model-context-protocol
There are 1127 repositories under model-context-protocol topic.
jlowin/fastmcp
🚀 The fast, Pythonic way to build MCP servers and clients
microsoft/mcp-for-beginners
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.
ruvnet/claude-flow
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code support via MCP protocol. Ranked #1 in agent-based frameworks.
Upsonic/Upsonic
The most reliable AI agent framework that supports MCP.
mcp-use/mcp-use
mcp-use is the easiest way to interact with mcp servers with custom agents
lastmile-ai/mcp-agent
Build effective agents using Model Context Protocol and simple workflow patterns
grab/cursor-talk-to-figma-mcp
CTTF: MCP integration between Cursor AI and Figma, allowing Cursor to communicate with Figma like agentic ai for reading designs and modifying them programmatically.
appcypher/awesome-mcp-servers
Awesome MCP Servers - A curated list of Model Context Protocol servers
nanbingxyz/5ire
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 .
firecrawl/firecrawl-mcp-server
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
casibase/casibase
⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A (agent-to-agent) management platform with admin UI, user management and Single-Sign-On⚡️, supports ChatGPT, Claude, Llama, Ollama, HuggingFace, etc., chat bot demo: https://ai.casibase.com, admin UI demo: https://ai-admin.casibase.com
CoplayDev/unity-mcp
A Unity MCP server that allows MCP clients like Claude Desktop or Cursor to perform Unity Editor actions.
cameroncooke/XcodeBuildMCP
A Model Context Protocol (MCP) server that provides Xcode-related tools for integration with AI assistants and other MCP clients.
IBM/mcp-context-forge
A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP).
zcaceres/markdownify-mcp
A Model Context Protocol server for converting almost anything to Markdown
ravitemer/mcphub.nvim
An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managing, testing, and using MCP servers with your favorite chat plugins.
jamubc/gemini-mcp-tool
MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding
metatool-ai/metamcp
MCP Aggregator, Orchestrator, Middleware, Gateway in one docker
stacklok/toolhive
ToolHive makes deploying MCP servers easy, secure and fun
grafbase/grafbase
The Grafbase GraphQL Federation Gateway
evilsocket/nerve
The Simple Agent Development Kit.
isaacphi/mcp-language-server
mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.
AI-QL/tuui
A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cross-vendor LLM API orchestration.
dmayboroda/minima
On-premises conversational RAG with configurable containers
CoderGamester/mcp-unity
Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for OpenAI, Gemini, Claude, Deepseek and Grok interoperability
SecretiveShell/MCP-Bridge
A middleware to provide an openAI compatible endpoint that can call MCP tools
designcomputer/mysql_mcp_server
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
alexander-zuev/supabase-mcp-server
Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.
zaidmukaddam/scira-mcp-chat
A minimalistic MCP client with a good feature set.
context-space/context-space
Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations
doobidoo/mcp-memory-service
Universal MCP memory service with semantic search, multi-client support, and autonomous consolidation for Claude Desktop, VS Code, and 13+ AI applications
gyoridavid/short-video-maker
Creates short videos for TikTok, Instagram Reels, and YouTube Shorts using the Model Context Protocol (MCP) and a REST API.
taylorwilsdon/google_workspace_mcp
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server
langdb/ai-gateway
Govern, Secure, and Optimize your AI Traffic. AI Gateway provides unified interface to all LLMs using OpenAI API format with a focus on performance and reliability. Built in Rust.
alioshr/memory-bank-mcp
A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.
adhikasp/mcp-client-cli
A simple CLI to run LLM prompt and implement MCP client.