabilities via MCP tools/endpoints.
ddev-dbserver
ddev-dbserver is part of the ddev ecosystem and is used to run/manage a local database server for development environments (typically via ddev).
devpi-server
devpi-server is a self-hosted Python package index and build coordination server (part of devpi) that provides package upload, indexing, and environment/workflow features for managing Python package releases (including multiple indexes and stages).
mcp-server-bitcoin
An MCP (Model Context Protocol) server intended to expose Bitcoin-related capabilities to AI agents via MCP tools (e.g., querying Bitcoin data).
tidb-mcp-server
Provides an MCP (Model Context Protocol) server interface to interact with a TiDB/TiDB-compatible database, exposing database operations as MCP tools for agent workflows.
nginx
nginx is a high-performance web server and reverse proxy for HTTP/HTTPS traffic, supporting load balancing, caching, TLS termination, and flexible request routing via configuration.
nginx-static-file-server
nginx-static-file-server provides a lightweight way to serve static files using Nginx, typically via a containerized Nginx setup and configuration to map URLs/paths to a static content directory.
pypiserver
pypiserver is a self-hosted PyPI-compatible package index/server that allows publishing and serving Python package artifacts (sdists/wheels) over HTTP, typically used for internal/private Python package distribution.
vedb-mysql-mcp-server
An MCP server that exposes MySQL/SQL database access (via the vedb-mysql capability) to LLM agents through the Model Context Protocol, enabling agent-driven querying and retrieval from a MySQL database.
nats-server-config-reloader
Automatically reloads NATS Server configuration when the configuration source changes, typically enabling dynamic updates without manual restart.
pulsar-mcp-server
Provides an MCP server (Java/Spring Boot + Spring AI MCP starter) that exposes Apache Pulsar administrative tools (tenants/namespaces/topics/brokers/clusters/functions) and client messaging tools (produce/consume messages). Includes configuration-based feature flags and a security profile concept (read-only default, write mode via Spring profile).
zhangyuepeng-mcp-weather-server
An MCP weather server that provides weather-related data/functions to AI agents via the Model Context Protocol, likely backed by an external weather provider API.
nodejs-http-server
nodejs-http-server is a Node.js library/package intended to help start an HTTP server (generic web server scaffolding/utility). Without the repository README/package manifest content, details about routes, configuration options, middleware, and error behavior cannot be verified.
pdfitdown-mcp-server
An MCP server package intended to help agents download or process PDFs from provided inputs/URLs (based on the name pdfitdown-mcp-server and MCP-server naming). The provided prompt includes no README/repo details, so the exact capabilities, inputs/outputs, and tool names cannot be verified from source text.
pdf-manipulation-mcp-server
An MCP server intended to help an agent manipulate PDF documents (e.g., extract text/metadata and transform or re-render PDFs) via MCP tool calls.
upcloud-mcp-server
A Model Context Protocol (MCP) server intended to integrate with Upcloud APIs to expose tools for retrieving information about Upcloud account, managed databases, servers, and Kubernetes resources.
mcp-server
Provides an MCP server implementation integrated with Spring AI/Spring (notably via an SSE transport) and discusses custom behavior for SSE session handling, session close/cleanup, and compatibility with MCP clients (including Java SDK clients).
peerjs-server
peerjs-server provides a self-hosted PeerJS signaling/server component to enable WebRTC peer-to-peer connections (peer discovery/registration and message routing) for clients using the PeerJS protocol.
simple-ftp-server
simple-ftp-server is an FTP server implementation intended to provide basic FTP functionality (server-side) for file transfer over the FTP protocol.
spring-cloud-dataflow-server
spring-cloud-dataflow-server is the Spring Cloud Data Flow server component, providing the backend/API for managing and executing Spring Cloud Data Flow (SCDF) pipelines—typically including registering streams/apps, deploying/operating jobs and streams via the selected task/stream engine and external runtime (e.g., Kubernetes, Cloud Foundry, or other deployment targets).
tf_grpc_server
tf_grpc_server provides a gRPC server interface for Terraform-related operations, typically used to let external clients invoke Terraform actions via protobuf/gRPC rather than direct CLI calls.
tileserver-gl
tileserver-gl is an open-source vector tile and raster tile server (commonly used with Mapbox/GL style inputs) that serves map tiles over HTTP, typically backed by PostGIS and/or other tile sources.
desktop-kubernetes-apiserver
Runs a local “Kubernetes API server” for desktop/local development (a Kubernetes control-plane API endpoint) so clients can interact with Kubernetes-style APIs without deploying a full cluster.
docker-doctor
docker-doctor is a containerized CLI-style utility intended to inspect a Docker environment and provide diagnostic output to help identify common Docker/daemon/container issues and misconfiguration.
hytale-server-docker
Provides a Docker-based way to run a Hypixel-style (HyTeam) Hytale game server, encapsulating the server runtime and configuration for deployment via containers.
prometheus-protocol
Prometheus Protocol monorepo for a vertically integrated “trust stack” on the Internet Computer: an identity/Passport layer (described as an OAuth 2.1 provider and MCP-related components), an on-chain payments/bank account layer, and a trusted marketplace/app-store layer (service registry, auditor hub, and related components). It includes deployment instructions for DFINITY canisters and references multiple MCP servers (e.g., token watchlist, wallets, DEXs).
apt-mirror-http-server
A lightweight HTTP server intended to expose an apt-mirror (Debian/Ubuntu package repository mirroring) over HTTP so clients can fetch mirrored packages via a web server endpoint.
Osmosis-Apply-1.7B-MCP
An MCP (Model Context Protocol) server/package intended to provide an “Osmosis Apply” capability to AI agents, likely allowing them to generate/submit Osmosis-related transactions or apply changes via MCP tools. The provided input includes only the package name and version, without README/API details.
simple-http-server
A minimal HTTP server utility/package for serving a simple server (typically to run local development endpoints and/or respond to requests). Without the specific README/manifest content, this is evaluated as a generic “simple-http-server” offering.
tke-mcp-server
tke-mcp-server appears to be an MCP (Model Context Protocol) server package intended to expose some “tke” functionality (likely related to Kubernetes/TKE tooling) to AI agents via MCP transport.
drachtio-server
drachtio-server is a server implementation for the drachtio SIP (Session Initiation Protocol) ecosystem. It provides a programmable SIP server for routing, signaling handling, and integrating SIP call flows into applications.
waldur-mcp-server
waldur-mcp-server is an MCP server that exposes Waldur-related functionality as MCP tools so AI agents can invoke operations against a Waldur deployment through a standard MCP interface.
altis-local-server-nginx
Provides an Nginx-based local server setup (via an 'altis-local-server-nginx' package) to run and serve a project locally, likely as a reverse proxy/static host for development or testing environments.
vcosmos-mcp-server
vcosmos-mcp-server is an MCP (Model Context Protocol) server package intended to expose Vercel Cosmos (Cosmos DB) related capabilities to AI agents via the MCP interface.
jira-mcp-server
A Go-based MCP server that connects to Jira (using a username + API key) to manage and track Jira issues. It can run in stdio mode and also supports an SSE transport.
k8s-mcp-server
Provides a Kubernetes-focused Model Context Protocol (MCP) server that exposes operations for managing Kubernetes resources and retrieving/searching/exporting pod logs via HTTP endpoints.
iis-php
Provides PHP handling for Microsoft IIS/Windows web servers (commonly by installing and configuring the IIS PHP integration so IIS can serve PHP applications).
minimal-node-web-server
A minimal Node.js HTTP web server template that serves basic web responses on a configurable host/port (intended as a lightweight starting point rather than a full-featured framework).
nodejs-http-server
nodejs-http-server is a Node.js package for creating/hosting an HTTP server. Specific route/API capabilities, configuration options, and operational behaviors are not provided in the prompt, so the evaluation is necessarily generic.
pg-db-operation-mcp-server
An MCP server package intended to expose PostgreSQL database operations to an AI agent (pg “db operation” tooling) via the Model Context Protocol (MCP).
s6-overlay
s6-overlay is a set of components (primarily for container environments) that provides an init system for PID 1, service supervision, and orderly startup/shutdown. It integrates s6/skalibs style process supervision into containers so multiple services can be managed reliably within one image.
sabnzbd
SABnzbd is a self-hosted Usenet (NZB) downloader and queue manager that fetches, verifies, and extracts downloads from Usenet providers using NZB files.
wireshark
Wireshark is a network protocol analyzer that captures packets and analyzes/deep-dissects network traffic across many protocols, with features for filtering, inspection, and exporting analysis results.
udp-server-docker
Provides a Dockerized UDP server that listens for UDP datagrams and likely echoes/handles messages (typical “udp-server” container example), enabling quick local deployment of a UDP endpoint.
clawpanel
ClawPanel (clawpanel) is a cross-platform OpenClaw management panel with an integrated AI assistant. It provides a UI to install/configure OpenClaw, manage model/service providers, run/diagnose a Gateway, manage agents, chat (including streaming and multimodal image input), view logs/usage, and perform automated troubleshooting/bug-report/PR assistance via tool calling (including reading/writing files and running commands depending on safety mode).
docker-compose
docker-compose is a tool for defining and running multi-container Docker applications using a YAML configuration (docker-compose.yml). It orchestrates services (start/stop/scale) on a single Docker host and commonly replaces manually running docker run for local development and many deployments.
iperf3-server
iperf3-server appears to be a server-side component for iperf3 network performance testing, typically used to run bandwidth/throughput measurements between a client and a server.
kicad
KiCad is an open-source Electronic Design Automation (EDA) suite used to design printed circuit boards (PCBs). It includes schematic capture, PCB layout, and supporting tools for libraries, footprints, and design-rule/courser checks, producing manufacturable PCB outputs.
mcp-csv-xls-server
An MCP server intended to work with CSV and XLS/XLSX data, enabling an AI agent to load, inspect, and convert or query spreadsheet-like datasets via MCP tools. (Assessment limited: no README/repo files provided to confirm exact tool names or behavior.)
nginx
nginx is a high-performance web server, reverse proxy, and load balancer used to serve HTTP/HTTPS content and proxy client requests to upstream services.
node-fhir-server-mongo
node-fhir-server-mongo is a Node.js FHIR server implementation backed by MongoDB, intended to expose FHIR REST endpoints for storing and retrieving FHIR resources.
osim-mcp-server
An MCP server package intended to expose Open Spatial Information Model (OSIM)–related capabilities to an AI agent via the Model Context Protocol (MCP).
txz_aircon_bailian-mcp-server
MCP server package intended to provide tool access (via the Model Context Protocol) for controlling/working with an air conditioner system for the “bailian/aircon” domain (based on the package name).
gitserver-http
gitserver-http is an HTTP-oriented service for accessing a Git repository over HTTP. It typically exposes Git transport operations (e.g., smart HTTP endpoints) so clients can clone/fetch/pull without running a separate SSH git daemon.
serveo-server
Serveo provides a “serve on a public URL” utility that tunnels a local service to the internet via a remote relay. A packaged component like serveo-server typically runs/coordinates that tunneling process, letting you expose local HTTP services (e.g., for demos, testing webhooks, or sharing a temporary endpoint).
lazylibrarian
LazyLibrarian is a self-hosted media management automation tool (for books and related metadata) that can fetch/organize content, integrate with external indexers/sources, and manage downloads/updates based on configured providers.
mcp-gateway
Hypr MCP Gateway is an OAuth2 proxy for Model Context Protocol (MCP) servers that performs 1-click OAuth authorization and supports dynamic client registration (DCR). It also provides prompt telemetry and MCP request logging/payload inspection for streamable HTTP MCP servers.
debian-mail-overlay
debian-mail-overlay is a Debian packaging overlay intended to modify or extend the behavior of Debian’s mail-related packages (e.g., injecting configuration or overriding package files) at build/install time using an overlay mechanism.
geoserver
GeoServer is a server for publishing and managing geospatial data. It exposes geospatial services (commonly OGC standards such as WMS/WFS/WCS) and supports integrating with common data sources (e.g., PostGIS, shapefiles, rasters).
iis-mysql-php-joomla
Appears to be an integration bundle/setup for running Joomla (PHP CMS) on IIS with a MySQL/MariaDB backend (likely including configuration guidance/scripts for IIS/PHP/MySQL and Joomla deployment).
nacos-server
Nacos is a service discovery, configuration, and management platform. The nacos-server package provides the Nacos server component (APIs, configuration/configuraton management, and service registry).
nats-server-config-reloader
nats-server-config-reloader is intended to reload/restart NATS Server configuration when configuration changes (e.g., via filesystem watching), so NATS can pick up updated settings without manual intervention.
node-webserver
A minimal Node.js web server utility (node-webserver) that likely starts an HTTP server and provides basic routing/handling capabilities for serving responses.
texlive-full
texlive-full is a TeX Live distribution metapackage/bundle that installs the full set of TeX/LaTeX packages and tools for document preparation (e.g., LaTeX engines, BibTeX/Biber, utilities, and macros).
xonotic-server
Runs and manages a dedicated Xonotic game server (game server binary/scripts for hosting matches), typically including configuration for gameplay settings, networking, and server-side state.
chef-server-ctl
chef-server-ctl is the command-line administration utility for managing an existing Chef Server installation (and related components) on the same host, providing subcommands for common lifecycle tasks such as starting/stopping services, configuration, and internal service management.
speckle-server
speckle-server is a server component for the Speckle platform, providing backend services/APIs to manage Speckle streams/operations and handle collaboration/workflow for Speckle clients.
valheim-server
valheim-server provides a way to run and manage a Valheim dedicated server (typically via containerization/scripts), enabling hosting a game world for players.
unifi
unifi is a client/library for interacting with UniFi (UniFi Network Controller / UniFi OS) devices and configuration via their APIs, typically to read controller/site/device state and perform supported management actions.
geoserver
GeoServer is an open-source server for publishing and sharing geospatial data. It exposes GIS layers through standard OGC services (e.g., WMS/WFS/WCS) and supports styling and formats for common spatial workflows.
monero
Monero (XMR) is open-source cryptocurrency software supporting building/running a node and interacting with the Monero blockchain (wallet/node tooling, consensus/networking, and related utilities).
spring-boot-ai-mongo-mcp-server
A Spring Boot AI-based MCP (Model Context Protocol) server that connects to a local MongoDB instance and exposes MongoDB operations as callable MCP tools (via Spring AI’s `@Tool` annotation and tool registration).
7d2d-server
7d2d-server appears to be a server-focused package for the game 7 Days to Die, providing the ability to run/configure a dedicated game server (likely with automation around start/stop and server settings).
altv-server
altv-server appears to be a server-side component of the alt:V (altv) multiplayer platform, used to host and manage game server logic (e.g., events/handlers, scripting) for alt:V clients.
docker-valheim-server
Provides a Docker-based way to run a Valheim game server, typically by building/running a container with configurable server settings (e.g., world parameters, ports, and environment variables) and persistent storage for server data.
factorio-server-manager
factorio-server-manager is a tool intended to help manage Factorio game servers (e.g., starting/stopping, configuring, and maintaining server instances). However, no README/repo metadata/content was provided here, so capabilities cannot be verified beyond the package name.
starbound-server
starbound-server is a self-hosted server setup for the game Starbound. It provides the files/scripts and operational guidance to run a Starbound dedicated server (e.g., configuring server settings, mods, and launching the game server process).
trafficserver
Apache Traffic Server is a high-performance HTTP caching reverse proxy that can also act as a forward proxy, load balancer, and edge delivery layer. It is typically deployed to improve latency and reduce origin load via caching and configurable request/response processing.
adguardhome-sync
AdGuardHome-sync is a tool intended to synchronize AdGuard Home configuration/data between instances (e.g., keeping allow/block lists and related settings consistent across multiple AdGuard Home servers).
kurento-media-server
Kurento Media Server (kurento-media-server) is an open-source media processing server for real-time communications. It provides server-side WebRTC media handling and media pipelines (e.g., routing/mixing/transcoding) to build video conferencing and streaming applications.
syslog-ng
syslog-ng is an open-source syslog daemon for receiving, parsing, filtering, and forwarding log messages (e.g., to files, other hosts via network protocols, and a variety of destinations) with configurable templates and transport settings.
kiwix-server
kiwix-server is a server application for hosting and serving Kiwix ZIM content (offline web/news/books) so it can be accessed over the network via HTTP.
pos-mcp-server
pos-mcp-server appears to be an MCP (Model Context Protocol) server package for POS-related functionality, enabling an AI agent to access POS data/actions via MCP tools. However, no repository README/manifest details were provided in the prompt, so tool coverage, endpoints, auth, and operational behaviors cannot be verified.
ddclient
ddclient is a client for Dynamic DNS (DDNS). It automates updating DNS records by periodically contacting a Dynamic DNS provider’s update endpoints using configured credentials and host parameters, typically over HTTP.
puppetserver
puppetserver is the server component for Puppet, exposing Puppet's services (catalog compilation/serving, agent communication, and related endpoints) to manage and enforce infrastructure configuration via Puppet manifests and facts.
spark-jobserver
spark-jobserver is a service that exposes a job-queue style interface for submitting and managing Apache Spark jobs, allowing clients to submit Spark applications to a Spark cluster through an intermediary server.
gzdoom
gzdoom is a game engine for playing and developing classic Doom-family (and related) games. It is distributed as software you run locally to load mods/WADs and execute game logic; it is not an online API service.
home-assistant-model-context-protocol
A Home Assistant Model Context Protocol (MCP) custom component that previously provided an MCP server; the README indicates it has been moved to Home Assistant’s official MCP Server integration and is no longer needed.
kurento-media-server
Kurento Media Server is an open-source media server for real-time communications, providing server-side WebRTC/RTP media processing such as relaying/bridging, conferencing, and media pipeline features (typically via Kurento modules like filters/transports).
matter-server
matter-server is an open-source Matter controller/server for local device discovery, commissioning, and interaction with Matter devices (typically acting as a bridge/controller for Matter ecosystems).
rabbitmq-server-buildenv
This package appears to provide a build/runtime environment (buildenv) for RabbitMQ server, most likely via container/build tooling or scripts used to compile or package RabbitMQ with a specific OS/runtime configuration.
openttd-server
OpenTTD server software for hosting OpenTTD multiplayer games. Provides a headless game server process configurable via command-line and/or config files (typical for game-server deployments).
simple-ftp-server
simple-ftp-server is a lightweight FTP server implementation intended to run locally or in small deployments, providing basic FTP file transfer capabilities.
altv-server
altv-server is a server-side package for building multiplayer experiences with the alt:V engine. It provides the core server framework/API for defining game logic and handling client-server interactions.
medplum-server
medplum-server is the server-side component of Medplum, an open-source healthcare platform. It provides a backend service for managing FHIR (and related) data and exposing APIs for clinical/healthcare workflows.
seldon-deploy-server
Seldon Deploy Server provides the backend service for Seldon Deploy, exposing HTTP endpoints to manage and deploy model-serving resources (e.g., application/deployment specs) to the target runtime (such as Kubernetes).
stardew-valley-server
stardew-valley-server is a self-hosted server software for running a Stardew Valley multiplayer game session. It is typically used to host a world that other players can join over the network, using standard game-server networking rather than an external web/API service.
torrserver
torrserver is a self-hosted BitTorrent tracker/seed/search web service (“torrents to web”); it crawls/indexes torrent files so users can search/browse and download via HTTP-friendly endpoints.
calibre-web
calibre-web is a self-hosted web application that provides a browser-based interface to a Calibre library, enabling browsing, searching, and serving ebook files from a local/remote Calibre content store.
chef-server
chef-server is the Chef Server component of the Chef Infra ecosystem, used to host and serve cookbooks, roles/environments, data bags, nodes, and API access for Chef clients and related tooling.
docker-csgo
docker-csgo is a Docker-focused setup for running a CSGO (Counter-Strike: Global Offensive) game server/container. It typically wraps the server binaries/configuration into a container image and provides instructions to launch the server with appropriate ports/volumes/environment variables.
nzbhydra2
NZBHydra2 is a self-hosted service that aggregates multiple NZB indexer/search sources and manages/organizes NZB downloads, typically by searching for releases, de-duplicating, and coordinating what to hand off to a download client (e.g., Usenet).
omero-server
omero-server is a server-side component for interacting with an OMERO (Open Microscopy Environment Remote Objects) image/data repository, typically used to expose OMERO functionality (e.g., querying metadata, managing/serving imaging data) to clients via network protocols.
qgis-map-server
QGIS Map Server (“qgis-map-server”) provides a web-mapping server that serves QGIS projects and geospatial layers as standards-based map outputs (e.g., WMS/WFS/WMTS) for use in GIS clients and web applications.
mini-webserver
A minimal local web server that serves HTTP responses (and likely routes requests) using a small codebase intended for demonstration or lightweight hosting.
qgis-server
qgis-server is a server-side application for publishing QGIS projects as geospatial map services (e.g., OGC/WMS/WMTS/WFS/other endpoints depending on configuration). It runs HTTP services that render maps and expose spatial data capabilities based on QGIS project configuration.
scp-server
scp-server is a service that exposes SCP (Secure Copy Protocol) style file transfer over the network, typically by running an SSH/SCP-capable server-side component to receive (and possibly send) files between clients and a host.
beam_flink1.8_job_server
beam_flink1.8_job_server appears to be an Apache Beam runner component for running Beam jobs on Apache Flink 1.8, likely providing a “job server” abstraction used by the Beam Flink runner to submit, manage, and monitor Flink jobs.
dispatch
Dispatch is an incident and signal management platform that orchestrates response activities by integrating with existing organizational tools (e.g., Slack, GSuite, Jira).
docker-gen
docker-gen is a utility that watches Docker events/templates and generates files (typically reverse-proxy routing config such as Nginx/HAProxy) based on container metadata, enabling dynamic service configuration without manual edits.
readarr
readarr is a self-hosted tool for managing and downloading audiobooks and ebooks. It monitors your library preferences, fetches metadata, and coordinates downloads from configured sources (e.g., Usenet/torrent indexers and download clients) while organizing content on disk.
tftp-server
Provides a TFTP server implementation (i.e., supports Trivial File Transfer Protocol file transfer) for serving and receiving files over UDP.
traccar-server
Traccar Server is a self-hosted backend for tracking devices (e.g., GPS/IoT trackers). It receives location/telemetry reports from devices and serves processed tracking data for viewing and management of fleets/vehicles.
ghproxy
ghproxy is a proxy service/tool intended to fetch content from GitHub through an alternate endpoint, typically to bypass direct access restrictions (e.g., CORS, corporate egress rules, or rate limiting) by relaying requests and returning GitHub responses.
iw4x-server
iw4x-server is a server-side component for the IW4x project (a Call of Duty: Modern Warfare 2: 2009 mod). It provides the game server functionality required to host an IW4x-enabled multiplayer server.
kube-mcp-server
A Go-based MCP server intended to expose Kubernetes cluster capabilities to an AI agent via the Model Context Protocol (MCP).
repetier-server
Repetier-Server is a self-hosted print-management server for 3D printers. It provides web-based control/monitoring and integrates with printers/firmware via common printer communication methods, enabling remote administration and job management.
snipe-it
Snipe-IT is an open-source asset management application (ITAM) for tracking hardware/software assets, users/locations, purchase and maintenance details, and related workflows via a web UI (and typically supporting REST-style endpoints through its app).
spring-cloud-skipper-server
spring-cloud-skipper-server is the Skipper server component from the Spring Cloud Skipper project, providing the backend for managing and deploying application releases (typically as Spring Boot applications) via a control plane over which you can roll out, update, and manage app “releases” on target platforms.
web-server
A general-purpose web-server package (exact capabilities not provided in the prompt). Typically, this would provide an HTTP server process with routing/handlers, request/response handling, and configuration for hosting applications.
docker-mcp-server
docker-mcp-server is an MCP (Model Context Protocol) server (Spring AI based) intended to expose tools/endpoints for managing Docker images and controlling Docker containers (e.g., list/pull/remove images; start/stop/check container existence).
duckdns
duckdns is a service/package for updating DuckDNS dynamic DNS records (mapping a domain like *.duckdns.org to an IP). It typically supports running an automated updater to keep DNS records current.
iperf3-server
iperf3-server is intended to run an iperf3 server endpoint to measure network performance (throughput) between a server and client over TCP and/or UDP, typically used in benchmarking and troubleshooting scenarios.
php7-apache-webserver
php7-apache-webserver is a containerized (or packaged) web server environment that runs PHP 7 on top of the Apache HTTP Server. It is intended to host PHP applications over HTTP/HTTPS with Apache as the front web server.
service-manager-istio-mcp-server
No functional details are provided in the README or repository metadata. The name suggests a Go-based MCP server related to “service-manager” and Istio, but there is no documented interface, endpoints/tools, or behavior to evaluate.
empyrion-server
empyrion-server is an application for running the EVE/Empyrion dedicated server (game server) and managing server startup/configuration for multiplayer gameplay.
nfs-server-test
nfs-server-test appears to be a test utility related to running/verifying an NFS server. Based on the package name alone (no README/repo details provided), the evaluation can only infer that it likely helps exercise NFS server behaviors (e.g., exports/mounts/IO) in a test environment.
nut-server
nut-server is a server component for Network UPS Tools (NUT). It typically provides network services (e.g., for UPS monitoring/control) so other clients can query UPS status and issue commands over the network.
dns-server
dns-server is a DNS server package intended to provide DNS query resolution/handling (authoritative and/or recursive behavior depends on its configuration).
rucio-server
Rucio-server provides the Rucio data management service backend (the server/controller components) used to manage metadata, replication, and transfer of data across distributed storage systems, typically in grid/HPC/cloud environments.
openssh-server
Provides the OpenSSH server implementation (sshd) for accepting SSH connections, authenticating users, and providing secure remote shell/SFTP/port forwarding capabilities on a host.
docker-plexpass
docker-plexpass provides a Docker image and configuration to run Plex Media Server with Plex Pass–related considerations (typically by wiring required environment variables, volumes, ports, and update behavior) so users can host Plex in containers.
ia-opcua-server
ia-opcua-server is an OPC UA server package intended to expose an address space and variables/nodes via the OPC UA protocol, typically for industrial data acquisition/control integrations.
mcpkg-server
mcpkg-server is described as the server component for mcpkg, a Minecraft package manager. The provided README only includes build and test commands and does not document runtime interfaces, APIs, or configuration.
necesse-server
necesse-server is a server application/package for hosting the game “Necesse.” It provides the functionality to run a dedicated multiplayer game server using Necesse’s server components/configuration, enabling players to connect and play on the hosted world.
outline-ss-server
outline-ss-server is an SS (Shadowsocks) server implementation packaged as a service. It provides a network endpoint for accepting proxy client connections and forwarding traffic according to Shadowsocks configuration.
seata-server
seata-server is the core server component of Apache Seata for managing distributed transactions (e.g., AT/TCC/try-compensate-confirm patterns). It provides the server-side infrastructure such as transaction coordinator/registries needed for Seata clients (TC/Transaction Coordinator, depending on configuration) to coordinate commits and rollbacks across services.
starbound-server
Starbound dedicated game server software for running a Starbound server (typically via a bundled server binary/container plus configuration scripts).
syndesis-server
syndesis-server is the server-side component of the Syndesis integration platform. It provides the backend APIs and services used to manage and run integration flows/connectors (i.e., orchestrating integrations between systems).
docker-bamboo-server
docker-bamboo-server is a containerized setup for running a Bamboo server (Atlassian Bamboo CI) using Docker. It is intended to help deploy Bamboo in a self-managed environment by packaging configuration and runtime into a Docker image/container.
unifi-network-application
unifi-network-application appears to provide an integration layer for Ubiquiti UniFi Network / UniFi Controller—typically used to discover/manage UniFi sites/devices and query configuration/state via UniFi controller endpoints.
upnpserver
upnpserver is a software package for running a UPnP (Universal Plug and Play) server to expose services/endpoints on a local network using the UPnP protocol.
uupt-mcp-freight-server
uupt-mcp-freight-server is an MCP (Model Context Protocol) server package intended to expose freight/shipping-related capabilities to AI agents via the MCP interface. However, the provided prompt contains no repo/README/package-manifest content, so the specific tools, capabilities, endpoints, parameters, and operational behaviors cannot be verified.
ytdl-webserver
ytdl-webserver is a small web server wrapper intended to expose YouTube-dl/ytdl functionality over HTTP so clients can request/download or stream media via a server endpoint.
cdas-rest-server
cdas-rest-server appears to be a REST server component for the “cdas” system. However, no repository contents (README, endpoints, auth details, error formats, pricing, or operational docs) were provided in the prompt, so the concrete capabilities of the service cannot be verified from observable facts.
gitserver
gitserver is a Git hosting/service component (a self-hosted “Git server”) intended to provide Git repository access over a network, typically via standard Git protocols (e.g., SSH and/or dumb/HTTP transport).
nango-server
nango-server is an integration/backend component from Nango that serves as a server-side layer for OAuth and API integrations (typically used to handle token exchange/storage and provide a connector runtime for Nango-style integrations).
openldap-server
OpenLDAP server software for running an LDAP directory service. Typically used to host directory data (users/groups) and provide LDAP and LDAPS endpoints for authentication/lookup by applications.
openssh-server
Provides the OpenSSH server (sshd) for accepting inbound SSH connections and serving SSH features such as user authentication and remote command execution/file transfer over SSH.
pyload
pyload is a self-hosted file downloading tool (a download manager) that typically supports adding download sources (e.g., URLs), handling downloads, and managing them with a web interface/CLI—often used to automate and schedule downloads.
seata-server
seata-server is the Seata server component for the Seata distributed transaction platform. It provides server-side capabilities used by Seata clients (e.g., transaction coordination, persistence/storage, and configuration for distributed transactions such as AT/TCC/Saga depending on deployment).
wireguard
WireGuard is a lightweight VPN solution implementing secure tunneling between peers using modern cryptography, allowing encrypted point-to-point and site-to-site connectivity.
mailgun-smtp-server
mailgun-smtp-server likely provides an SMTP server implementation that forwards incoming emails through Mailgun (acting as a local SMTP relay compatible with Mailgun’s requirements).
samba
Samba is an open-source implementation of SMB/CIFS for sharing files and printers between systems (commonly between Windows and Unix/Linux). It also supports domain-related components such as an Active Directory-compatible domain controller in many setups.
scp-server
scp-server is a service intended to expose SCP (Secure Copy) file transfer functionality over the network. Typical usage would be to accept incoming SCP connections and forward file uploads/downloads to/from a configured storage location.
bazarr
Bazarr is a media companion server that automatically downloads subtitle files for movies and TV shows by integrating with subtitle sources and managing subtitle releases based on configured preferences.
chef-server-nginx
chef-server-nginx is an integration/configuration package intended to run an Opscode/Chef Server behind Nginx as a reverse proxy. It typically provides Nginx configuration and supporting setup to route external HTTPS traffic to the Chef Server components, including required headers and web UI/API routing.
wireguard
WireGuard is a VPN/proxy tunnel protocol and reference implementations for creating secure, performant network links between hosts (typically using key-based configuration and kernel or userspace networking).
embyserver
Emby Server is a self-hosted media server that organizes and streams personal media (e.g., movies, TV, music, photos) to clients over a network, typically via a web interface and accompanying APIs.
kube-compose-api-server
kube-compose-api-server is a Kubernetes-oriented API server intended to integrate with docker-compose-style deployments. Based on the package name, it likely exposes HTTP endpoints to manage or interact with composed services within a Kubernetes environment. Specific endpoints, schemas, and operational behavior cannot be verified from the provided information.
calibre-server
calibre-server is a server application for running the Calibre e-book management/conversion suite as a web-accessible service. It typically enables uploading/importing e-books, viewing a library, and performing conversions through HTTP endpoints.
geoserver-azure-web-app
Deploys and configures a GeoServer application on Azure via an Azure Web App setup (an Azure-focused packaging/wrapper around GeoServer).
nntp2nntp
nntp2nntp is a bridge/relay that connects NNTP (Network News Transfer Protocol) clients to another NNTP endpoint, translating/forwarding NNTP interactions between sides.
postfixadmin
postfixadmin is a web-based administration tool for managing an email system based on Postfix/Dovecot. It provides a UI and backend logic to create and manage virtual mail domains, mailboxes, aliases, and related settings backed by a database.
torrserver
torrserver appears to be a self-hosted BitTorrent metadata/media indexing and torrent-to-http “trackerless” delivery style service (commonly: an HTTP/S stream frontend for torrents by hashing and piece/manifest handling). It typically runs as a local server rather than a hosted API product.
minecraft-server
This package appears to be a Minecraft server deployment/management utility (e.g., running and operating a Minecraft server). No README/repo details were provided, so specific capabilities, interfaces, and operational guarantees cannot be verified from the given data.
ndt-server
ndt-server is a server implementation for Ookla-style Network Diagnostic Tool (NDT) throughput testing, used to measure client network performance (typically download/upload throughput and related metrics).
pcsx2
PCSX2 is an open-source PlayStation 2 (PS2) emulator for running PS2 games on compatible hardware. It focuses on emulating the PS2 CPU/GPU and related subsystems, with configurable settings/plugins to improve compatibility and performance.
Server-Inspection-MCP
A Go/Python-based MCP tool intended for “server inspection” where a server runs an agent program and a PC runs an MCP program (configuration example shown in README). The README excerpt is minimal and does not document concrete MCP tools or inspection capabilities.
sshuttle-server
sshuttle-server is a server-side component intended to support “sshuttle” style SSH tunneling/forwarding via a relay server (i.e., enabling SSH connectivity through a controlled server). It appears to be a self-hosted tool rather than a cloud SaaS/API service.
tooljet-server-ce
ToolJet Server CE (Community Edition) is a self-hosted deployment of ToolJet, enabling users to run ToolJet on their own infrastructure and connect to data sources/dataservices to build and host internal application dashboards/workflows.
ubooquity
Ubooquity is a self-hosted application that serves and organizes your personal e-book (ePub/PDF), comic (CBZ/CBR), and related content via a web interface. It scans a directory of files, builds a library, and serves readers/metadata over HTTP.
unifi-controller
unifi-controller is a self-hosted Ubiquiti UniFi Network Controller application used to manage UniFi switches, access points, gateways, and related network settings, provision devices, and monitor network/client status.
valheim-server
valheim-server is a deployment/management repository for running a Valheim dedicated server (e.g., via containerization and configuration). It is not presented as an external API service; it primarily helps operators stand up and maintain a game server.
backend-base-image
backend-base-image appears to be a container/base image package intended to provide a standardized backend runtime environment for application development/deployment (e.g., common OS packages, language/runtime, and baseline configuration).
directories
Cursor Directory is a community hub website where users submit and browse Cursor-related content (plugins, MCP servers, rules, skills, agents, hooks, LSP servers), plus supporting features like events and jobs. It is backed by a Supabase database and is implemented as a Next.js app.
docker-nuget-server
docker-nuget-server is a Docker-based NuGet package server that you can run locally/self-host to host and serve NuGet packages (a private NuGet feed) from a containerized deployment.
guacd
guacd (the “Guacamole protocol daemon”) is the server-side component of Apache Guacamole that bridges web clients to backend services (e.g., SSH, RDP, VNC) using Guacamole’s protocol.
kimai
Kimai is an open-source time tracking system for tracking work (e.g., time entries per customer/project), with billing/reports features. It can be self-hosted via web UI and exposes a backend for managing entities like activities, projects/customers, users, and time records.
mapserver
mapserver is a software package for serving and rendering geographic map data (maps/tiles) from spatial data sources, typically via configurable server-side map files (e.g., defining layers, projections, styles) for clients to request rendered map outputs.
socks5-server
socks5-server is a SOCKS5 proxy server implementation that accepts client connections and relays traffic to requested destinations using the SOCKS5 protocol.
ut99-server
ut99-server appears to be a self-hosted Unreal Tournament 99 (UT99) game server package, used to run and manage a UT99 server instance (typically via a container or scripts).
beam_flink1.10_job_server
beam_flink1.10_job_server appears to be an Apache Beam runner component for executing Beam pipelines on Apache Flink (targeting Flink 1.10), likely providing a “job server” abstraction used by the Beam Flink runner to submit/manage Flink jobs. No README or repository manifest contents were provided here, so details beyond the name and intended scope cannot be verified.
documentserver-builder
documentserver-builder appears to be a software package/repo intended to build or assemble a “document server” component (likely a server application or containerized service) from source/config, but no README/repo metadata or manifest content was provided to verify its actual behavior.
file_server
An HTTP file server intended to host and serve files over a network (exact endpoints/behavior not provided in the prompt).
habitica-server
habitica-server is the server-side component for Habitica, providing the backend API and services that power the Habitica habit/task gamification experience (accounts, data persistence, and application logic).
lidarr
Lidarr is a self-hosted music collection manager that monitors music (typically via Usenet/torrent sources), matches releases to your library, and automates downloading and organizing artists/albums.
manageiq-webserver-worker
manageiq-webserver-worker is a worker component for the ManageIQ web application, typically responsible for background processing/tasks rather than serving interactive web requests. Exact endpoints/APIs and runtime behavior are not verifiable from the provided input (only the package name).
minecraft-papermc-server
Minecraft PaperMC server distribution/setup tooling (Paper is a Minecraft server software). The package name suggests it helps deploy and run a PaperMC server rather than provide an external programmatic API.
mozilla-syncserver
Mozilla SyncServer is (presumably) a server-side component for Mozilla’s Firefox Sync infrastructure, handling synchronization-related APIs and storage for client data across devices.
rutorrent
Rutorrent (rTorrent) is a web-based client for the BitTorrent protocol, typically used to manage torrents through a browser by controlling a torrent engine (often via XML-RPC) and rendering a web UI.
snell-server
snell-server appears to be a server implementation for the Snell proxy protocol (a network tunneling/VPN-like service used to proxy traffic over an encrypted connection).
ffserver
ffserver is a media streaming server component from the FFmpeg project. It accepts configuration for streaming endpoints (e.g., live feeds, on-demand streams) and serves media over common streaming protocols such as RTSP/HTTP, using FFmpeg/Libav encoding pipelines.
pdns-server
pdns-server is the PowerDNS server software, responsible for running DNS authoritative and/or resolving DNS services and serving DNS records to clients.
quarkus-mcp-server-oidc-proxy
Insufficient repository information to determine the behavior of quarkus-mcp-server-oidc-proxy beyond its name implying an MCP server proxy that uses OIDC for authentication.
bacnet-server
bacnet-server is a server implementation for BACnet (Building Automation and Control networks), intended to provide BACnet device/server functionality to communicate with BACnet clients and/or other BACnet devices over the BACnet protocol.
chef-server-12
chef-server-12 appears to be Chef Server (version 12) software used to run the Chef ecosystem’s central service for configuration management. It provides the server-side APIs and storage needed for publishing and managing cookbooks, roles, environments, clients (nodes), and related configuration artifacts for Chef clients.
chess-server
The chess-server package appears to provide a server for playing/managing chess sessions over a network (e.g., matchmaking/session hosting and move/state handling).
documentserver
documentserver is a service/package for serving and converting documents (e.g., common office/PDF formats) via a server-side component, typically used to render, preview, or transform documents for web applications.
minecraft-server
Unclear from provided input. The package name suggests tooling related to running or provisioning Minecraft servers, but no README/repo metadata/content was provided to verify interfaces, auth, docs, pricing, or operational behavior.
snell-server
snell-server is a server implementation for the Snell (Snell's protocol) proxy protocol, typically used to run a network proxy endpoint (listener) that clients can connect to for tunneled traffic.
daapd
daapd is a self-hosted server implementing the DAAP/DPAP family of protocols to share and browse music libraries over a network (commonly for iTunes/iPod/DAAP clients).
danswer-web-server
danswer-web-server is a web server component for Danswer, providing the HTTP interface to a Danswer deployment (UI/API/backend services) so users can interact with the application.
isc-dhcp-server
isc-dhcp-server is the Internet Systems Consortium (ISC) DHCP server software that provides DHCP services for assigning IP addresses and related network configuration to clients on a network.
nzbget
nzbget is a self-hosted Usenet downloader for NZB files. It runs as a daemon and automates downloading, unpacking, and (optionally) post-processing tasks such as moving files and sending notifications.
opensearch-maps-server
opensearch-maps-server provides a server component for rendering/searching map content backed by OpenSearch (an OpenSearch Maps integration). It is intended to serve map tiles and related map/search functionality using data indexed in OpenSearch.
roon-server
roon-server is an open-source server component that integrates with a Roon audio playback ecosystem. It typically provides discovery, connectivity, and rendering/control endpoints so that Roon clients can access audio sources provided by the server.
docker-http-server
docker-http-server appears to be a Dockerized HTTP server utility intended for quickly running an HTTP endpoint (commonly used for local testing, health endpoints, or simple web services) without needing external application infrastructure.
juicefs-mcp-server
A Go-based MCP server for JuiceFS, intended to be used by AI agents via the Model Context Protocol and (per README) potentially in conjunction with a CSI MCP setup. The README provides only minimal local build/run instructions and no description of MCP tools or behavior.
kubepi-server
kubepi-server appears to be a server component for the kubepi project (likely exposing Kubernetes cluster information via an HTTP interface). Without repository README/manifest contents provided here, the evaluation is necessarily conservative and focuses on interface/auth/security/reliability that cannot be verified from the supplied data.
gallery-dl-server
gallery-dl-server is a self-hosted service wrapper around gallery-dl that provides an HTTP interface for running gallery-dl jobs (downloading media from gallery sites) and returning status/results. It is intended for automated/remote control of gallery-dl downloads from a server environment.
mapserver
mapserver is a software project for serving and rendering geospatial data/maps (e.g., creating map images and serving map-related outputs from spatial datasets).
mcp-server-admintasks
An MCP server intended to expose tools for executing Linux admin tasks (as described by the repository description).
minecraft-bedrock-server
An infrastructure/deployment setup for running a Minecraft Bedrock Edition server (i.e., hosting a multiplayer game world and coordinating server startup/configuration).
nefiteasy-http-server
Nefiteasy-http-server appears to be a self-hosted HTTP server package for running an HTTP service (implementation details not provided in the prompt).
openvpn-server-ldap-otp
openvpn-server-ldap-otp combines OpenVPN with LDAP-backed authentication and OTP (one-time password) verification (typically for MFA) so VPN access can be gated by directory attributes plus a time-based or token-based second factor.
ut2004-server
A self-hostable dedicated game server for Unreal Tournament 2004 (UT2004), providing server binaries/configuration to run multiplayer game sessions.
beam_flink1.15_job_server
A job server implementation for running/serving Apache Beam pipelines on Apache Flink 1.15, likely exposing an internal service to submit manage and track Beam-on-Flink jobs.
conan_server
conan_server appears to be a server-side component for the Conan package ecosystem, providing service endpoints for package upload/download and dependency resolution storage/serving. (No repository/README contents were provided in the prompt, so details are inferred at a high level.)
deluge
deluge is an application/library for torrent downloading (Deluge BitTorrent client). It provides a way to download and manage torrents, typically via a web UI and/or a remote control interface in addition to a desktop client.
docker-ssh
docker-ssh provides a containerized SSH service that allows SSH access into a Docker environment (typically for debugging/administration), likely by wrapping/adding SSH server configuration in a Docker image/container.
git-server-docker
git-server-docker provides a Dockerized way to run a Git server. It is intended for self-hosting Git repositories in a container for development, CI, or internal hosting.
hippo4j-server
hippo4j-server appears to be a Java server component for the Hippo4j ecosystem (likely exposing an HTTP/API surface to interact with an underlying Hippo4j service). However, no README/repo metadata or package manifest content was provided in the prompt, so the exact capabilities, endpoints, authentication, and operational behavior cannot be verified from available information.
ivideon-server
ivideon-server is a self-hosted video surveillance server that ingests streams from Ivideon-compatible cameras/devices and provides backend functionality such as stream handling, recording/events integration, and access management for a surveillance system.
ivideon-server-headless
ivideon-server-headless appears to be a headless/server-focused component for the IVideon video surveillance ecosystem, intended to run without a traditional desktop UI and provide camera/recording connectivity/management capabilities in a server environment. (No README/repo content was provided here to verify exact feature scope.)
nacos-server
Nacos Server is the server-side component of Apache Nacos, providing service discovery and configuration management (typically via DNS-like service registry features and a centralized config service).
nacos-server
Nacos Server is the server-side component of Nacos, used for service discovery and configuration management in microservices architectures. It provides APIs and internal functionality to register services/instances and manage application configuration.
php
“php” is a programming language/runtime package (PHP ecosystem). With only the package name provided and no repository/manifest details, this evaluation treats it as the base PHP tooling rather than a specific API service.
sshd-jumpserver
Not enough repository content was provided to determine what sshd-jumpserver does or how it is exposed (as a service, container, library, or configuration). Therefore most evaluations are based on the assumption that this is an SSH/jump-host style server component, but no verifiable facts are available.
valheim-server
valheim-server appears to be a self-hosted setup/deployment package for running a Valheim dedicated game server (typically by providing configuration, startup scripts, and/or container/Docker automation). It is not an API-centric service for external programmatic use; instead, it helps you run the game server process and manage server files/config.
docker-nuget-server
docker-nuget-server is a self-hostable Docker-based NuGet package server (NuGet feed) intended to host and serve .nupkg artifacts over HTTP so NuGet clients can restore packages from that feed.
mcp-server-database-jdbc
An MCP (Model Context Protocol) server intended to provide an LLM access to databases via JDBC (i.e., a bridge between model tools and database queries/operations).
admission-server
admission-server is an HTTP service (likely Kubernetes-style admission webhook server) that receives admission review requests and applies policy decisions (e.g., allow/deny/mutate) before resources are persisted.
apache24
Apache HTTP Server 2.4 (often packaged as apache24) is a production-grade web server and reverse proxy for serving HTTP/HTTPS content and handling web application traffic.
csgo-server
csgo-server is a server-side package for hosting a Counter-Strike: Global Offensive (CS:GO) game server. Based on the provided name alone, it appears to manage game server setup/runtime (e.g., launch parameters, configuration, and/or remote management), but no actual repository contents, README text, or manifest were provided to verify specific features or interfaces.
symbol-server
symbol-server appears to be a service that serves symbol/debug information (e.g., for crash reporting or debugging) to clients. However, no README/repo metadata or manifest was provided here, so specific endpoints, protocols, authentication, and behavior cannot be verified from the input.
ubuntu_x2go_server
ubuntu_x2go_server is a packaging/installation resource for running an X2Go server on Ubuntu, enabling remote desktop sessions (typically via SSH-tunneled X2Go) for users to access graphical environments.
mcp2-dhcp-server
Runs a DHCP server with optional DNS and optional PXE/iPXE boot support. DHCP/DNS records are driven by MCP 2.0 server metadata from Dimension Data CloudControl; DNS can serve a pseudo-zone for A/AAAA/PTR records and forward other queries to a fallback resolver. PXE/iPXE clients get boot configuration/scripts (with optional overrides via server tags).
server-base
server-base appears to be a foundational/server boilerplate package, intended to provide reusable server infrastructure (e.g., common configuration, HTTP handling, middleware, and conventions) for building other services. No concrete API surface, endpoints, or operational details were provided in the prompt to evaluate further.
server-proxy
server-proxy is a proxy service intended to sit between a client and one or more upstream servers, forwarding requests/responses. Specific behavior (routing rules, supported transports, auth, logging, etc.) cannot be determined from the provided information.
nx-cache-server
nx-cache-server is a server component intended to cache Nx build results to speed up repeated builds. It is typically used in Nx monorepos and CI to share cache artifacts across machines/runs.
redirect-server
redirect-server appears to be a locally deployable server that handles HTTP redirects—i.e., it receives requests and responds with redirect responses to redirect clients to other URLs/endpoints. However, no repository README, API description, or configuration details were provided here, so the exact behavior, routes, and interfaces cannot be confirmed.
rpi-scan-server
rpi-scan-server is a server intended to run on/with a Raspberry Pi to perform network scanning (“rpi-scan”) and expose the results via a server interface. Exact endpoints, output schema, and scanning capabilities are not provided in the supplied content, so details cannot be confirmed.
rustdesk-server-aio
rustdesk-server-aio is an all-in-one RustDesk server setup that provides backend services for RustDesk remote access (e.g., rendezvous/relay/ID management components depending on the configured deployment). It is intended to be deployed as part of a self-hosted RustDesk infrastructure rather than consumed as a public API.
ssh-server
Not enough repository/package details were provided to evaluate an "ssh-server" package specifically (e.g., language, API/CLI surface, configuration, docs, auth model). In general, an SSH server provides secure remote shell/file transfer access over the SSH protocol.
blynk-server
blynk-server is a self-hostable server implementation intended to support Blynk-style IoT device communication (commonly used to connect IoT hardware to dashboards/apps).
clone-hero-server
clone-hero-server appears to be a backend server for the Clone Hero ecosystem (commonly used to manage game-related resources such as songs/charts or serve them over a network). Without the README/repo manifest content, the exact endpoints and behavior cannot be verified.
docker-ddns-server
docker-ddns-server is a self-hosted DDNS service packaged for Docker. It is intended to run a background server that updates DNS records (e.g., A/AAAA) based on the machine’s current public IP.
docker-mailserver
docker-mailserver is a Docker-based self-hosted email server stack (commonly Postfix/Dovecot plus related services like spam/virus filtering) intended to provide full inbound/outbound mail functionality using containerized configuration.
guacamole
Guacamole (by Apache) is a server that provides a web-based remote desktop gateway to connect to remote systems using standard protocols (e.g., VNC, RDP, SSH) and display them in a browser.
liberica-openjdk-windowsservercore
A Windows Server Core–based container image/package for running Liberica OpenJDK on Windows Server Core. It provides an OpenJDK runtime environment packaged for that OS/container base.
socks5-server
socks5-server is a network service that implements the SOCKS5 protocol to relay client traffic through the server (functionally similar to a SOCKS5 proxy).
static-file-server
A static-file-server that serves files from a local directory over HTTP (optionally with configuration such as port/bind address, directory indexing, caching, and/or SPA fallback—exact features not provided here).
docker-unity-cache-server
docker-unity-cache-server appears to be a Dockerized server intended to provide caching functionality for Unity-related assets/builds. Based on the package name alone, it likely acts as a local proxy/cache to reduce repeated downloads or rebuild steps.
ikev2-vpn-server
ikev2-vpn-server is an IKEv2 VPN server implementation that lets clients establish secure IPsec tunnels using the IKEv2 key exchange protocol. It is configured via server-side settings (typically including certificates/keys and networking parameters) to provide encrypted connectivity to VPN clients.
overte-server
overte-server is a server-side component related to Overte/VR collaboration infrastructure, used to host or facilitate multi-user real-time experiences (e.g., serving assets/content and managing connectivity/rooms depending on the specific integration).
unoconv-server
unoconv-server appears to be a service wrapper around LibreOffice/unoconv-style document conversion (e.g., converting documents between formats) exposed as a server endpoint so other systems can submit conversion jobs and retrieve results.
youtube-dl-server
youtube-dl-server runs youtube-dl (or compatible downloader) behind a server interface so clients can request downloads/metadata for YouTube and similar sites.
cas-config-server
cas-config-server is intended to provide server-side configuration for CAS (Central Authentication Service), enabling deployments to centralize and distribute CAS configuration through a dedicated configuration server component.
docker-kt-server
docker-kt-server appears to be a Docker-based server distribution for Kotlin/KT. Without repository/README details, its exact API surface and runtime behavior cannot be confirmed from the provided information.
mistserver
mistserver is an HTTP server for live and on-demand streaming (a typical Mist/OBS-style streaming stack), providing a way to ingest, publish, and serve streaming media to clients.
modbus-server
Provides a Modbus server implementation (speaking the Modbus protocol) to expose holding/input registers (and related Modbus data models) to Modbus clients.
qemu-static
qemu-static provides static QEMU user-mode and system-mode binaries (e.g., qemu-*-static) intended to run foreign-architecture executables and systems without installing dynamic QEMU libraries on the target. It is commonly used in container/build contexts to emulate other CPU architectures via binfmt_misc and related tooling.
stun-turn-server
Stun/turn server component intended to facilitate NAT traversal for real-time networking (e.g., WebRTC) using STUN and TURN protocols.
sagetv-server-java8
A Java 8 server component for Sagetv (likely a TV-streaming/recording web service). The provided package name suggests it is intended to run Sagetv-related server functionality on Java 8, but no README/repo content was provided here to confirm exact endpoints or behavior.
ut99-server
ut99-server is a package intended to run an Unreal Tournament 99 (UT99) dedicated server (game server software). It appears to be a self-hosted server component rather than a hosted API service.
bacula-server
Bacula is an open-source backup and restore solution; bacula-server refers to the server-side component that coordinates backup jobs and manages catalogs/scheduling for Bacula deployments.
deno-serverless-poc
deno-serverless-poc appears to be a proof-of-concept project for running serverless-style code with Deno. Based on the provided input, no README, API surface, configuration details, or manifests were included, so the exact endpoints, auth model, and operational behavior cannot be verified.
dosbox-staging
dosbox-staging appears to be a distribution/build of DOSBox (DOSBox emulator) used to run DOS applications/games, likely via container or packaged artifacts. Based on the provided input, no README/repo metadata was included, so details about interfaces, auth, pricing, and operational behavior cannot be verified.
featbit-api-server
featbit-api-server appears to be an API server component (backend) that exposes Featbit functionality to clients, but no README/repo or manifest contents were provided in the prompt to verify its exact endpoints, auth model, or operational behavior.
ftpserver
ftpserver appears to be a software package related to running an FTP server, enabling file transfer via the FTP protocol (typically including connection handling, authentication, and basic filesystem-backed operations).
mylar3
mylar3 is a software package typically used to manage and automate downloading/organization of media (commonly Usenet/post-processing workflows) based on user-defined lists and release discovery/quality settings. (Evaluation is limited because only the package name was provided; no README/repo metadata was included.)
pipeline-jenkins-server
pipeline-jenkins-server appears to provide a Jenkins server/pipeline integration component (infrastructure to run Jenkins and/or support pipeline execution), but no README/repo details or manifest were provided in the prompt to verify exact capabilities.
ptl-ota-server
ptl-ota-server appears to be an OTA (over-the-air) server implementation for provisioning/distributing updates to client devices (e.g., IoT/embedded), based on its package name (OTA = firmware/app updates).
samba
Samba is an open-source implementation of SMB/CIFS for sharing files, printers, and authentication services between systems (commonly Linux/Unix and Windows).
uppy-server
uppy-server appears to be a server-side component related to Uppy (resumable, client-side file uploads). Without the provided README/repo manifest content, its exact API surface, endpoints, and behavior cannot be verified from the prompt.
conan-server
Evaluates a Conan package repository server (conan-server) for hosting and serving Conan artifacts/metadata to Conan clients. Without repository/README content provided, only the package name is known, so details such as exact endpoints, auth scheme, and operational characteristics cannot be verified.
docker-php-server
docker-php-server is a Docker image/service intended to provide a PHP runtime in a containerized setup (i.e., a self-contained PHP server environment). Without the repository README/manifest, the evaluation is based on the package name alone and general expectations for a docker-php image.
docker-simple-nuget-server
A Dockerized “simple NuGet server” that likely hosts NuGet packages (as an on-prem/local package feed) suitable for internal consumption in .NET build pipelines.
openslides-server
openslides-server is the backend server for the OpenSlides application, providing the core API and business logic for managing meeting processes (e.g., users/permissions, agendas, motions/votes, documents, and related workflows).
plex
Plex is a media server/app ecosystem that organizes and streams your media (e.g., movies, TV, music) to clients over a network. The “plex” package typically refers to integrating with Plex’s server and its media/library features via its APIs or tooling.
beam_spark_job_server
beam_spark_job_server appears to provide a server for running/serving Apache Beam jobs on or via Apache Spark (i.e., a service layer around launching and managing Beam-on-Spark executions).
geoserver-cloud-webui
geoserver-cloud-webui is a Web UI frontend for managing/configuring GeoServer in a “cloud” deployment context. Based on the package name alone, it is likely intended to provide browser-based administration for GeoServer resources (e.g., services, layers, workspaces) rather than a standalone API for programmatic GIS data publishing.
go-ldap-admin-server
go-ldap-admin-server appears to be a Go-based server component intended to provide an administrative interface/API for managing LDAP-related configuration or directory objects.
kube-apiserver-amd64
Kubernetes kube-apiserver binary (amd64) for running the Kubernetes API server. This package appears to be a prebuilt server executable rather than a client library or hosted API product.
l2j-server-docker
l2j-server-docker provides a Docker-based deployment setup for running an L2J (Lineage II Java) game server, including container configuration and supporting files to start the server in a reproducible environment.
poppler-server
poppler-server is a service wrapper around Poppler utilities (e.g., for PDF rendering/conversion to images/text) intended to expose that functionality over an API for other applications.
unoserver-web
unoserver-web appears to be a web-facing component for the “unoserver” project, likely providing a web UI and/or HTTP endpoints to interact with an underlying server component. However, no README/repo contents or package manifest were provided, so the exact endpoints, protocols, and behavior cannot be confirmed from available data.
schulcloud-server
schulcloud-server appears to be the backend server component for the Schul-Cloud platform (an educational service). Without repository contents/manifests in the prompt, its exact endpoints, authentication scheme, and capabilities cannot be verified.
shiny-server-arm
Shiny Server packaged/configured for ARM platforms (arm64/armhf) to host R Shiny web applications, typically via an installable server distribution plus supporting configuration and system integration.
tf2-docker-server
A Dockerized server wrapper intended for running TF2-related services (tf2-docker-server). It is expected to build/run a containerized game/server workload, with configuration likely done via environment variables and Docker parameters.
airflow
Apache Airflow is an open-source platform to programmatically author, schedule, and monitor workflows (DAGs). It executes tasks via a scheduler and workers, provides a UI for visualization/monitoring, and supports defining pipelines as code.
ipsec-vpn-server
ipsec-vpn-server is an IPsec VPN server package for creating and terminating secure tunnels over IP networks. Typically this involves setting up IKE/IPsec policies, authentication, key management, and routing/firewall integration so remote clients can connect securely to internal networks.
snell-server
snell-server is a server implementation for the Snell proxy protocol, used to provide encrypted proxying to clients (typically for circumvention/secure tunneling use cases).
geoserver_data
geoserver_data appears to be a data/configuration-focused package for GeoServer deployments (e.g., storing example data, styles, or configuration needed to run GeoServer). No interface, API endpoints, or manifest content was provided to confirm exact capabilities.
hawkbit-update-server
hawkbit-update-server appears to provide an implementation of an update server for the open-source Eclipse hawkBit firmware update platform (i.e., an interface/service used to manage software/firmware deployments to devices). Exact endpoints, configuration options, and auth mechanisms are not provided in the prompt, so details can’t be verified from source text.
lpwanserver-web-client
lpwanserver-web-client is a web client package intended to interact with the LPWAN Server (end-user/admin UI or browser-facing client). It appears to provide frontend functionality rather than a reusable programmatic API surface.
powerjob-server
powerjob-server appears to be the server component of the PowerJob system, providing a backend for scheduling/executing distributed background jobs (queueing, worker coordination, and job execution management).
pvpgn-server
pvpgn-server is a server implementation for pvpgn (a game server protocol used by various older/legacy games). It provides networking components to accept client connections and communicate game-related data according to the pvpgn protocol.
supla-server
supla-server appears to be a server component for the SUPLA ecosystem, likely handling device/control communication and gateway/server functionality for smart home/IoT automation. However, no README/repo details were provided here, so specific features, endpoints, and operational behaviors cannot be confirmed from the given input.
wkp-k8s-krb5-server
wkp-k8s-krb5-server appears to be a Kubernetes-focused component for providing/serving Kerberos (KRB5) infrastructure (e.g., a Kerberos server with related configuration) to workloads running in a cluster.
che-server-multiuser
che-server-multiuser appears to provide a multi-user server component for the "che" ecosystem (commonly related to Theia/Che IDE tooling), enabling multiple users to share access to development workspaces or services.
MCPE_Server
MCPE_Server is a Java-based Minecraft: Pocket Edition server implementation, intended to accept Minecraft PE client connections and run a multiplayer game server.
nuclos-server
nuclos-server appears to be a server component for NUclos (a business process/low-code platform) used to run the application backend and expose its server-side functionality. Specific endpoints, protocols, and operational details are not provided in the prompt.
ftb_server
ftb_server appears to be a server component for a 'feed the beast' / Minecraft modded-server ecosystem (FTB), likely providing management and networking for running the game server and/or related automation. Specific interface and docs could not be determined from the provided prompt content.
gocd-server
GoCD server (CI/CD) component that orchestrates pipelines, agents, and build/deployment workflow, typically used as the central server to configure and run GoCD pipelines in an on-prem or self-hosted setup.
imagr-server
Imagr-server appears to be a server component for the Imagr project (commonly used for automated OS imaging/provisioning). Without README/repo/package-manifest details in the prompt, the exact API surface and operational behavior cannot be verified.
kasm
kasm is a system/package for running containerized applications in a web-accessible way (commonly used to deliver browser-based desktop/workspace sessions).
vpn-server
vpn-server appears to be a self-hosted VPN server implementation/deployment project, enabling secure network tunneling for clients to reach a private network over encrypted connections.
vsftpd-server
vsftpd (Very Secure FTP Daemon) is an FTP server for hosting file transfers over the network, typically on Linux systems. It supports user authentication, chroot/jails, and common FTP features, with optional TLS/SSL for FTPS.
gocd-server
GoCD server implementation providing CI/CD orchestration with pipeline configuration, agent-based job execution, and web/API interfaces for managing pipelines, materials, and runs.
kcp-shadowsocks-server
kcp-shadowsocks-server is a server implementation that combines KCP (a UDP-based transport designed to provide reliable, low-latency delivery) with the Shadowsocks proxy protocol, enabling proxying over KCP streams. Typically used to improve throughput/latency versus plain TCP in constrained networks while maintaining the Shadowsocks encryption/proxying model.
netbootxyz
netbootxyz is an open-source netboot/iPXE environment for deploying operating systems over the network. It provides boot images, configuration, and discovery to serve installers/kernels and chainload boot targets for bare-metal provisioning.
sshserver
sshserver appears to provide an SSH server capability (accepting SSH connections, authenticating users, and exposing shell/command access), but no README/repo metadata or manifest content was provided here to confirm exact features or configuration.
svn-server
The svn-server package appears to be a server component for running/serving Subversion (SVN) repositories over a network interface.
svn-server
svn-server appears to be a server implementation for running or exposing Apache Subversion (SVN) repository services over a network interface. Based on the provided prompt, no README/repo metadata or manifest content was included, so details about its concrete interface, deployment model, authentication, and configuration cannot be verified.
ikev2-vpn-server
ikev2-vpn-server is an IKEv2 VPN server implementation/deployment package that provides encrypted tunneling (IPSec/IKEv2) for clients to connect to a network.
ovpn-server
Provides an OpenVPN (OVPN) server deployment implementation for creating a private VPN server (likely including configuration, key management, and routing/firewall setup).
rustdesk-server
rustdesk-server is a self-hosted RustDesk server component intended to support RustDesk remote access/remote support workflows (e.g., rendezvous/relay/brokering pieces) rather than a single-purpose API product.
server_apache
server_apache is a server-oriented package for the Apache HTTP Server (web server). It typically provides an Apache HTTP Server runtime/configuration that can serve web content and reverse-proxy upstreams.
socks-server-5
socks-server-5 appears to be a SOCKS5 proxy server implementation that accepts client connections and forwards traffic to target destinations via the SOCKS5 protocol.
starmade-server
starmade-server is a server component for the game StarMade, intended to run/host multiplayer game worlds. The repository suggests deployment/configuration of the game server rather than providing a network API for external integrations.
svencoop-server
svencoop-server is a server component for SVEN Coop (Source engine) dedicated server management/game hosting. It typically provides the server-side matchmaking/administration and game server process used to run multiplayer SVEN Coop sessions.
code-push-server
code-push-server is a server-side component intended to support “code push” style over-the-air updates (typically used with mobile/JS runtimes such as React Native CodePush-like flows). Based on the provided information, no concrete API/feature details, documentation, or operational behaviors are available to verify specifics.
deepflow-server
deepflow-server appears to be a server-side component for the DeepFlow project, likely used to run backend services/agents and expose APIs for networking/observability data, but no README/repo details were provided here to confirm exact capabilities, endpoints, or configuration.
dlstreamer-pipeline-server
dlstreamer-pipeline-server appears to be a server component for running/serving DLStreamer pipelines (i.e., orchestrating media/AI processing pipelines). However, the provided prompt does not include the repository README, API documentation, endpoints, or configuration details needed to precisely characterize its interfaces and behaviors.
mlbserver
mlbserver appears to be a locally deployable service for providing Major League Baseball–related data or endpoints (exact behavior not verifiable from the provided input).
pypi-server
The PyPI-Server package name suggests a Python package for running/hosting a private PyPI-compatible repository server (i.e., serving package files and metadata). However, no README/repo/package manifest content was provided in the prompt, so the exact feature set and API surface cannot be verified.
stackage-server-prod
stackage-server-prod appears to be a server-side component intended to serve Stackage-related data/artifacts in production. From the provided package identifier alone, no interface details, authentication model, or operational guarantees can be verified.
syncing-server-js
syncing-server-js appears to be a Node.js library/server package intended to support synchronization workflows, likely by providing server-side endpoints and/or synchronization logic for data state between systems. However, no README/repo metadata/manifests were provided in the prompt, so concrete features (API surface, auth, error formats, limits) cannot be verified.
webserver-windows
webserver-windows appears to be a Windows-focused web server package; however, no repository/README or manifest content was provided, so concrete functionality (features, protocols, endpoints) cannot be verified from the supplied data.
ombi
Ombi is a self-hosted application that lets users request TV episodes and movies (or manage media-related requests) and then integrates with your media server/download tools to fulfill those requests.
lora-geo-server
lora-geo-server appears to be a server component for serving LoRa-related geospatial data (e.g., ingesting/processing LoRa messages and exposing geo/region-related results via an API).
plex-media-server
Plex Media Server is a self-hosted media server that scans local media libraries, organizes content, and streams it to Plex clients using a web-based interface and supporting network services (not an API-first SaaS).
signalk-server
signalk-server appears to be a server component for the Signal K ecosystem (typically used to ingest and distribute maritime telemetry data using Signal K conventions). The provided prompt contains only the package name and no README/repo/package-manifest content, so the exact endpoints, authentication model, and behaviors cannot be verified from facts.
ss-server
ss-server is a server-side component intended to provide secure proxying (commonly associated with Shadowsocks-style deployments). Without the repository README/package manifest content, the exact protocol details, supported transports, and exposed interfaces cannot be verified from the provided information.
hardened-k8s-metrics-server
hardned-k8s-metrics-server is a Kubernetes metrics-server component intended to serve Kubernetes metrics (typically for kubectl top and autoscaling) while being configured with “hardened” security defaults/policies compared to the upstream metrics-server.
snell-server
snell-server appears to be a server implementation for the Snell (SNell/Snell) proxy protocol, providing an endpoint for encrypted traffic tunneling (typically used as a network proxy/VPN-like service).
urbackup-server
urBackup Server is a self-hosted backup server that coordinates backups for client machines, providing centralized management of backup jobs, storage, and restore workflows.
beam_flink1.9_job_server
No package contents were provided (README/repo metadata or manifest). Based on only the name 'beam_flink1.9_job_server', this appears to be a component/server related to Apache Beam running on Apache Flink 1.9, likely used to serve/manage Beam job submission/execution on Flink. However, there is insufficient information to confirm exact behavior, interfaces, auth, pricing, or operational characteristics.
ets2-convoy-server
ets2-convoy-server appears to be a server component for managing/hosting an ETS2 convoy experience (multiplayer convoy coordination and related server-side logic).
alpine-ftp-server
Provides an FTP server intended to run on Alpine Linux (an FTP daemon/container image/use-case for hosting an FTP service).
ark-server
ark-server appears to be a server-side component for the ARK ecosystem (commonly associated with the game ARK: Survival Evolved), but no README/repo/package-manifest content was provided in the prompt, so the specific API/interface, auth model, endpoints, and operational behavior cannot be verified.
borg-server
borg-server is a server component intended to provide an API/service around BorgBackup (borg) repositories—commonly used to manage backup repositories, perform backups, and/or restore operations over a network interface (exact endpoints/behavior not provided in the prompt).
geoserver-cloud-wcs
geoserver-cloud-wcs appears to be a Cloud/GeoServer-related component focused on WCS (Web Coverage Service) capabilities. However, no repository/README/package-manifest contents were provided in the prompt, so specific implementation details (APIs, auth, configs, endpoints, error semantics) cannot be verified from observable facts.
ac-wotlk-dev-server
Insufficient package information provided to determine what ac-wotlk-dev-server does or how it operates. The prompt includes only the package name and the evaluation schema, but no README, repository metadata, or manifest content to analyze.
awtrix-server-arm
awtrix-server-arm is an ARM-oriented server package for AWTRIX (an app/ecosystem used to display notifications and other content on LED matrix/badge displays). Typical function is to provide the server-side component that accepts data/animations and forwards them to one or more AWTRIX/compatible LED displays.
code-push-server
code-push-server appears to be a self-hostable server for enabling “code push” style distribution of app/web updates (commonly OTA updates), acting as a backend that receives builds/artifacts and serves them to clients.
dcos-geoserver
dcos-geoserver appears to be a DC/OS (Marathon) package that deploys and configures a GeoServer instance. GeoServer is typically used to serve geospatial data (e.g., WMS/WFS) over standard OGC protocols.
gpu-board-server
gpu-board-server appears to be a server component intended to expose/manage a “GPU board” (e.g., hardware status, metrics, or remote control), but no repository content (README, API spec, manifests, endpoints, or auth details) was provided here, so its exact behavior cannot be verified.
borg-server
borg-server appears to be a service/tool related to BorgBackup repositories (server-side management/hosting). However, no README/repo metadata/content was provided here, so the specific endpoints, auth scheme, and operational behaviors cannot be verified.
altis-local-server-php
altis-local-server-php appears to be a local (self-hosted) PHP server component intended for running Altis-related functionality on a developer machine. Based on the provided input, no README/repo metadata or manifest content was included, so concrete details (endpoints, auth model, error handling, etc.) cannot be verified.
l2tp-ipsec-vpn-server
l2tp-ipsec-vpn-server appears to be a software package for running an L2TP/IPsec VPN server, providing secure tunneling for clients (typically via IPsec for encryption/authentication and L2TP for session encapsulation).
mapserver
mapserver appears to be a GIS/map rendering server package (no repository README/content provided in the prompt to verify exact features).
dst-server
dst-server appears to be a server component for the “dst” project, likely exposing an API for managing or streaming “DST” data or state. However, no README/repo metadata/package manifest was provided in the prompt, so the exact behavior, endpoints, and operational model cannot be verified.
anvil-app-server
anvil-app-server appears to be an application/server component for an Anvil-based app. Based on the provided information, no README/repo details, API contracts, or operational docs were included, so the exact features, endpoints, and behaviors cannot be verified.
firetv-server
firetv-server is an application/package intended to provide a server interface for controlling or interacting with Amazon Fire TV devices (e.g., via network requests from other clients).
chef-server
chef-server is infrastructure software for running and serving a Chef Server instance, which manages configuration data (cookbooks/roles/environments) and provides APIs for Chef clients to register and converge.
fxserver
fxserver appears to be a backend/server component related to the “FXServer” ecosystem (commonly associated with FiveM/Five-related game server frameworks). However, no README/repo metadata or interface details were provided in the prompt, so the exact capabilities, endpoints, authentication, and operational behavior cannot be verified from observable facts.
rsync-server
rsync-server is an rsync daemon-style server configuration/implementation intended to provide file synchronization service over the network using the rsync protocol. As evaluated from the provided prompt context, no README/repo metadata was supplied, so details about its specific interface, auth, and behavior cannot be verified.
dhcp-server
Provides DHCP server functionality (assigning IP configuration to clients on a network).
docker-lx-music-sync-server
docker-lx-music-sync-server appears to be a Docker-based service intended to synchronize or manage a local music library (likely integrating with a media player/ecosystem such as “LX Music”). No README/repo manifest content was provided here, so capabilities are inferred only from the package name.
fmeserver-web
fmeserver-web appears to be a web/front-end component for an “fmeserver” service (likely providing a user interface for server-side functionality). However, no repository contents/README/package manifest were provided in the prompt, so specifics about endpoints, features, auth, or behavior cannot be determined from available data.
kcp-server
kcp-server appears to be a server component related to KCP (Kernel Control Plane/Control Plane for KCP projects). Based on the provided input, no README/repo details, API surface, auth scheme, or operational characteristics were included, so the evaluation is necessarily limited.
mohaa-server
mohaa-server appears to be a server application for the game MOHAA (Medal of Honor: Allied Assault), likely used to host multiplayer matches and manage game server configuration and runtime.
rust-game-server
rust-game-server appears to be a Rust-based game server project, likely intended for hosting/serving a multiplayer game. From the provided information, there is no README/repo manifest content to verify specific features (protocol, APIs, auth model, deployment mode).
bukuserver
bukuserver appears to be a software component named 'bukuserver' (likely a server for interacting with or serving BUKU, a command/URL bookmarking tool). However, no README/repo metadata or interface documentation was provided in the prompt, so its exact capabilities, API surface, authentication model, and operational behavior cannot be verified.
anisette-server
anisette-server appears to be a server component for the Anisette/Apple-specific fingerprinting ecosystem (commonly used to supply a stable set of device-identifying values to clients). Without repository README/manifest content, the exact HTTP surface, configuration, and behavior cannot be verified from the provided data.
ark-server
ark-server appears to be a server component for the “ARK” project, likely providing backend services and/or a game/server control plane. However, no repository contents (README, API docs, interfaces, auth/pricing details) were provided in the prompt, so the exact functionality, endpoints, and operational behavior cannot be verified from available data.
mailserver-web
mailserver-web appears to be a web interface component for running/administrating a mail server (e.g., managing users, mailboxes, and related settings). However, no README/repo details were provided in the prompt, so this evaluation can only reflect the absence of documented interface/security/reliability specifics.
aircomix-server
aircomix-server appears to be a self-hosted server component (likely for AirComix) but no repository README, API docs, manifest, or other concrete interface details were provided in the prompt, so its exact capabilities, endpoints, and operational behavior cannot be confirmed from available data.
container-puppetserver
container-puppetserver appears to be a containerized distribution/configuration for running Puppet Server. It likely packages the Puppet Server runtime and required configuration to run it in a container environment (as suggested by the name), enabling Puppet catalog compilation and agent orchestration.
docker-woocommerce
docker-woocommerce appears to be a Docker-focused package aimed at running or deploying a WooCommerce/WordPress stack via Docker containers. Based on the provided package name alone, this is best characterized as a deployment/infrastructure helper rather than a SaaS API.
home-gallery-api-server
home-gallery-api-server appears to be a server for exposing a “home gallery” domain via an API. However, no README/repo/package manifest contents were provided, so functionality, endpoints, auth, and operational details cannot be confirmed from the supplied data.
lpwanserver
lpwanserver is a network server implementation for LoRa/LPWAN-style communications, likely handling device uplink reception, downlink scheduling, and gateway/packet routing. Specific exposed APIs, auth model, and operational guarantees are not provided in the prompt, so the evaluation is based on package name/typical role rather than confirmed docs.
pgo-apiserver
pgo-apiserver appears to be an API server component for the PGO (Progressive/Policy/PGO-like) ecosystem, exposing HTTP endpoints to serve application data and operations. Based on the provided input, no README/repo metadata or manifest content was available to confirm exact endpoints, protocols, auth scheme, or operational behavior.
iis-mysql-php-wordpress
Inspects and combines IIS + MySQL + PHP + WordPress deployment pieces (e.g., a reference stack/build for running WordPress on IIS with a MySQL backend).
arma-server-web-admin
arma-server-web-admin appears to be a web administration interface for an ARMA game server. Based on the provided package name alone, it likely provides UI-based management for server settings and/or server administration tasks.
windscribe-socks-server
Windscribe SOCKS server intended to route client traffic through Windscribe VPN using a local SOCKS proxy.
ci-server
Information about the ci-server package (README/repo/package manifest contents) was not provided, so its functionality and interfaces cannot be verified.
dglux-server
dglux-server appears to be a server component for the DGLux project (likely providing an HTTP service for running/serving DGLux functionality). However, the provided prompt includes no repository README, API docs, endpoints, auth details, or package manifest content to verify exact capabilities.
sawtooth-supply-chain-server
sawtooth-supply-chain-server is a Sawtooth (Hyperledger Sawtooth) application/server intended to support supply-chain related workflows on a blockchain. Based on the provided input, no README/repo details were available to confirm the exact endpoints, authentication model, data model, or operational behavior.
zandronum-server
The package name indicates it is a server component for Zandronum (a Doom-engine-derived multiplayer game server). Without repository contents/README details, the exact commands, API surface, and operational behavior cannot be verified from the provided input.
libki-server
libki-server is a server-side library/package that implements the backend service for libki (a Keybase/Key Integrity–style client ecosystem). From the provided information, no README/repo contents or manifest were included, so the concrete endpoints, features, and operational behavior cannot be verified.
server-base
server-base appears to be a foundational/internal library for building server-side components, providing shared configuration and base server scaffolding. However, no README/repo details or manifest were provided in the prompt, so the exact endpoints/interfaces, behaviors, and guarantees cannot be verified.
webserver
The “webserver” package appears to provide a basic web server capability (i.e., something that can accept HTTP requests and serve responses). However, no repository contents, README, or manifest details were provided, so the specific interface, configuration, and behavior cannot be verified.
zenml-server
zenml-server appears to be a backend/server component for ZenML (an ML workflow/orchestration platform). This evaluation is limited because no README/repo metadata/package manifest content was provided, so interface, auth, and operational details cannot be verified from source facts.
almond-server
almond-server is a server-side package; however, no README/repo/package-manifest details were provided in the prompt, so its exact functionality, endpoints, auth model, pricing, and operational characteristics cannot be verified from observable facts.
ark-server-tools
ark-server-tools appears to be a set of utilities related to running or managing ARK game servers (e.g., server lifecycle, configuration, or operational helpers). However, no README/repo/package manifest content was provided here, so concrete features cannot be verified.
documentserver-ee
documentserver-ee appears to be an “enterprise edition” document server component. Based on the limited information provided (package name only, no README/repo/package manifest), its exact functionality, deployment model, and APIs cannot be verified from facts.
gmod-server
gmod-server appears to be a package intended to run/manage a Garry's Mod (GMod) game server. Based on the provided information, there is no README, API description, or manifest content to analyze, so details about its interfaces, authentication, pricing, and operational behavior cannot be verified.
insurgency
insurgency is an open-source FPS game server/modding ecosystem centered on the Insurgency gameplay experience (server binaries/configuration and community content). This evaluation is based on the limited package name provided, with no README/repo manifest or API/interface documentation to confirm specific implementation details.
koha-ncip-server
koha-ncip-server appears to be a server component related to Koha (library management) and/or NCI(P) integration. Based on the provided input, no README or manifest details were included, so the exact endpoints, behavior, and capabilities cannot be confirmed.
komodo-server
komodo-server is a server package (likely part of a “Komodo” stack) for running backend services; however, no repository README/metadata/content was provided here to confirm its exact functionality or supported interfaces.
minecraft-forge-server
minecraft-forge-server appears to be a Minecraft server setup targeted at Minecraft Forge modding. As provided, no README/repo metadata/package manifest was included, so the evaluation is based on the package name only and therefore cannot confirm specific features, interfaces, auth, pricing, or operational guarantees.
oscam
oscam is a software package related to enabling access to conditional-access/cam services (commonly for media decryption setups). With only the package name provided and no README/repo metadata/content, its exact features, interfaces, and operational behavior cannot be confirmed.
4testing-documentserver-de
Unable to evaluate: no package content (README/repo metadata/package manifest/API details) was provided for 4testing-documentserver-de.
4testing-documentserver-ie
Insufficient information provided to evaluate this specific package (only the package name was given, no README, API docs, repository metadata, or manifest).
actual-server
Cannot be evaluated: no README/repo/manifest content was provided for the package "actual-server" beyond its name.
addons-server
addons-server appears to be a server component for an “addons” feature set, but the provided prompt includes no README, API docs, or other metadata to confirm its exact functionality, endpoints, auth model, or operational behavior.
anki-sync-server
anki-sync-server appears to be a custom server for synchronizing Anki data (e.g., decks/cards/notes) between clients. The provided prompt includes no README, repo metadata, API spec, or usage details, so the evaluation is necessarily based on the package name only.
apigee-mart-server
apigee-mart-server is a server component related to Apigee/MART integration, but no repository contents (README, API spec, auth/rate-limit docs, or manifest) were provided in the prompt. Therefore the concrete capabilities, endpoints, and operational characteristics cannot be verified.
apim-connector-server
Evaluation cannot be completed because no repository/README/package-manifest content was provided for apim-connector-server. As a result, the availability and quality of its interfaces, auth, docs, rate limits, error handling, and reliability/security characteristics are unknown.
apiserver
Insufficient repository content was provided to determine the functionality of the "apiserver" package.
api_server
api_server appears to be a server-side API package, but no repository content (README, docs, endpoints, authentication, pricing, or manifests) was provided in the prompt. As a result, the package’s concrete capabilities and behaviors cannot be verified from observable facts.
appserver
Insufficient information provided about the appserver package (no README, repository metadata, API spec, or interface details were included).
app-server
No repository README, API specification, manifest, or other package metadata was provided for “app-server”, so its functionality, interfaces, auth model, pricing, and operational characteristics cannot be determined from the supplied input.
app.server
No repository/README or other package manifest content was provided for app.server, so its purpose, interfaces, auth, pricing, and operational characteristics cannot be determined from the available data.
appsmith-server
appsmith-server appears to be the server-side component for Appsmith, a self-hosted/open-source application builder. Without the provided README/repo metadata beyond the name, the evaluation is necessarily based on limited observable facts (package name only) and therefore most interface/auth/security details cannot be verified.
ardb-server
No package README/repo metadata or manifest content was provided for ardb-server, so the service’s actual functionality, interfaces, auth, pricing, and operational behaviors cannot be verified from evidence.
ark-sa-server
ark-sa-server appears to be a server component for the ARK SA project, but no repository contents (README, endpoints, auth details, or configuration) were provided in the prompt, so its capabilities cannot be verified from observable facts.
arlas-server
Insufficient information provided about the arlas-server package (no README/repo metadata or interface/auth/pricing details).
asa-linux-server
asa-linux-server appears to be a Linux-focused server component/package related to an ASA offering (e.g., a self-hosted service or agent runtime). Based on the provided information, no README/repo details, interface docs, or configuration specifics were included, so the exact functionality and operational behavior cannot be verified.
aspia-server
atomic-server
atomic-server is a server package, but no repository contents (README, API docs, manifest, or metadata) were provided in the prompt. As a result, its actual functionality, interfaces, and operational characteristics cannot be verified.
aznfs-container-systemd
Not enough information was provided to evaluate this package. The package name suggests an integration with systemd/aznfs (likely NFS-related service management), but there is no README, manifest, API description, or other observable documentation included in the prompt to support factual assessment.
bamboo-server
bamboo-server appears to be a server component/package, but no README/repo metadata or manifest content was provided in the prompt. As a result, its exact functionality, endpoints, and operational characteristics cannot be determined from the available data.
bedrock-server-armhf
bedrock-server-armhf appears to be a Debian/Ubuntu-style package intended to run an AWS Bedrock-related server component targeted at the ARMHF (armhf) architecture. The provided prompt includes only the package name and no README/repo/manifest content, so the exact capabilities, endpoints, and runtime behavior cannot be verified.
bit-server
bit-server appears to be a server component for interacting with Bit (likely BIT blockchain/Bit protocol) from the name/package context, but the provided prompt contains no README, API spec, or other concrete details to confirm its exact functionality or interfaces.
blynk-server
Cannot be determined from the provided input. Only the package name "blynk-server" was provided without README/repo/package manifest details, so the server’s actual purpose, interface, and behaviors cannot be assessed reliably.
blynk-server
Insufficient information provided to evaluate blynk-server from source/README details. Cannot determine its API surface, authentication model, pricing, reliability, or security properties.
bmlt-root-server
Insufficient information provided to evaluate the bmlt-root-server package (no README/repo contents/manifests included).
c2id-server-min
Insufficient information provided to evaluate the c2id-server-min package. No README, API/interface description, auth mechanism, pricing, or reliability details were included in the prompt beyond the package name.
c3-server
c3-server appears to be a server-side package, but no repository contents (README, manifests, or API documentation) were provided in the prompt, so its capabilities cannot be determined from available data.
catapult-server
catapult-server appears to be a server-side component (likely for the Catapult project), but the provided prompt contains no repository/README/package-manifest content to verify its actual API surface, features, auth, pricing, or behavior.
cdm-server
Insufficient package content was provided (no README/repo metadata/package manifest). As a result, the service capabilities, endpoints, authentication, pricing, and operational characteristics for cdm-server cannot be determined from the given information.
cfd-server
Insufficient information provided to evaluate the cfd-server package. No README, API spec, repository metadata, or manifest content was included, so its functionality, interfaces, and operational characteristics cannot be verified.
cfd-server-nightly
Not enough package data was provided to determine what cfd-server-nightly does, how it exposes interfaces, or its operational/security characteristics. The evaluation below uses conservative assumptions based solely on the package name and the lack of README/repo/manifest content.
che-server
che-server appears to be a server component (likely an HTTP service) related to “CHE” (possibly an embedded code editor / developer environment server). However, no README/repo metadata or interface/auth/pricing details were provided in the prompt, so its exact capabilities cannot be determined from the available data.
chrome
Package metadata describes “chrome”, but no accompanying README, API specification, or usage details were provided in the prompt. Based on the available information alone, its functionality and interfaces cannot be determined.
cityvizor-server
cityvizor-server appears to be a server component for the “cityvizor” project, likely providing backend APIs/services for city-related visualization or mapping data. However, no README/repo metadata or manifest content was provided here, so the exact endpoints, auth method, features, and operational guarantees cannot be verified from observable facts.
clm-server
clm-server appears to be a server package, but no repository contents, README text, API/interface details, or manifest data were provided in the prompt. As a result, the evaluation is necessarily based on absence of evidence rather than verified features.
code-push-server
code-push-server appears to be a server component intended to support CodePush-style application updates (serving update bundles/metadata to clients). No README/repo/package manifest content was provided, so capabilities, endpoints, and exact behavior cannot be confirmed from the given data.
config-server
Insufficient repository/README/package-manifest content was provided for the config-server package, so its functionality, interfaces, auth, pricing, and operational characteristics cannot be determined from the given input.
connector-builder-server
Insufficient information provided to evaluate connector-builder-server. No README/repo metadata/package manifest contents were included, so the service capabilities, interfaces, auth, pricing, and operational behaviors cannot be determined from the prompt.
control-plane
Insufficient information provided to evaluate the control-plane package. No README, API spec, repository metadata, manifest, or interface/auth/pricing documentation was included in the prompt.
corteza-server-corredor
The provided package name (corteza-server-corredor) suggests a component of the Corteza server (likely the "corredor" service/module) used to run parts of the Corteza platform. However, no README/repo metadata/package manifest content was included in the prompt, so the concrete functionality, interfaces, and operational characteristics cannot be verified from observable facts.
cosmos-server
Insufficient information provided to evaluate the cosmos-server package (no README/repo/package manifest content was included).
cp-server-connect
cp-server-connect appears to be a component for integrating with a CPanel/CP Server ecosystem (or similar hosting control-panel environment) to establish server-to-server connections. However, no README, API spec, or package manifest content was provided in the prompt, so the exact functionality, endpoints, configuration, and operational behavior cannot be verified.
cp-server-connect-base
cp-server-connect-base appears to be a base server component/library for the "server-connect" family of integrations. Based on the provided information, no README, API contract, or code details were supplied, so its exact functionality and interfaces cannot be verified.
crash.server
Insufficient information provided about the crash.server package to evaluate its functionality, interfaces, security, or reliability.
cryptic-game-server
cryptic-game-server appears to be a custom game server project, but no repository content (README, API docs, manifests, or configuration) was provided to determine its exact features, endpoints, authentication model, or operational characteristics.
cs16-server
cs16-server appears to be a server-side application/package, but no README/repo metadata/content was provided in the prompt to determine its exact purpose, endpoints, auth model, pricing, or behaviors.
cs16-server
cs16-server appears to be a server-side package/service, but the provided prompt does not include any repository README, API specification, or package manifest content to determine its purpose, endpoints, authentication, or operational behavior.
cs1.6-server-more-maps
cs-pulse-server
Insufficient information was provided to evaluate cs-pulse-server. No README/repo metadata/package manifest content was included, so I cannot determine its API surface, authentication model, pricing, operational behavior, or reliability/security characteristics.
cts-mailserver
No package content (README/repo metadata/manifest) was provided in the prompt, so the functionality of cts-mailserver cannot be determined from available data.
data-api-server
No package content (README/repo metadata/package manifest) was provided for data-api-server, so its interfaces, auth, pricing, and operational characteristics cannot be evaluated from observable facts.
datalore-server
datlore-server appears to be the server component for Datalore (JetBrains’ notebook/data science platform). No repository README or manifest content was provided here, so specifics about its API surface, auth, errors, and operational behavior cannot be verified from the supplied data.
dblab-server
dblab-server appears to be a server component (likely for a service named dblab), but no README, API docs, or repository metadata was provided in the prompt. As a result, its concrete functionality, endpoints, auth model, and behaviors cannot be verified.
db_server
Insufficient information provided to evaluate db_server. No README/repo metadata/package manifest or interface/auth/pricing documentation was included in the prompt.
dcss-server
dcss-server appears to be a server component for a “dcss” project, likely related to serving game/server functionality. However, no README/repository metadata or package manifest content was provided here, so the available interface, auth, and operational behaviors cannot be verified from facts.
dnf-server
Insufficient information provided to determine what the `dnf-server` package does (no README/repo metadata/content was included).
documentserver-de
Package documentserver-de appears to provide a document server component (likely for serving/rendering documents), but the provided prompt contains no repository/README/package-manifest content to verify its exact functionality, interfaces, auth, or operational characteristics.
doh-server
No package content (README/repo metadata/manifests) was provided for doh-server, so its functionality, interfaces, auth, pricing, and operational characteristics cannot be determined from the supplied input.
dst-server
dst-server is not sufficiently described in the provided input (no README/repo details were included). Based on the name alone, it is likely a server component related to the “dst” project, but no verifiable functionality, endpoints, or behavioral guarantees can be assessed from the supplied data.
edge-server
No repository/README/package-manifest content was provided for “edge-server”, so its purpose and capabilities cannot be verified from observable facts.
ejtserver
ejtserver appears to be a server-side package, but no README/repo metadata or manifest content was provided here to verify its actual functionality, interfaces, or operational characteristics.
embetty-server
embetty-server appears to be a server-side package (likely for the “embetty” project), but no README/repo metadata or API/interface documentation was provided in the prompt. As a result, its concrete capabilities, endpoints, and operational behavior cannot be determined from observable facts.
enterprise-server
Insufficient package information provided. Only the package name 'enterprise-server' is given, with no README/repo metadata, API docs, auth details, pricing, or operational characteristics to evaluate.
export-server
export-server is an API server package intended to expose export functionality (e.g., generating downloadable exports from an application’s data). However, in the provided prompt there is no repository README/manifest content describing the actual endpoints, auth model, or runtime behavior, so details cannot be verified.
expose-server
Insufficient information provided about the expose-server package (no README/repo metadata/manifests included), so its purpose, interfaces, and behaviors cannot be verified.
feature-server
Insufficient information provided to evaluate the feature-server package. No README/repo metadata/package manifest or interface/auth/pricing details were included in the prompt, so claims about its behavior, API surface, or security properties cannot be validated.
feserver
feserver appears to be a server component/package, but no README/repository details, API specs, or package manifest content were provided in the prompt. As a result, its exact functionality, interfaces, and operational characteristics cannot be verified from available data.
fmeserver-core
fmeserver-core appears to be core server-side functionality for an “fme” server, but the provided prompt contains no README/repo metadata or manifest details to confirm its exact responsibilities, endpoints, auth model, pricing, or operational behavior.
fmeserver-engine
No package content (README/repo/manifest) was provided for fmeserver-engine, so its functionality, interfaces, auth, pricing, and operational characteristics cannot be verified from observable facts.
fmeserver-queue
fmeserver-queue appears to be a queueing component/service for a “fmeserver” system (likely to manage background jobs or message delivery asynchronously). From the information provided, there is no README/package manifest content to verify exact capabilities, APIs, auth, pricing, or operational behavior.
folotoy-server
No repository/README or API specification content was provided for folotoy-server, so its functionality, endpoints, and operational characteristics cannot be determined from the supplied information.
frost-server
Insufficient information was provided about the frost-server package (no README, API specs, or manifest content). Therefore, this evaluation cannot confirm its functionality or interfaces.
fxserver
Insufficient information was provided about the fxserver package (no README/repo metadata/package manifest content). Therefore, this evaluation cannot make reliable, observable claims about what it does or how it exposes interfaces.
gbp-server
gbp-server appears to be a server-side component/project, but no README, API description, or manifest content was provided in the prompt. Based on the available information, its functionality, endpoints, and operational behavior cannot be verified.
git-server
No package content (README/repo metadata/package manifest) was provided for “git-server”, so its actual functionality and interfaces cannot be determined from observable facts.
gsnova-server
gsnova-server appears to be a server component (likely for the gsnova project). However, no README/repo/package manifest details were provided in the prompt, so its exact purpose, endpoints, and operational behavior cannot be determined from available data.
h2o-ci
h2o-ci is a CI-oriented tooling/package related to H2O (likely the web server) intended to automate testing/build steps in a continuous integration environment. Exact feature set, commands, and interfaces are not provided in the supplied data, so this assessment is based on the package name only.
h5st_server
Insufficient information provided to evaluate the h5st_server package. No README, API/interface description, auth details, pricing, or operational/reliability documentation was included in the prompt.
harbor-adminserver
No repository/README/package-manifest content was provided for harbor-adminserver, so its functionality, APIs, auth, pricing, and operational characteristics cannot be determined from the given input.
hca-server
Insufficient package content was provided to evaluate hca-server’s purpose or capabilities (no README/repo details, manifest, or API/interface documentation).
hnet-server
No repository content (README, API docs, or manifest) was provided for hnet-server, so its actual functionality, interfaces, and operational behavior cannot be determined from the given input.
hotdogserver
hotdogserver appears to be a software package named as a server, but no repository contents (README, API description, endpoints, or manifest) were provided in the prompt. Without observable implementation details, its functionality cannot be reliably determined.
htpcmanager
No repository/README/package-manifest content was provided for htpcmanager, so the functionality, interfaces, and operational characteristics cannot be determined from observable facts.
http_server
A package named http_server; no README/repo metadata or manifest content was provided, so the service’s actual behavior, endpoints, and features cannot be determined from the prompt.
icarus-server
No repository content (README, API docs, manifest, or metadata) was provided for icarus-server, so its functionality and interfaces cannot be determined from the input.
idea-license-server
idea-license-server appears to provide a license-management service for “idea”/IDE-related software. However, no repository README, API spec, or manifest content was provided in the prompt, so the actual functionality, endpoints, auth, and operational characteristics cannot be verified from observable facts.
iis
Insufficient information was provided about the “iis” package (no README/repo metadata/API docs). Cannot reliably determine its functionality or interfaces.
i-net-pdfc-server
No package manifest/README content was provided in the prompt for i-net-pdfc-server, so its actual API behavior, endpoints, auth, pricing, and operational characteristics cannot be verified.
java8_server
Insufficient information provided to evaluate what the "java8_server" package/service does (no README, repo metadata, API details, or manifest contents were included).
jmserver
jmserver appears to be a server component (exact functionality not provided in the prompt). No repository README/manifest content was included, so interface, auth, pricing, and operational behaviors cannot be verified.
kf-server
Insufficient information provided to evaluate this specific package (kf-server). No README/repo metadata, API/interface description, auth, pricing, or operational/reliability documentation was included in the prompt.
kiwi-server
Insufficient package data provided to evaluate kiwi-server’s functionality. No README, API spec, or repository metadata was included in the prompt, so the server’s purpose, endpoints, auth model, and behavior cannot be determined.
ks-apiserver
Insufficient information provided to evaluate ks-apiserver (no README/repo metadata/package manifest content included).
ks-apiserver
ks-apiserver appears to be an API server component (likely for Kubernetes/OpenShift-style workloads, given the name), but no README, manifests, or interface details were provided in the prompt, so concrete functionality cannot be verified.
lamp-server
No repository README or manifest content was provided for “lamp-server”, so its actual functionality, interfaces, authentication, pricing, and operational behavior cannot be determined from the input.
lava-server
The provided prompt contains only the package name (lava-server) and no repository/README/package-manifest content to evaluate. As a result, the service’s functionality, interfaces, auth, pricing, and operational characteristics cannot be determined from the supplied data.
lds-server
lds-server is an HTTP server package (from the provided identifier only) that likely serves Linked Data / LDS-related endpoints. However, no README, repo metadata, or manifest content was provided here, so specific functionality and interface details cannot be verified.
legend-engine-server
legend-engine-server appears to be a server component for the “legend-engine” project. Based on the provided information, no README/repo metadata/API docs were included, so the exact functionality, endpoints, auth model, and operational behavior cannot be verified from observable facts.
legend-sdlc-server
linx-server
linx-server appears to be a server-side component for the Linx ecosystem, likely exposing an HTTP API to support agentic workflows (e.g., tools/actions execution). However, no README/repo metadata or package manifest was provided here, so the exact capabilities, endpoints, and behavior cannot be verified from the supplied data.
linx-server
linx-server appears to be a server-side component for the "linx" ecosystem, but no README/repo metadata or package manifest was provided in the prompt, so its exact function, interfaces, auth, and guarantees cannot be verified from observable facts.
linx-server
linx-server appears to be a server-side package (not enough repository/README content was provided to confirm exact functionality). Based on the name alone, it likely provides an HTTP API backend for Linx-related features, but no concrete endpoints, capabilities, or contract details are available from the provided input.
lora-app-server
No repository README, API spec, or other package manifest content was provided for lora-app-server, so its actual functionality and interface could not be determined from the prompt.
lora-gateway-bridge
No repository README or manifest content was provided for lora-gateway-bridge, so its functionality, interfaces, auth model, and operational behavior cannot be verified from the given information.
mailserver
No package content (README/repo metadata/manifest) was provided for “mailserver”, so capabilities, interfaces, auth, pricing, and operational details cannot be determined from observable facts.
makerpms
makerpms appears to be a project/package, but no README, API docs, interface details, or other repository metadata were provided in the prompt, so its functionality cannot be determined from the available input.
m-apiserver
m-apiserver appears to be an API server package, but no README/repo/package manifest content was provided in the prompt, so specific functionality, endpoints, auth model, and operational behavior cannot be verified.
mapserver
No repository/manifest content was provided for the 'mapserver' package, so its functionality and interface cannot be determined from the given input.
mdm-server
Insufficient information provided to evaluate mdm-server. No README/repo metadata/package manifest or interface/auth/pricing/security/reliability documentation was included in the prompt.
mega-get-server
Insufficient information was provided about the mega-get-server package (no README, API specs, or manifest content). As a result, the service’s purpose, endpoints, auth model, and reliability characteristics cannot be verified from the given data.
minecraft-server
No README/repo/package-manifest content was provided for minecraft-server, so its functionality and interfaces cannot be verified from the given input.
minecraft-server
No repository README/manifest content was provided for the 'minecraft-server' package, so its functionality cannot be determined from the input.
mssql-server-linux-rails
Not enough package information was provided to evaluate this software. The name suggests an artifact related to running Microsoft SQL Server on Linux in a Rails-focused setup, but no README/repo metadata, API/interface details, auth, pricing, or operational guidance were included in the prompt.
multi-server
No package description, README, API docs, or manifest content was provided for “multi-server”, so the service capabilities cannot be determined from the supplied data.
my_servers
Insufficient information was provided about the “my_servers” package (no README/repo metadata/content). As a result, the service capabilities, interfaces, and operational characteristics cannot be evaluated from observable facts.
nanoserverless
Insufficient package information provided to evaluate nanoserverless (e.g., README/repo metadata/API docs are missing).
nano-wallet
I couldn’t evaluate nano-wallet from the information provided. Only the package name was given, with no README/repo metadata/package manifest to determine features, interfaces, auth, security posture, or reliability characteristics.
nano-work-server
nano-work-server appears to be a self-hosted/local “work server” component (exact capabilities not provided in the prompt). Without the README/repo contents, the specific API surface and behavior cannot be verified.
node-server
Insufficient package information provided to evaluate. “node-server” could refer to a Node.js HTTP server template or service, but no README/repo metadata/API details were included.
node-solid-server
node-solid-server appears to be a Node.js implementation for running a Solid-compatible server (Solid Pods / data storage & WebID-related server functionality). The provided prompt contains only the package name; no README/repo metadata or manifest content was included, so the specific endpoints, features, and guarantees cannot be verified.
nps-server
nps-server is a server component for NPS (a Node/Net “port service” style system). Based on the package name alone and without repo/README/API details, its exact API surface, auth model, and operational behavior cannot be determined from the provided information.
nrserver-free
nrserver-free appears to be an NR (Network/Node Reporter) server distribution intended for free use, likely providing a backend service. However, no repository README, API docs, or manifest contents were provided in the prompt, so the specific functionality, endpoints, and operational behavior cannot be verified.
nut-server
No package README/repo metadata or manifest content was provided for `nut-server`, so its actual functionality and interfaces cannot be verified from the prompt.
nwnee-server
Insufficient repository/content was provided to determine what the nwnee-server package does, its interfaces, authentication, pricing, or reliability characteristics.
nwserver
Insufficient information provided to evaluate the nwserver package. No README/repo metadata, API/interface details, auth/rate-limit behavior, security controls, or operational/release info were included in the prompt.
oasis_api_server
No repository/README/package manifest content was provided for oasis_api_server, so the service capabilities, endpoints, and operational behavior cannot be verified from observable facts.
omaha-server
Insufficient information provided to evaluate omaha-server. No README/repo metadata/package manifest content was included, so the service purpose, interfaces, auth, pricing, and operational characteristics cannot be determined.
opal-server
Insufficient information provided about opal-server’s API/interface, auth, pricing, and operational characteristics. No README/repo metadata or package manifest content was included to evaluate functionality.
opensrp-server-web
Not enough package content (README/repo metadata/package manifest) was provided to determine what opensrp-server-web does, its interfaces, auth, pricing, or operational characteristics.
opflex-server
Insufficient information provided to evaluate what the opflex-server package does (no README/repo/package manifest content was included in the prompt).
oso-centos7-zabbix-server
Unknown from the provided input. The package name suggests it is an Oso (authorization) integration/server component tailored for CentOS 7 and Zabbix monitoring, but no README/repo details or manifest content were provided to verify behavior, interfaces, auth, or operational characteristics.
owserver
owserver is a server component for 1-Wire devices, typically providing network access to 1-Wire sensors/actuators via a local or remote service endpoint (commonly over HTTP).
palworld-server-tool
Unable to evaluate: no README/repo metadata/package manifest content was provided for palworld-server-tool, so interface, auth, pricing, and operational behaviors cannot be assessed from observable facts.
pantheon-appserver
pantheon-appserver appears to be an application server component for Pantheon-based deployments (commonly Drupal/Pantheon-style architecture), likely providing the runtime/service layer to run the web application(s).
pa-radserver-ib
Insufficient information was provided to evaluate pa-radserver-ib. No README/repo metadata/package manifest content was included, so the service’s purpose, interfaces, auth model, pricing, and operational characteristics cannot be determined from the prompt.
paser-server
Paser server appears to be a service component for Paser (likely a parsing/ETL/orchestration server), but the provided prompt does not include README/repo/package manifest contents. Therefore, the specific functionality, endpoints, auth, and operational behavior cannot be verified from the given data.
pdf-server
Not enough package content (README/repo/manifest) was provided to determine what “pdf-server” does, how it exposes an API, or its security/reliability characteristics.
piping-server
A server component named "piping-server" that likely provides a network service for piping/streaming data between processes or endpoints. However, no repository README, API spec, or package manifest content was provided in the prompt, so concrete behaviors and interfaces cannot be verified.
pmm-server-fb
Insufficient information was provided to evaluate pmm-server-fb. No README, API/usage documentation, repository metadata, or manifest details were included, so the service's functionality, interfaces, auth, pricing, and operational characteristics cannot be determined reliably.
polaris-server
Unable to evaluate from provided input: no README/repo metadata/package manifest contents were supplied for polaris-server.
ppanel-server
Unable to evaluate: no README/repo metadata or package manifest contents were provided for ppanel-server, so observable facts about its interfaces, authentication, security, and reliability cannot be determined.
ppanel-server-dev
Not enough repository/package details were provided to evaluate this package. The name suggests a “ppanel” server component for development, but there is no README, API description, configuration, or manifest content to base a fact-based assessment on.
puppet-forge-server
The evaluation agent does not have the repository README, API/interface details, or package manifest for puppet-forge-server. With no observable facts about its endpoints, auth, docs, pricing, or operational behavior, the package cannot be assessed beyond generic defaults.
qewd-server
Insufficient information provided to evaluate qewd-server. No README/repo metadata/package manifest or interface details were included in the prompt, so capabilities, endpoints, auth, pricing, and operational behavior cannot be determined.
rki-covid-server
Insufficient information provided to evaluate the rki-covid-server package (no README/repo/API or manifest content included).
roboserver
roboserver appears to be a software package named "roboserver", but no README, repo metadata, manifest, or interface details were provided in the prompt. As a result, this evaluation can only be based on the absence of observable information.
rpc-server
rpc-server is described only by name; no README/repo metadata/package manifest content was provided, so its actual API surface, auth, and runtime behavior cannot be determined from the input.
rtail-server
rtail-server appears to be a server component (implementation details not provided in the prompt). With only the package name and no README/repo/manifest content, the tool’s exact purpose, API surface, and operational behavior cannot be verified.
rust-server
No repository content (README, manifest, or package metadata) was provided for `rust-server`, so its purpose, interfaces, auth, pricing, and operational characteristics cannot be determined from the input.
rust-server
Insufficient information provided to evaluate this package. The prompt only includes the package name "rust-server" without README/repo contents, interface details, docs, or configuration/manifest data.
satis-server
No repository/README/package manifest content was provided for “satis-server”, so its features, API surface, auth, pricing, security, and reliability cannot be determined from observable facts.
scheduler-maestro
No package description, README, API documentation, or manifest content was provided for scheduler-maestro, so its capabilities cannot be determined from the input.
scheduler-server
No package manifest/README content was provided for “scheduler-server”, so its actual capabilities (API surface, auth, scheduling semantics, persistence, etc.) cannot be verified from observable facts.
scout-server-stage
No package metadata (README/repo contents or manifest) was provided for scout-server-stage, so the service functionality cannot be verified from observable facts.
seb-server
seb-server appears to be a server component/package (likely part of a larger project), but no repository contents (README/API spec/manifest) were provided here to determine its concrete functionality, endpoints, configuration, or operational behavior.
server
Insufficient information provided to determine what the “server” package does (no README/repo/package manifest content included).
server
Insufficient information provided about the 'server' package (no README/repo metadata/api spec/manifest content), so its functionality and interface cannot be determined from the prompt.
server
Insufficient package information provided. The name "server" is too generic to determine what this package/service does, what interfaces it exposes, or how it is secured.
server
Insufficient package information provided (only the package name 'server' with no README/repo metadata or interface details).
server
A package named "server" was provided, but no README/repo/package manifest content or observable API details were included in the prompt. As a result, its functionality, interfaces, auth, pricing, and operational behavior cannot be determined from the given data.
server
Not enough information was provided about the “server” package (no README, API spec, or manifest details). A meaningful evaluation of its interfaces, auth, pricing, security, and reliability cannot be completed from the given input.
server
Insufficient information provided about the “server” package. No README, API spec, manifest, or usage details were included, so functionality, interfaces, auth, pricing, and operational characteristics cannot be determined reliably.
server
Package named "server" is too underspecified to evaluate: no README, API specification, authentication details, or operational docs were provided, so the service capabilities cannot be determined from the given input.
server
Insufficient information provided about this package named "server" to determine its functionality, APIs, auth, pricing, or operational characteristics.
server
No package content (README/repo metadata/package manifest) was provided for “server”, so the actual purpose and capabilities cannot be determined from observable facts.
server
No package metadata, README contents, or manifest were provided for the “server” package, so its functionality, interfaces, auth, pricing, and reliability characteristics cannot be determined from the supplied input.
server
Insufficient information provided about the “server” package to determine its functionality, endpoints, or operational behavior.
server
Information about the "server" package (e.g., README, API endpoints, auth, pricing, and operational details) was not provided, so its functionality cannot be assessed from the input.
server
No repository/README/package-manifest content was provided for the package named "server", so its purpose, endpoints, auth, pricing, and operational characteristics cannot be determined from the input.
server
Insufficient information provided to evaluate what this “server” package does (no README/repo details/manifest included).
server
Insufficient package metadata was provided for the "server" package to determine its purpose, API surface, authentication, pricing, or operational characteristics.
server
Insufficient information provided about the “server” package (no README/repo metadata or interface details included), so capabilities cannot be determined.
server
No repository/README/package-manifest content was provided for the "server" package, so its actual functionality, interfaces, and operational characteristics cannot be determined from the given input.
server
No repository README/manifest content was provided for the "server" package, so its purpose, endpoints, auth, pricing, and behavior cannot be determined from the supplied input.
server
Insufficient information provided to determine what the "server" package does (no README/repo metadata/package manifest contents were included).
server
Insufficient information provided to determine what the “server” package does (no README, endpoints, interface details, or manifest were included).
server
Insufficient information provided to evaluate the 'server' package: no README, API description, auth details, pricing, or operational/reliability documentation was included.
server
Insufficient information provided to evaluate. The input only contains a package name/label "server" with no README, API specs, manifest, or metadata.
server
No package description, API details, or documentation content was provided for the 'server' package, so its functionality cannot be determined from the input.
server
The provided prompt includes only the package name "server" and no accompanying repository/README/manifest content. As a result, the package's actual behavior, interfaces, and guarantees cannot be determined from the given data.
server
No usable package documentation or metadata was provided for the “server” package, so its capabilities, interfaces, and operational characteristics cannot be determined from the prompt.
server
Insufficient information provided about the “server” package to determine its functionality, interfaces, auth, pricing, requirements, or operational characteristics.
server
Insufficient information was provided about the "server" package (no README/repo metadata/manifest content), so its functionality cannot be determined from the prompt.
server
Information about the "server" package (README/repo metadata/manifests) was not provided, so its functionality cannot be determined from the available input.
server
A software package named "server" was provided, but no repository/README contents, API details, authentication, pricing, or operational documentation were included in the prompt. As a result, its functionality and interfaces cannot be determined from the available data.
server
Package name is "server". No README, API specification, repository metadata, or package manifest content was provided, so the service purpose and capabilities cannot be determined from the provided input.
server
Insufficient information provided about the package/service named "server" (no README, API spec, manifest, or repo details). Therefore, the evaluation cannot make fact-based claims about its interfaces, auth, pricing, reliability, or security posture.
server
No package documentation or manifest was provided beyond the package name "server", so the service capabilities, interfaces, auth, pricing, and operational characteristics cannot be determined from the given input.
server
A package named "server" was provided, but no README/repo metadata/package manifest content was included, so its functionality cannot be determined from the supplied information.
server
Insufficient information provided to evaluate the 'server' package. No README, API spec, interface details, auth details, or operational docs were included.
server
No repository/README contents were provided for the package named “server”, so its functionality, interfaces, auth, pricing, and operational characteristics cannot be determined from the given input.
server
No package details (README, API spec, or manifest) were provided for the “server” package, so the service’s purpose and behavior cannot be determined from the input.
server
No README/repository details were provided for the “server” package, so its functionality, interfaces, auth, pricing, and reliability characteristics cannot be determined from the given input.
server
Insufficient information provided to determine what the "server" package/service does (no README/repo metadata/package manifest content included).
server
No package metadata (README, repo description, API docs, or manifest) was provided for the “server” package, so its functionality cannot be determined.
server
Insufficient information provided about the “server” package (no README, API spec, or manifest content was included), so its purpose, capabilities, and interfaces cannot be verified from observable facts.
server
Information not provided about this package beyond its name ('server'). No README, repo metadata, API specification, auth details, pricing, or operational docs were included, so capabilities cannot be confirmed.
server
Insufficient package information provided to determine what the “server” package/service does (no README, API docs, or manifest content).
server
Insufficient information provided about the “server” package to determine its functionality, interfaces, auth, pricing, or operational behavior.
server
Information about the package/service named "server" was not provided (no README/repo metadata/API docs/manifest). Therefore, the service capabilities, interfaces, auth, pricing, and reliability/security characteristics cannot be determined from the supplied input.
server
Insufficient information provided to evaluate the “server” package. No README/repo metadata, API details, auth scheme, pricing, or operational characteristics were included.
server
No repository/README/package manifest content was provided for the “server” package, so the product capabilities, interfaces, and operational behavior cannot be determined from observable facts.
server
Insufficient information provided to determine what the package/service named "server" does (no README, API spec, or manifest content was included).
server
No package documentation or manifest content was provided for the "server" package, so its functionality cannot be determined from the supplied input.
server
Insufficient information provided to determine what the "server" package does (no README/repo metadata/manifest content was included).
server
Insufficient information provided about the “server” package to determine its purpose, interfaces, authentication, pricing, or operational characteristics.
server
Insufficient information provided to determine what the "server" package/service does (no README, API spec, or manifest content was included).
server
Insufficient information provided to evaluate this package. The prompt only includes the package name "server" with no README, API specification, interface details, auth scheme, or operational/reliability documentation.
server
Insufficient information provided to evaluate the “server” package. No README, API contract, endpoints, auth details, pricing, or operational docs were included, so the service capabilities and behaviors cannot be determined.
server
Insufficient information provided about this “server” package to determine its functionality, endpoints, auth, pricing, or operational behavior.
server
The provided input only contains the package name "server" and does not include any README, API specification, manifest, or other documentation to determine what the service does or exposes.
server
Insufficient information provided about the “server” package. No README/repo metadata or manifest details were included, so the service interface, behavior, and operational characteristics cannot be determined.
server-api
No repository/README/package manifest content was provided for server-api, so the actual API capabilities, endpoints, auth, pricing, and operational behavior cannot be determined from the given input.
server-arm64
No package content (README/repo metadata/package manifest) was provided for server-arm64, so its functionality and capabilities cannot be determined from the given data.
server_deps
Insufficient information provided to evaluate this package. The input only includes the package name (server_deps) and no README, API/SDK details, manifest, or repository metadata to determine functionality, interfaces, auth, pricing, or operational characteristics.
server-full
Insufficient information provided to evaluate the package "server-full" (no README/repo metadata/package manifest included).
serverless
No package contents (README/repo metadata/manifest) were provided for the “serverless” package, so its functionality, interfaces, auth, pricing, and operational characteristics cannot be determined from the available data.
serverless
Not enough repository/README/package-manifest content was provided to determine what the "serverless" package/service does. The evaluation below therefore reflects uncertainty and defaults to the minimum based on lack of observable facts.
server-sandbox
server-sandbox appears to be a repository/package intended to provide a “sandbox” environment for running or testing servers, but no README/repo metadata or manifest content was provided here, so concrete features, interfaces, and operational behavior cannot be verified from the supplied data.
sig3-server
sig3-server appears to be a server component for the “sig3” system (likely related to signature generation/verification or a signing service), but no README/repo metadata, API contract, or documentation content was provided in the prompt to confirm its exact functionality or interfaces.
simple-http-server
Not enough repository/README/manifests content was provided to determine what the 'simple-http-server' package does or exposes.
skygear-server
skygear-server appears to be a backend/server component for the Skygear ecosystem, but no repository contents (README/API docs/package manifest) were provided here, so the exact functionality, interfaces, and operational behavior cannot be confirmed from the input.
smile_server
Insufficient repository/package metadata was provided to determine what the “smile_server” package does or how it exposes functionality.
snapserver
snapserver appears to be a server-side component, but no repository contents (README, manifests, or metadata) were provided in the prompt, so its functionality, interfaces, and behaviors cannot be verified from observable facts.
softethervpn
No package metadata/README content was provided for softethervpn, so its functionality cannot be determined from the input.
sons-of-the-forest-server
Insufficient information provided to evaluate the package. The prompt contains only the package name 'sons-of-the-forest-server' and no README, manifest, or API/interface details.
sphinx-server
Insufficient information was provided about the sphinx-server package (no README/repo metadata/package manifest content). Therefore, the service’s functionality, interfaces, auth model, pricing, and reliability characteristics cannot be evaluated from the given data.
spreadsheet-server
The package name 'spreadsheet-server' suggests a service for serving or manipulating spreadsheet data (e.g., CSV/XLSX) over an API. However, no README/repo metadata or manifest details were provided, so concrete capabilities cannot be verified.
squirrel-updates-server
I can’t determine what the squirrel-updates-server package does, or how to integrate/authenticate with it, because no repository/README/manifest content was provided in the prompt.
ssrserver
No repository/README/package-manifest content was provided for ssrserver, so its functionality, interfaces, and operational characteristics cannot be determined from the given data.
ssserver
ssserver appears to be a network server component, likely related to the Shadowsocks (ss) ecosystem, but no README/repo details were provided in the prompt so its exact behavior, endpoints, and configuration cannot be determined from the available information.
ssserver
Insufficient package information provided to determine what the ssserver service does (no README, repo metadata, or manifest content included).
stat_server
No repository README, API specification, or package manifest content was provided for stat_server, so its functionality, interfaces, auth, pricing, and operational characteristics cannot be determined from the given data.
study-server-build
Insufficient information provided to evaluate. The package name 'study-server-build' and no README/repo/package manifest content was included, so interface, auth, pricing, and reliability/security properties cannot be verified.
susi_server
No repository/README/package manifest content was provided for susi_server, so its purpose and behavior cannot be confirmed from observable facts.
sv-server
Insufficient information was provided to evaluate sv-server. No README/repo details, API interface description, auth scheme, pricing, or operational characteristics were included in the prompt.
takserver
takserver appears to be a server implementation related to TAK (Tactical Assault Kit) functionality, likely providing connectivity/services to TAK clients over some network protocol(s). However, no repository/README/package-manifest details were provided here, so interface, auth, and operational characteristics cannot be verified.
tedge-server
tedge-server is a server component for open-source edge connectivity/agent functionality (commonly used alongside Tedge/TEdge frameworks). Based on only the provided package name with no README/repo metadata, the exact endpoints, data flows, and operational behavior cannot be verified.
tgserver
Insufficient information provided to evaluate tgserver (no README/repo metadata or manifest contents were included).
tor-server
tor-server is evaluated only from the provided package name; no README/repo contents or manifest were included in the prompt, so its actual functionality, interfaces, auth, and operational behavior cannot be confirmed.
ubuntu-server
ubuntu-server appears to be an OS-level image/distribution target for Ubuntu Server rather than an API/package with programmatic endpoints; without additional README/manifest content, the evaluation is limited to interface/auth/pricing implications typical of an OS package/image.
uhf-server
uhf-server appears to be a server component/package, likely intended to run a service that communicates over a network protocol associated with “UHF”. Without README/repo details in the prompt, its exact API surface, endpoints, and behaviors cannot be determined.
universe-server
Insufficient information provided to evaluate universe-server. No README, API documentation, interface details, auth/pricing, or operational/reliability statements were included in the prompt, so the evaluation cannot be grounded in observable facts.
vdr-server
Insufficient information provided about the vdr-server package (no README/repo metadata or manifest content included), so the service capabilities, endpoints, and operational behavior cannot be determined.
vela-server
vela-server appears to be a server component (likely part of the Vela ecosystem), but no README/repo metadata/package manifest content was provided here to confirm its purpose, APIs, auth, or runtime behavior.
virity-server
Insufficient package data was provided to evaluate what virity-server does or how it exposes functionality (no README/repo metadata, API spec, or manifest content included).
virp-mcp-server
Not enough repository content was provided to evaluate the actual MCP server capabilities. Based only on the name (virp-mcp-server) and general repository metadata, this likely relates to exposing VIRP cryptographic trust primitives via an MCP server, but there is no concrete interface, protocol, or implementation details to confirm.
wallet-server
wallet-server is not sufficiently described in the provided input to determine its functionality, interfaces, authentication, pricing, or operational characteristics.
wdb-server
No repository/README/package-manifest content was provided for wdb-server, so its functionality and interfaces cannot be verified from observable facts.
web
Insufficient information to evaluate the specific “web” package. No README/repo metadata, API details, auth scheme, pricing, or operational characteristics were provided, so the service’s capabilities and safety properties cannot be verified.
webserver
Insufficient package information provided to evaluate a specific webserver implementation. No README/repo metadata or manifest content was included, so capabilities, interfaces, auth, pricing, and operational characteristics cannot be determined.
webserver
Cannot evaluate: no README, repository metadata, or package manifest content was provided for the "webserver" package.
web-server
A generic web-server package intended to serve HTTP requests (likely provides a local/self-hosted server). No repository contents (README, API spec, docs, manifest) were provided to confirm exact features or interfaces.
webviewer-server
webviewer-server is a server component intended to render or serve web-based views (e.g., to display web content or an in-browser viewer). Based on the provided information, its specific API surface, auth model, and operational characteristics cannot be determined.
wizard-server
wizard-server appears to be a server component, but no README/repo details or interface documentation were provided in the prompt, so its concrete functionality cannot be determined from available data.
wizserver
wizserver appears to be a server component/library (name suggests “Wiz” server). However, no README/repo metadata or manifest content was provided, so the actual functionality and interface details cannot be verified from the supplied information.
word-processor-server
word-processor-server appears to be a server-side service for programmatic word processing (e.g., generating/converting/editing office document formats). However, no README/repo details were provided in the prompt, so specific capabilities, endpoints, and operational characteristics cannot be verified.
xroad-central-server
Insufficient information provided to evaluate. The package name suggests an “X-Road central server” component, but no README, API docs, configuration, endpoints, auth details, or release notes were included in the prompt.
xserver
Insufficient information provided to evaluate xserver. No README/repo metadata, API documentation, auth details, pricing, or reliability/security claims were included in the prompt.
yelb-appserver
yelb-appserver appears to be an application server component, likely providing backend HTTP services for the yelb project. However, no README/repo details or interface/manifest information were provided, so its specific capabilities, routes, and behaviors cannot be verified.
zally-server
Insufficient package information provided to evaluate zally-server (no README/repo/package manifest contents were included).
zeoserver
The zeoserver package name suggests it provides a server component, but no README, API specification, or manifest details were provided in the prompt. As a result, its actual functionality, interfaces, authentication, pricing, and operational behavior cannot be verified from the supplied data.