Packages

Provides an MCP server (implemented in Java) that exposes two tools: (1) real-time weather retrieval via the QWeather API, and (2) Google-search-results querying via the Serper API. Includes an example of using LangChain4J with an MCP client over stdio.

Provides an MCP server that performs semantic search over local Markdown code-snippet files. On first run it parses `.md` snippets, generates embeddings using an OpenAI-compatible embeddings endpoint, persists a local JSON vector store, and exposes a single MCP tool `search_snippet(topic)` for topic-based retrieval.

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.

Percona Server for MongoDB Operator is a Kubernetes operator that automates deployment, configuration, and lifecycle management of Percona Server for MongoDB (a MongoDB-compatible database). It manages MongoDB replica sets, configuration, and operational tasks via Kubernetes resources (e.g., Custom Resource Definitions).

Provides an MCP server (implemented as a Spring Boot app) that exposes read-only access to a PostgreSQL database. It offers an MCP tool to run validated SQL queries (requires WHERE clause; blocks SELECT *) and a resource endpoint for table schema discovery from information_schema.

MCP server for integrating PowerPoint-related capabilities into an MCP-compatible agent/runtime. Enables an agent to create, read, or modify PowerPoint files via MCP tools.

An MCP server package for soccer-related data/operations, exposed to AI agents via the Model Context Protocol so agents can call soccer tools/functions.

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.

Swag is a code-generation utility (commonly for Go) that parses API definitions (e.g., annotations/metadata) and generates Swagger/OpenAPI documentation artifacts for your service.

MCP server package ("ubox-mcp-server") intended to expose some "ubox"-related functionality to AI agents via the Model Context Protocol (MCP).

Provides a Model Context Protocol (MCP) server/extension to expose VS Code context (active files, tabs, diagnostics, terminal output) and enable controlled filesystem and shell command operations to AI assistants.

A dedicated MCP (Model Context Protocol) server that provides web search capabilities to AI agents, allowing them to query the web and retrieve relevant results via MCP tools.

claude-youtube is a Claude Code skill that provides YouTube creator-focused command workflows (channel audits, video SEO, scripts, hooks, thumbnails briefs, strategy, calendars, Shorts packages, analytics interpretation, competitor analysis, upload metadata, and ideation). It can operate with manual input, and optionally fetch live channel data via YouTube Data API (API key and OAuth2 for private analytics) and keyword/trend data via optional MCP integrations (e.g., DataForSEO, NanoBanana).

A self-hosted RSS reader and knowledge management system with multi-user support, folder/tag organization, bookmark functionality, and planned AI-powered content recommendations. Deploys via Docker with PostgreSQL, Redis, and optional Milvus vector database.

A collection of “Kiro Powers” that provides curated templates and guidance for building Model Context Protocol (MCP) servers (via FastMCP/stdio), plus starter patterns for React apps using AWS Cloudscape Design System and Raycast extensions. The repo is primarily a set of installable “powers”/steering files rather than a single standalone API service.

metrics-server-metrics-server appears to refer to the Kubernetes metrics-server component, which aggregates resource usage metrics (CPU/memory) from node Kubelets and exposes them via the Kubernetes metrics.k8s.io API so tools like kubectl top and Horizontal Pod Autoscaler can consume them.

mock-http-server is a utility for standing up a local/mock HTTP server that simulates API responses for development and testing purposes.

msw-server is an npm package intended to support Mock Service Worker (MSW) on the server side, enabling request mocking in Node.js/test environments (e.g., SSR or integration tests) so HTTP calls can be intercepted and served with mock handlers.

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.

Provides an MCP (Model Context Protocol) server implementation for integrating Quip (Quip collaboration platform) capabilities into MCP-capable AI agents/tools.