The most-starred MCP repositories on GitHub
MCP (Model Context Protocol) is an open protocol that connects language models to tools and data sources in one consistent way, so the same server works with several apps. This list covers MCP servers, clients, server-building tools and automation projects. It ranks repositories tagged mcp on GitHub.
Refreshed every day. Ranked by GitHub stars on the day of the update.
- Updated
- Source
- GitHub search API
- Repositories ranked
- 15
The 15 most-starred repositories
- Rank 1
morluto/rea
450,540 starsReverse engineer anything with agents, from app behavior down to native binaries.
- Language:
- TypeScript
- Opened:
- Last update:
- agent-skills
- ai
- android
- claude-code
- cli
- cpp
- Rank 2
affaan-m/ECC
300,890 starsThe agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
- Language:
- JavaScript
- Opened:
- Last update:
- ai-agents
- anthropic
- claude
- claude-code
- developer-tools
- llm
- Rank 3
n8n-io/n8n
210,057 starsFair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
- Language:
- TypeScript
- Opened:
- Last update:
- ai
- apis
- automation
- cli
- data-flow
- development
- Rank 4
langgenius/dify
160,920 starsBuild 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.
- Language:
- Python
- Opened:
- Last update:
- agent
- agentic-ai
- agentic-framework
- agentic-workflow
- ai
- automation
- Rank 5
Snailclimb/JavaGuide
159,518 starsJava interview and backend general interview guide, covering computer basics, databases, distributed systems, high concurrency, system design, and AI application development
- Language:
- JavaScript
- Opened:
- Last update:
- agent
- ai
- context-engineering
- deepseek
- interview
- java
- Rank 6
open-webui/open-webui
158,341 starsUser-friendly AI Interface (Supports Ollama, OpenAI API, ...)
- Language:
- Svelte
- Opened:
- Last update:
- ai
- llm
- llm-ui
- llm-webui
- llms
- mcp
- Rank 7
farion1231/cc-switch
153,435 starsA cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, DeepSeek Harness and more. Only official website: ccswitch.io
- Language:
- Rust
- Opened:
- Last update:
- ai-tools
- claude-code
- codex
- deepseek-harness
- desktop-app
- grok
- Rank 8
Graphify-Labs/graphify
145,743 starsTurn 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.
- Language:
- Python
- Opened:
- Last update:
- ai-agents
- antigravity
- ast
- claude-code
- code-analysis
- code-search
- Rank 9
browser-use/browser-use
120,638 starsOpen-source Python library for AI browser agents, plus Browser Use Cloud: stealth browsers and a hosted agent API.
- Language:
- Python
- Opened:
- Last update:
- ai-agents
- ai-tools
- browser-agent
- browser-automation
- browser-use
- cdp
- Rank 10
paperclipai/paperclip
112,989 starsThe open-source app everyone uses to manage agents at work
- Language:
- TypeScript
- Opened:
- Last update:
- acpx
- agent-orchestration
- agent-skills
- agentic-ai
- ai-agents
- ai-engineering
- Rank 11
Panniantong/Agent-Reach
110,952 starsGive your AI agent eyes to see the entire internet. Read and search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu, one CLI, zero API fees.
- Language:
- Python
- Opened:
- Last update:
- agent-infrastructure
- ai-agent
- ai-search
- automation
- bilibili
- claude-code
- Rank 12
ruvnet/RuView
103,941 starsRuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection, all without a single pixel of video.
- Language:
- Rust
- Opened:
- Last update:
- claude
- claude-code
- esp32
- firmware
- home-assistant
- home-automation
- Rank 13
D4Vinci/Scrapling
101,248 starsThe 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
- Language:
- Python
- Opened:
- Last update:
- ai
- ai-scraping
- automation
- crawler
- crawling
- crawling-python
- Rank 14
punkpeye/awesome-mcp-servers
97,585 starsA collection of MCP servers.
- Language:
- Not set
- Opened:
- Last update:
- ai
- mcp
- Rank 15
koala73/worldmonitor
90,466 starsReal-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface
- Language:
- TypeScript
- Opened:
- Last update:
- agent
- ai
- dashboard
- geopolitics
- mcp
- mcp-server