modelcontextprotocol
41 servers · 33,103★ total
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.
Code research platform for AI agents; find, understand, and prove context across your code and all of GitHub, in a fraction of the tokens. One toolset, MCP or CLI
A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.
🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most effective at each stage.
Model Context Protocol (MCP) Server to connect your AI with any MediaWiki
A memory system using mem0 for AI applications. Enables long-term memory for AI agents as a drop-in MCP server.
Production-grade GitLab MCP server with 86 tools — full GitLab control from any AI agent (Claude, Cursor, Zed).
The Control Plane for MCP — secure vault, managed runtime, audit trail, and policy-based approvals.
A Model Context Protocol (MCP) server and app for creating Datawrapper charts using AI assistants.
MCP server for Help Scout - search conversations, customers, organizations, reports, and Docs with AI agents, plus opt-in writes for drafting replies and triage
⚡ CloakBrowser MCP server for AI agents: Playwright-powered browsing, clean tool forwarding, Docker support, and multi-session HTTP transport.
Fast native Swift OmniFocus MCP server and CLI for macOS. Let AI assistants safely read, update, complete, and organize tasks and projects through documented Omni Automation APIs.
A Model Context Protocol (MCP) library for the Zig ecosystem.
MindBridge is an AI orchestration MCP server that lets any app talk to any LLM — OpenAI, Anthropic, DeepSeek, Ollama, and more — through a single unified API. Route queries, compare models, get second opinions, and build smarter multi-LLM workflows.
MCP server for Elgato Stream Deck control — set buttons, manage pages, wire actions
MCP server for Toggl Track integration with intelligent caching and reporting tools
Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code reviews, and implementation planning.
*Featured on Claude!* MCP server for accessing near real-time health data from Yale's PopHIVE platform, as well as additional HHS/CDC data
A comprehensive Model Context Protocol (MCP) server providing advanced access to the UniProt protein database.
A conformance-tested C++17 SDK for Model Context Protocol servers and clients.
This template provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python. It's designed to make AI-assisted development of MCP tools easier and more efficient.
A High-Performance Storage Infrastructure for Activity and Log Workloads
Create AI generated memes using MCP Meme Sticky. Can converted generated memes into stickers for Telegram or WhatsApp (WA coming soon). ✨ no APIs required ✨.
An AI agent that runs your Avito account: replies to buyers, keeps listings priced and promoted, fulfils orders. MCP server, 148 tools.
OpenEdu MCP Server for educational resources and curriculum planning, integrates with OpenLibrary, Wikipedia and arXiv
Book a San Francisco tennis court via MCP server w/ auth
Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.
A Model Context Protocol (MCP) server built in TypeScript that integrates with GitHub's API, enabling AI assistants to manage repositories, issues, pull requests, and code while providing a structured interface for LLM agents to perform GitHub operations.
Sequential Thinking MCP server follows First principle thinking framework
Build Model Context Protocol (MCP) servers, clients, and gateways using the NestJS ecosystem you already know.
PostgreSQL MCP server with SSH tunneling for Claude Desktop and ChatGPT
AutoMCP scaffolds your Model Context Protocol config from package.json deps
Cut API bills 40–70% and stop rogue agent behaviour with a single static binary that sits between any agent and its MCP server — enforcing tool-level security, deduplicating and semantically caching calls, and exposing Datadog‑style observability.
A content moderation system that leverages OpenAI's moderation API through Google's Agent Development Kit (ADK) and Model Context Protocol (MCP).
Package mcpmgr provides a high-level manager for connecting to, monitoring, and coordinating multiple Model Context Protocol (MCP) servers from Go applications. The companion mcpgateway package builds on top of mcpmgr to expose every managed server through a single Streamable HTTP endpoint.
Assessment of the MCP specification itself and its status as a technical standards document
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.
Production-grade Codex skill for official Unreal Engine 5.8+ MCP integration.
Greenbone/OpenVAS MCP Server for AI-assisted Vulnerability Management