Packages

multimodal-mcp-client is an early-access, Vite/TypeScript (React/NextUI) web client that provides a voice-first UI to orchestrate agentic workflows using the Model Context Protocol (MCP). It integrates multimodal input (voice/text/visual), Google Gemini capabilities, and MCP servers (either Systemprompt-provided servers configured via a Systemprompt API key or custom MCP servers via a local config file).

Provides an MCP (Model Context Protocol) server that exposes MySQL metadata and query capabilities to AI assistants. Built with Quarkus and supports MCP connectivity via SSE (/mcp/sse) and a streamable HTTP endpoint (/mcp) over an HTTP listener.

OpenVINO Model Server exposes OpenVINO-IR (and related) models over an HTTP API to run inference, typically supporting multiple backends/devices (e.g., CPU/GPU/VPU) and model variants for deployment.

An MCP (Model Context Protocol) server package intended to expose one or more tools/resources to MCP-capable agents. Based on the package name alone, specific tool capabilities, endpoints, and configuration details cannot be determined from the provided input.

pump-portal-mcp-server is an MCP server package intended to expose “pump portal” functionality to AI agents via the Model Context Protocol. Specific tools, endpoints, authentication, and operational behaviors are not provided in the input, so capabilities can only be described at a high level.

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.

A Spring Boot–integrated MCP server that implements JSON-RPC 2.0 style MCP endpoints over a traditional HTTP REST approach (explicitly not supporting SSE streaming). It provides annotation-based integration for registering MCP tools/functions and supports tool listing and tool invocation (plus initialize/ping).

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).

An MCP server package intended to report “voice status” (e.g., telephony/voice activity state) to an agent via the Model Context Protocol, likely by exposing one or more MCP tools for querying/updating that status.

Bilibili-focused MCP Server (Go) that can run over SSE or stdio, providing AI-accessible tools for querying user information, fetching latest followed content (requires login), and searching videos.

OpenSumi core framework for building AI-native IDE products, including support for Model Context Protocol (MCP) clients to connect to MCP server tools.

fake-smtp-server provides a local/stub SMTP server that can accept email from applications/tests without actually delivering it to real recipients. Typical usage is capturing inbound SMTP traffic for development, integration testing, and demonstrations.

A Model Context Protocol (MCP) server written in Go that retrieves weather data from api.weather.gov and exposes it to MCP clients.

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).

Provides a Model Context Protocol (MCP) server for Windows that allows AI assistants to control and automate Windows desktop/system tasks via natural-language commands, with a plugin-oriented architecture and support for categories like system control, file operations, web automation, and office automation.

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.

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).

prebid-server (PBS) is an open-source auction server for Prebid.js that provides ad server interoperability: it receives bid requests from a client, routes them to configured bidder adapters, normalizes/validates bid responses, and returns compatible bids to the publisher in the format expected by ad servers.

Provides an MCP server (MCP = Model Context Protocol) for the pydmnrules rule-engine library, enabling an AI agent to interact with DMN rules context and operations via MCP tools.

seekdb-mcp-server provides an MCP (Model Context Protocol) server that exposes Seek/SeekDB-style functionality to AI agents, enabling agents to query/search and retrieve data from a SeekDB backend via MCP tools.