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model context protocol github topics github skip to content navigation menu toggle navigation sign in appearance settings platform ai code creation github copilot write better code with ai github copilot app direct agents from issue to merge mcp registry new integrate external tools developer workflows actions automate any workflow codespaces instant dev environments issues plan and track work code review manage code changes application security github advanced security find and fix vulnerabilities code security secure your code as you build secret protection stop leaks before they start explore why github documentation blog changelog marketplace view all features solutions by company size enterprises small and medium teams startups nonprofits by use case app modernization devsecops devops ci cd view all use cases by industry healthcare financial services manufacturing government view all industries view all solutions resources explore by topic ai software development devops security view all topics explore by type customer stories events webinars ebooks reports business insights github skills support services documentation customer support community forum trust center partners view all resources open source community github sponsors fund open source developers programs security lab maintainer community accelerator github stars archive program repositories topics trending collections enterprise enterprise solutions enterprise platform ai powered developer platform available add ons github advanced security enterprise grade security features copilot for business enterprise grade ai features premium support enterprise grade 24 7 support pricing search or jump to search code repositories users issues pull requests search clear search syntax tips provide feedback we read every piece of feedback and take your input very seriously include my email address so i can be contacted cancel submit feedback saved searches use saved searches to filter your results more quickly name query to see all available qualifiers see our documentation cancel create saved search sign in sign up appearance settings resetting focus you signed in with another tab or window reload to refresh your session you signed out in another tab or window reload to refresh your session you switched accounts on another tab or window reload to refresh your session dismiss alert message explore topics trending collections events github sponsors model context protocol star model context protocol mcp is an open standard that defines how ai applications connect to external tools data sources and services mcp uses a client server architecture where ai powered applications clients communicate with lightweight programs servers that expose specific capabilities through a standardized interface mcp servers can provide tools executable functions resources read only data and prompts reusable templates the protocol supports multiple transport mechanisms including stdio for local processes and http with server sent events for remote connections the protocol was created by anthropic and released as an open specification it is supported by ai tools including claude code cursor codex windsurf and claude desktop here are 17 038 public repositories matching this topic language all filter by language all 17 038 typescript 6 464 python 5 085 javascript 1 974 go 640 rust 473 html 224 c 214 shell 149 java 129 php 83 sort most stars sort options most stars fewest stars most forks fewest forks recently updated least recently updated deusdata codebase memory mcp star 30 1k code issues pull requests discussions high performance code intelligence mcp server indexes codebases into a persistent knowledge graph average repo in milliseconds 158 languages sub ms queries 99 fewer tokens single static binary zero dependencies tree sitter sqlite mcp opencode code analysis ast knowledge graph developer tools cursor graph visualization cypher codex windsurf code intelligence aider gemini cli model context protocol mcp server claude code kilocode updated jul 11 2026 c prefecthq fastmcp star 26 1k code issues pull requests discussions the fast pythonic way to build mcp servers and clients python mcp agents llms model context protocol mcp servers mcp tools fastmcp mcp clients updated jul 9 2026 python microsoft mcp for beginners star 16 7k code issues pull requests 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 javascript python java rust typescript csharp model mcp javascript applications model context protocol mcp server modelcontextprotocol mcp client mcp security updated jul 9 2026 jupyter notebook coplaydev unity mcp sponsor star 12 4k code issues pull requests discussions unity mcp acts as a bridge between ai assistants and your unity editor give your llm tools to manage assets control scenes edit scripts and automate tasks within unity gamedev ai unity mcp game development unity3d gemini openai cursor videogames copilot claude llm anthropic ai integration model context protocol updated jul 11 2026 c mcp use mcp use star 10 3k code issues pull requests discussions the fullstack mcp framework to develop mcp apps for chatgpt claude mcp servers for ai agents ai skills mcp llms chatgpt agentic framework model context protocol mcp servers mcp server modelcontextprotocol mcp client mcp tools claude code mcp gateway mcp inspector mcp ui apps sdk mcp apps openclaw claude connectors updated jul 11 2026 typescript lastmile ai mcp agent star 8 4k code issues pull requests discussions build effective agents using model context protocol and simple workflow patterns python ai mcp agents ai agents llm llms model context protocol updated jan 25 2026 python upsonic upsonic star 7 9k code issues pull requests build autonomous ai agents in python agent ucp mcp reliability openai autonomous agents claude rag agent framework autonomous agent llms computer use model context protocol universal commerce protocol openclaw updated jun 18 2026 python firecrawl firecrawl mcp server star 6 9k code issues pull requests discussions official firecrawl mcp server adds powerful web scraping and search to cursor claude and any other llm clients mcp web crawler web scraping data collection batch processing content extraction search api claude llm tools firecrawl model context protocol mcp server firecrawl ai javascript rendering updated jul 11 2026 javascript grab cursor talk to figma mcp star 6 9k code issues pull requests talktofigma mcp integration between ai agent cursor claude code codex and figma allowing agentic ai to communicate with figma for reading designs and modifying them programmatically agent design automation ai mcp cursor figma codex ai agents llm llms generative ai agentic agentic ai model context protocol claude code updated apr 29 2026 javascript getsentry xcodebuildmcp star 6 1k code issues pull requests discussions a model context protocol mcp server and cli that provides tools for agent use when working on ios and macos projects xcode mcp xcodebuild tag production model context protocol mcp server model context protocol servers updated jul 11 2026 typescript appcypher awesome mcp servers star 5 7k code issues pull requests awesome mcp servers a curated list of model context protocol servers awesome tools ai mcp context servers tool use anthropic claude model context protocol updated may 6 2026 minishlab semble sponsor star 5 6k code issues pull requests fast and accurate code search for agents uses 98 fewer tokens than grep read retrieval mcp embeddings code search agents model context protocol mcp server updated jul 8 2026 python holaboss ai holaos star 5 5k code issues pull requests discussions your super agent for work local first learn your working context in mins and never forget it electron agent typescript ai runtime memory mcp workspace artificial intelligence proactive ai agents ai agent llm agentic proactive ai model context protocol agent os agent harness holaboss holaos updated jun 22 2026 typescript the open agent openagent star 5 4k code issues pull requests discussions ️next generation personal ai assistant powered by llm rag and agent loops supporting computer use browser use and coding agent demo https demo openagentai org agent mcp chatbot agi multi agent openai gpt knowledge base harness rag llm chatgpt langchain agentic agentic ai model context protocol openagent openclaw hermes agent updated jul 8 2026 go nanbingxyz 5ire star 5 3k code issues pull requests discussions 5ire is a cross platform desktop ai assistant mcp client it compatible with major service providers supports local knowledge base and tools via model context protocol servers mcp knowledge base llms model context protocol mcp client updated jun 17 2026 typescript exa labs exa mcp server star 4 7k code issues pull requests exa mcp for web search and web crawling mcp crawling code search codesearch websearch web search model context protocol mcp server updated jul 11 2026 typescript wenyuchiou awesome agentic ai zh star 4 4k code issues pull requests discussions a trilingual 繁中 english 简中 learning roadmap for agentic ai from llm basics to multi agent systems with 240 curated resources and hands on examples 中文 ai agent 學習地圖 cli tutorial mcp awesome list multi agent systems ai agents rag trilingual ai agent llm prompt engineering learning roadmap chinese llm llm agents agentic ai agentic workflows model context protocol claude code claude skills updated jul 10 2026 python ibm mcp context forge star 4 1k code issues pull requests discussions an ai gateway registry and proxy that sits in front of any mcp a2a or rest grpc apis exposing a unified endpoint with centralized discovery guardrails and management optimizes agent tool calling and supports plugins python docker kubernetes devops jwt tools ai api gateway mcp gateway asyncio federation agents observability authentication middleware fastapi prompt engineering generative ai llm agents model context protocol updated jul 11 2026 python homeassistant ai ha mcp star 3 9k code issues pull requests discussions the unofficial and awesome home assistant mcp server home automation ai mcp home assistant hacs claude llm model context protocol updated jul 11 2026 python ivanmurzak unity mcp sponsor star 3 5k code issues pull requests discussions ai skills mcp tools and cli for unity engine full ai develop and test loop use cli for quick setup efficient token usage advanced tools any c method may be turned into a tool by a single line works with claude code gemini copilot cursor and any other absolutely for free cli gamedev ai unity mcp game development gemini openai cursor copilot claude windsurf llm anthropic ai integration claude desktop model context protocol mcp server claude code updated jul 11 2026 c load more created by anthropic released november 2024 followers 811 followers website github com topics mcp related topics agent harness ai agent llm mcp server footer 2026 github inc footer navigation terms privacy security status community docs contact manage cookies do not share my personal information you can t perform that action at this time