🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

A production-ready Model Context Protocol (MCP) server that enables AI applications to seamlessly interact with Instagram Business accounts.

BitDive Model Context Protocol (MCP) server. The Autonomous Quality Loop for AI agents. Provides real runtime context, before/after trace comparison, and integration testing workflows.

MCP server for Denmark's Aula school platform — TypeScript MitID auth, no headless browser. Exposes profiles, calendar, messages, ugeplaner to AI agents (Claude/Cursor/etc) via Model Context Protocol.

A set of MCP security checklists and guides for agents and MCP servers.

A Kubernetes MCP (Model Control Protocol) server that enables interaction with Kubernetes clusters through MCP tools.

🗓️ A CalDAV Model Context Protocol (MCP) server to expose calendar operations as tools for AI assistants.

A Model Context Protocol (MCP) server that provides seamless integration with OpenProject API v3.

Example implementation of MCP Streamable HTTP client/server in Python and TypeScript.

An official Qdrant Model Context Protocol (MCP) server implementation

Control Fusion 360 with any AI through Model Context Protocol (MCP)

Model Context Protocol (MCP) server for AI-powered Fastly CDN management.

Cesium AI Integrations is a collection of reference integrations and experiments connecting the Cesium ecosystem with AI systems including Model Context Protocol (MCP) tools, retrieval pipelines, and agent skills.

Model Context Protocol for WinDbg.

A Model Context Protocol (MCP) for analyzing and querying GitHub repositories using the GitHub Chat API.

MCP server that enables language models to interact with RDKit through natural language

MCP server for the Live Tennis API — give Claude, Cursor and other LLM agents real-time tennis scores, odds and model win-probability

Make your AI coding tools work as one team. Route jobs across Claude, Codex, Cursor, Devin, Gemini, OpenRouter, and local models, carry your setup with them, and track every cost.

LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

A Model Context Protocol (MCP) server implementation that integrates with the Nutrient Document Web Service (DWS) Processor API, providing powerful PDF processing capabilities for AI assistants.

🔥🔒 Awesome MCP (Model Context Protocol) Security 🖥️

The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs.

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

AI-powered OSINT agent with interactive REPL, MCP server, and CLI. 19 tools. Works with Claude, GPT-4, or local models. For authorized security research only.