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MCP

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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.

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rea

morluto / rea

Star 454k

Reverse engineer anything with agents, from app behavior down to native binaries.

react nodejs javascript android python java linux html rust cli security typescript ai cpp mcp touhou rea agent-skills claude-code dsh-plugin
  • Updated Nov 12, 2026
  • TypeScript

affaan-m / ECC

Sponsor
Star 302k

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

productivity mcp developer-tools ai-agents claude llm anthropic claude-code
  • Updated Nov 9, 2026
  • JavaScript
n8n

n8n-io / n8n

Star 210k

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

cli workflow integrations development automation typescript ai mcp data-flow self-hosted ipaas apis workflow-automation low-code no-code integration-framework n8n low-code-platform mcp-server mcp-client
  • Updated Nov 12, 2026
  • TypeScript
dify

langgenius / dify

Star 161k

Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.

python agent workflow automation ai skills mcp nextjs openai gpt low-code no-code claude llm genai deepseek agentic-framework agentic-workflow agentic-ai
  • Updated Nov 12, 2026
  • Python

Snailclimb / JavaGuide

Star 160k

Java 面试 & 后端通用面试指南,覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发

mysql java agent redis ai skills mcp interview redisson system-design deepseek springai context-engineering
  • Updated Oct 25, 2026
  • JavaScript
open-webui

open-webui / open-webui

Sponsor
Star 158k

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

ui ai mcp openapi self-hosted openai webui rag llm llms ollama llm-ui ollama-webui llm-webui open-webui
  • Updated Nov 12, 2026
  • Svelte

farion1231 / cc-switch

Sponsor
Star 154k

A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode,DeepSeek Harness and more. Only official website: ccswitch.io

desktop-app rust open-source skills mcp opencode pi hermes grok codex tauri wsl-support skills-management ai-tools provider-management claude-code kimi-code grokbuild deepseek-harness
  • Updated Nov 12, 2026
  • Rust

Graphify-Labs / graphify

Star 146k

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

tree-sitter skills mcp code-analysis ast gemini knowledge-graph code-search developer-tools cursor leiden codex ai-agents rag graphify llm graphrag antigravity claude-code openclaw
  • Updated Nov 11, 2026
  • Python
browser-use

browser-use / browser-use

Star 121k

Open-source Python library for AI browser agents, plus Browser Use Cloud: stealth browsers and a hosted agent API.

python mcp web-scraping cdp browser-automation ai-agents web-automation headless-browser remote-browser playwright cloud-browser ai-tools browser-agent llm computer-use stealth-browser browser-use
  • Updated Nov 12, 2026
  • Python

paperclipai / paperclip

Star 113k

The open-source app everyone uses to manage agents at work

mcp multi-agent project-management hermes codex workflow-automation autonomous-agents ai-agents claude ai-engineering ai-tools llm ai-governance agentic-ai agent-orchestration agent-skills claude-code claude-skills openclaw acpx
  • Updated Nov 12, 2026
  • TypeScript

Panniantong / Agent-Reach

Star 111k

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

python cli automation mcp web-scraper bilibili cursor twitter-scraper ai-search free-api reddit-scraper xiaohongshu youtube-transcript ai-agent llm-tools claude-code agent-infrastructure
  • Updated Nov 8, 2026
  • Python
RuView

ruvnet / RuView

Star 104k

π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video.

react home-automation iot typescript networking monitoring firmware mcp esp32 webassembly wifi home-assistant rf self-learning wifi-security pose-estimation claude spatial-intelligence claude-code
  • Updated Nov 12, 2026
  • Rust
Scrapling

D4Vinci / Scrapling

Sponsor
Star 102k

🕷️ The BEST Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev

python crawler data automation ai mcp scraping crawling web-scraper web-scraping selectors xpath data-extraction stealth webscraping crawling-python playwright web-scraping-python ai-scraping mcp-server
  • Updated Nov 11, 2026
  • Python

punkpeye / awesome-mcp-servers

Star 97.6k

A collection of MCP servers.

ai mcp
  • Updated Nov 6, 2026
worldmonitor

koala73 / worldmonitor

Star 90.5k

Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

agent opensource osint news ai monitoring dashboard mcp palantir geopolitics situation mcp-server
  • Updated Nov 12, 2026
  • TypeScript
crawl4ai

unclecode / crawl4ai

Sponsor
Star 87.3k

Official Crawl4AI Cloud: a hosted web scraping, extraction, and search API for AI agents. Free API key, 1,000 credits a month, no card. Fully open source: this repo is the Apache-2.0 crawler that powers it, and you can self-host it.

python markdown open-source crawler scraper ai mcp web-crawler web-scraping data-extraction web-crawling ai-agents rag playwright llm crawl4ai-cloud
  • Updated Nov 10, 2026
  • Python

cheaper-inference / OmniRoute

Star 86.7k

Never stop coding. Free MIT AI gateway: one endpoint, 375 providers (150+ free), 1,400+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A, Desktop/PWA. Built by 900+ contributors

mcp gemini openai cursor copilot codex cline ai-agents claude kimi a2a anthropic openai-proxy free-ai qwen ai-gateway deepseek llm-gateway claude-code token-saver
  • Updated Nov 12, 2026
  • TypeScript
lobehub

lobehub / lobehub

Sponsor
Star 85.1k

🤯 LobeHub - Super-Agents on Your Team. Add super-agents to the chats your team already uses.They take on work by themselves and get better every week.

agent skills mcp personal-assistant task-management super-agent agent-collaboration agent-harness proactive-agent loop-engineering
  • Updated Nov 12, 2026
  • TypeScript

heygen-com / hyperframes

Star 83.1k

Write HTML. Render video. Built for agents.

html framework typescript ai ffmpeg animation mcp rendering gsap motion-graphics video-editor ai-agents puppeteer html-to-video claude-code
  • Updated Nov 12, 2026
  • TypeScript
ruflo

ruvnet / ruflo

Star 81.5k

🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated

typescript mcp plugins multi-agent swarm codex multi-agent-systems autonomous-agents swarm-intelligence ai-agents claude hnsw vector-search rvf agentic-workflow agentic-ai mcp-server agent-orchestration agent-memory claude-code
  • Updated Nov 12, 2026
  • TypeScript

Created by Anthropic

Released November 2024

Followers
1.2k followers
Website
github.com/topics/mcp

Related topics

agent-harness ai-agent llm mcp-server
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