Functional Python agent framework with MCP support, enterprise security, immutable state, and production-ready observability for building scalable AI systems.

🔧 Compose Model Context Protocol (MCP) servers with management capabilities, REST API, and Web UI - Similar to Docker Compose

A TypeScript-based Model Context Protocol (MCP) server providing comprehensive dice rolling capabilities with advanced gaming mechanics

Keeper Secrets Manager - MCP (Model Context Protocol) server implementation

MCP-compatible dynamic function manager; can be used with our Greenland terrain server or standalone

Lightweight, LLM-optimized website snapshot with accessibility, network, and console monitoring via Playwright, featuring element references and robust error handling.

Retrieve video information, subtitles, and top comments with proxies.

A practical todo list manager to use with your favourite chatbot.

Official Gremlin tooling enabling reliability management, dependency tracking, experiments, and actionable reporting across services.

Easily expose Foobara commands written in Ruby as tools via MCP

This MCP server allows LLMs to interact with TeamRetro, allowing LLMs to manage user, team, team member, retrospective, health check, action, agreement and fetch the reports.

mcp-use powered CLI to connect to any MCP server with any LLM, from your terminal

⚠️ [Archived] ⚠️ Self-updating MCP server to cross-ref latest official pip, conda, poetry, uv, pixi, and pdm docs

This project demonstrates contract-first development using a spec-kit approach where OpenAPI specifications evolve organically through feature development. Each feature analyzes existing contracts for reuse before extending the API, using Specmatic MCP as intelligent guardrails throughout the process.

MCP Server测试系列

Scaffold and launch ChatGPT Developer Mode MCP servers in minutes. Runs via npx, generates OAuth or non-OAuth servers, required search/fetch tools, and JSON-RPC handlers. Built-ins: PKCE OAuth, Supabase auth, Fly.io deploy, dev scripts, tests, sample tools (search, fetch, analyze, generate). Production-ready defaults, clear docs. TypeScript-first.!

Advanced graph-based code analysis for AI-assisted software development

Building MCP Servers with Google Gemini

An MCP (Model Context Protocol) server that provides access to Astro ASO (App Store Optimization) data for LLMs.

LangGraph Agent 与 MCP Server 集成，实现AI智能聊天机器人项目

Bun Javascript Runtime MCP Server for AI Agents

whoop mcp server

Complete OneNote MCP Server for Claude Desktop - Access your entire OneNote knowledge base through AI with robust authentication and full API support

A comprehensive Model Context Protocol (MCP) server for Bitrix24 CRM integration