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

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.

28 eval-informed mental models and critical-thinking skills for Claude Code, GitHub Copilot, Codex, Cursor, and other Agent Skills-compatible tools

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

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

An official Qdrant Model Context Protocol (MCP) server implementation

A Model Context Protocol server that provides access to Shodan API functionality

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.

A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services.

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

Model Context Protocol (MCP) server for Opik, the open-source LLM observability and evaluation platform, built by Comet. Read traces, log scores, and manage prompts from Claude Code, Cursor, or VS Code.

Your codex login → a full ChatGPT Plus/Pro account (every model, deep research, image gen, code exec) inside Claude Code, Codex & any MCP client. One-line install.

🔥🔒 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.

Switch between Claude accounts, Gemini, Copilot, OpenRouter (300+ models) via CLIProxyAPI OAuth proxy. Visual dashboard, remote proxy support, WebSearch fallback. Zero-config to production-ready.

Extract public Spotify data — tracks, albums, artists, playlists, podcasts & lyrics — without the official API. Sync + async, typed models, one dependency.

Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser

Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.