MCP
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.
- GitHub: https://github.com/topics/mcp
- Created by: Anthropic
- Released: November 2024
- Related Topics: mcp-server, ai-agent, llm, agent-harness,
- Aliases: model-context-protocol,
- Last updated: 2026-10-24 00:19:18 UTC
- JSON Representation
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Last synced: 24 Oct 2026
https://github.com/yamadashy/repomix
📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.
ai anthropic artificial-intelligence chatbot chatgpt claude deepseek developer-tools gemini genai generative-ai gpt javascript language-model llama llm mcp nodejs openai typescript
Last synced: 24 Oct 2026
https://github.com/qwenlm/qwen-code
An open-source AI coding agent that lives in your terminal.
agentic ai ai-agent ai-coding cli coding-agent developer-tools llm mcp qwen terminal typescript
Last synced: 24 Oct 2026
https://github.com/ottermind/chat2db
Chat2DB is a free, cross-platform, local-first database client and SQL workspace for developers, DBAs, analysts, and data teams. Connect to 40+ databases, manage data, edit and run SQL, and use your own AI model to generate, explain, and optimize queries. Available on desktop, web, Docker, and CLI, with MCP support.
ai clickhouse database database-client database-gui database-management jdbc llm mcp mongodb mysql oracle postgresql redis sql sql-client sql-editor sql-server sqlite text-to-sql
Last synced: 24 Oct 2026
https://github.com/prefecthq/fastmcp
🚀 The fast, Pythonic way to build MCP servers and clients.
agents fastmcp llms mcp mcp-clients mcp-servers mcp-tools model-context-protocol python
Last synced: 24 Oct 2026
https://sickn33.github.io/antigravity-awesome-skills/
Installable GitHub library of 1,326+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.
agent-skills agentic-skills ai-agent-skills ai-agents ai-coding ai-workflows antigravity antigravity-skills claude-code claude-code-skills codex-cli codex-skills cursor cursor-skills developer-tools gemini-cli gemini-skills kiro mcp skill-library
Last synced: 02 Apr 2026
https://github.com/t8y2/dbx
25 MB lightweight cross-platform database client for 100+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dameng. Built-in AI, MCP Server, CLI, desktop and Docker. | 轻量级跨平台数据库管理工具,支持 MySQL、PostgreSQL、SQLite、Redis、MongoDB、达梦等 100+ 数据库,提供桌面端、Docker、CLI、内置 AI 助手和 MCP。
ai cli clickhouse database database-client database-management docker gui mcp mongodb mysql postgresql redis rust sql-server sqlite tauri vue
Last synced: 24 Oct 2026
https://github.com/deepset-ai/haystack
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.
agent-framework agentic-ai agentic-rag agents ai ai-agents context-engineering framework genai generative-ai information-retrieval large-language-models llm mcp multi-agent orchestration python rag retrieval-augmented-generation semantic-search
Last synced: 24 Oct 2026
https://github.com/go-kratos/kratos
Your ultimate Go microservices framework for the cloud-native era.
ai architecture cloud-native framework generate go golang grpc http kratos mcp microservice microservices protobuf
Last synced: 24 Oct 2026
https://github.com/activepieces/activepieces
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
ai-agent ai-agent-tools ai-agents ai-agents-framework mcp mcp-server mcp-tools mcps n8n-alternative no-code-automation workflow workflow-automation workflows
Last synced: 24 Oct 2026
https://github.com/flipped-aurora/gin-vue-admin
🚀Vite+Vue3+Gin拥有AI辅助的基础开发平台,企业级业务AI+开发解决方案,内置mcp辅助服务,内置skills管理,支持TS和JS混用。它集成了JWT鉴权、权限管理、动态路由、显隐可控组件、分页封装、多点登录拦截、资源权限、上传下载、代码生成器、表单生成器和可配置的导入导出等开发必备功能。
admin ai casbin claw element-ui gin gin-admin gin-vue-admin go go-admin golang gorm i18n jwt mcp skills vibecoding vue vue-admin vue3
Last synced: 24 Oct 2026
https://github.com/pascalorg/editor
Open-source 3D architectural editor with a local CLI, MCP tools, and practical workflows for humans and AI agents.
3d agent-skills ai-agents architecture bim cad editor floorplan gemini-cli-extension local-first mcp mcp-server model-context-protocol nextjs parametric-design react-three-fiber threejs typescript
Last synced: 24 Oct 2026
https://github.com/nirdiamant/genai_agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
agentic-ai agents ai ai-agents autonomous-agents genai generative-ai langchain langgraph llm llms machine-learning mcp multi-agent multi-agent-systems openai python rag tutorials
Last synced: 24 Oct 2026
https://github.com/modelcontextprotocol/python-sdk
The official Python SDK for Model Context Protocol servers and clients
mcp mcp-client mcp-server python
Last synced: 24 Oct 2026
https://github.com/every-app/open-seo
Open source alternative to Semrush and Ahrefs
backlink-analysis google-search-console-mcp keyword-research mcp seo seo-agent seo-audit seo-automation seo-skills seo-tools site-audit
Last synced: 24 Oct 2026
https://github.com/czlonkowski/n8n-mcp
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you
Last synced: 24 Oct 2026
https://github.com/micro/go-micro
A framework for agents, tools and services
ai ai-agents distributed-systems go golang mcp micro microservices
Last synced: 18 Oct 2026
https://github.com/screenpipe/screenpipe
YC (S26) | Open Computer History | Continuously record your company computer work, map your workflows, help you find work worth automating, and power your agents' context
agents agi ai ai-memory audio-recording computer-vision hermes hermes-agent llm local-ai local-first machine-learning mcp multimodal openclaw privacy rewind screen-recording speech-to-text ycombinator
Last synced: 24 Oct 2026
https://github.com/nirdiamant/agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
agent agent-framework agentic-ai agents ai-agents deployment genai generative-ai langgraph llm llms mcp mlops multi-agent-systems observability production python rag tutorials
Last synced: 24 Oct 2026
https://github.com/liyupi/ai-guide
程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程,分享 OpenClaw 保姆级教程、大模型玩法(DeepSeek / GPT / Gemini / Claude / GLM)、最新 AI 资讯、Prompt 提示词大全、AI 知识百科(Agent Skills / RAG / MCP / A2A)、AI 编程教程(Harness Engineering)、AI 工具用法(Cursor / Claude Code / TRAE / Codex / Copilot)、AI 开发框架教程(Spring AI / LangChain)、AI 产品变现指南,帮你快速掌握 AI 技术,走在时代前沿。本项目为开源文档 aiguide,已升级为鱼皮 AI 导航网站
ai ai-agent artificial-intelligence chatgpt claude claude-code codex cursor deep-learning deepseek gemini generative-ai gpt llm mcp openai rag vibe-coding vibecoding vuepress
Last synced: 24 Oct 2026
https://github.com/1jehuang/jcode
High performance coding agent harness written in Rust, built for heavy multi-agent dev workflows
ai ai-agent ai-coding-agent claude cli coding-agent llm mcp openai rust terminal tui
Last synced: 24 Oct 2026
https://github.com/qax-os/excelize
Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets
agent ai analytics chart ecma-376 excel excelize formula go mcp microsoft office ooxml spreadsheet statistics table vba visualization xlsx xml
Last synced: 24 Oct 2026
https://github.com/nvidia/skillspector
Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, security risks, prompt injection, data exfiltration, and supply-chain risks in Claude Code, Codex, and MCP skills before you install them.
agent-security agent-skills agentic-ai ai-security claude-code mcp prompt-injection security-scanner security-tools security-workflow supply-chain-security
Last synced: 24 Oct 2026
https://github.com/bytedance/UI-TARS-desktop
The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
agent agent-tars browser-use computer-use gui-agent gui-operator mcp mcp-server multimodal tars ui-tars vision vlm
Last synced: 06 Oct 2025
https://github.com/nukeop/nuclear
Streaming music player that finds free music for you
desktop-app linux mac mcp mcp-server music music-player react rust spotify streaming tauri typescript windows
Last synced: 24 Oct 2026
https://github.com/browser-use/browser-harness
Let Claude Code, Codex or Cursor use your real Chrome, logged in as you. One prompt to set up. Open source, MIT.
ai-agent browser-agent browser-automation browser-use browser-use-box browser-use-cloud cdp chrome chrome-devtools-protocol claude-code cloud-browser codex cursor llm mcp persistent-browser real-browser telegram-agent vps-agent web-automation
Last synced: 24 Oct 2026
https://github.com/rightnow-ai/openfang
Open-source Agent Operating System
agent-framework ai-agents llm mcp open-source openclaw operating-system rust
Last synced: 24 Oct 2026