Collection · updated 11 Aug 2026
The most popular MCP servers, graded
The 40 most-starred servers in the corpus, with the grade next to the star count. Popularity and security are not the same axis, and this page exists to show how often they diverge.
40 servers, ranked by grade then popularity
A+
1. ChromeDevTools/chrome-devtools-mcp
Chrome DevTools for coding agents
100/100 · 48,865★ · -1d since commit · 0 findingsB
2. DeusData/codebase-memory-mcp
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average r
88/100 · 38,393★ · -1d since commit · 1 findingA
3. github/github-mcp-server
GitHub's official MCP Server
95/100 · 32,122★ · -1d since commit · 1 findingD
4. oraios/serena
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your a
56/100 · 27,815★ · -1d since commit · 4 findingsC
5. mksglu/context-mode
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memo
78/100 · 19,769★ · -1d since commit · 3 findingsC
6. modelscope/FunASR
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diari
69/100 · 19,754★ · 4d since commit · 4 findingsA+
7. xpzouying/xiaohongshu-mcp
MCP for xiaohongshu.com
100/100 · 15,182★ · -1d since commit · 0 findingsA
8. tadata-org/fastapi_mcp
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
93/100 · 11,977★ · 258d since commit · 1 findingF
9. BeehiveInnovations/pal-mcp-server
The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Cust
45/100 · 11,719★ · 237d since commit · 6 findingsC
10. mrexodia/ida-pro-mcp
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
75/100 · 11,234★ · 0d since commit · 2 findingsB
11. 0x4m4/hexstrike-ai
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomousl
90/100 · 10,919★ · 6d since commit · 2 findingsB
12. mcp-use/mcp-use
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
86/100 · 10,472★ · -1d since commit · 2 findingsB
13. awslabs/mcp
Open source MCP Servers for AWS
88/100 · 9,579★ · -1d since commit · 1 findingF
14. firerpa/lamda
Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one
30/100 · 8,129★ · 0d since commit · 5 findingsA+
15. AgentDeskAI/browser-tools-mcp
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
100/100 · 7,286★ · -1d since commit · 0 findingsA
16. firecrawl/firecrawl-mcp-server
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM cl
95/100 · 7,202★ · -1d since commit · 1 findingD
17. BrowserMCP/mcp
Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser
64/100 · 6,947★ · 472d since commit · 3 findingsA+
18. getsentry/XcodeBuildMCP
A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS
100/100 · 6,216★ · 0d since commit · 0 findingsB
19. Klavis-AI/klavis
Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale
86/100 · 5,787★ · 69d since commit · 2 findingsA
20. Q00/ouroboros
Agent OS: Stop prompting. Start specifying. A Socratic interview gates the spec on an ambiguity score, then on
95/100 · 5,372★ · -1d since commit · 1 findingA+
21. exa-labs/exa-mcp-server
Exa MCP for web search and web crawling!
100/100 · 4,849★ · 2d since commit · 0 findingsA+
22. u14app/deep-research
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
100/100 · 4,683★ · 52d since commit · 0 findingsA
23. wgpsec/ENScan_GO
一款基于各大企业信息API的工具，解决在遇到的各种针对国内企业信息收集难题。一键收集控股公司ICP备案、APP、小程序、微信公众号等信息聚合导出。支持MCP接入
100/100 · 4,615★ · 132d since commit · 0 findingsB
24. makenotion/notion-mcp-server
Official Notion MCP Server
86/100 · 4,584★ · 15d since commit · 2 findingsB
25. KnockOutEZ/wigolo
The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no
87/100 · 4,471★ · -1d since commit · 2 findingsA
26. open-webui/mcpo
A simple, secure MCP-to-OpenAPI proxy server
95/100 · 4,342★ · 84d since commit · 1 findingC
27. antvis/mcp-server-chart
🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data a
74/100 · 4,307★ · 95d since commit · 3 findingsC
28. haris-musa/excel-mcp-server
A Model Context Protocol server for Excel file manipulation
79/100 · 4,100★ · 119d since commit · 2 findingsA+
29. TabularisDB/tabularis
Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 15+ more databases like DuckDB, Cl
100/100 · 4,062★ · -1d since commit · 0 findingsB
30. cloudflare/mcp-server-cloudflare
91/100 · 4,053★ · -1d since commit · 1 findingC
31. evalstate/fast-agent
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support
74/100 · 3,884★ · 0d since commit · 3 findingsA+
32. IvanMurzak/Unity-MCP
AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Effici
100/100 · 3,859★ · -1d since commit · 0 findingsF
33. yvgude/lean-ctx
Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one loc
48/100 · 3,557★ · -1d since commit · 3 findingsB
34. huangjunsen0406/py-xiaozhi
Open-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platfor
83/100 · 3,438★ · 14d since commit · 2 findingsC
35. browserbase/mcp-server-browserbase
Allow LLMs to control a browser with Browserbase and Stagehand
70/100 · 3,414★ · 20d since commit · 2 findingsB
36. metorial/metorial
Connect any AI model to 1200+ integrations (MCP, CLI, API)
87/100 · 3,330★ · -1d since commit · 2 findingsA
37. bytebase/dbhub
Minimal database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.
95/100 · 3,319★ · 1d since commit · 1 findingA
38. bethington/ghidra-mcp
Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool
95/100 · 3,254★ · -1d since commit · 1 findingA+
39. apify/apify-mcp-server
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerc
100/100 · 3,151★ · -1d since commit · 0 findingsA
40. punitarani/fli
Google Flights MCP, CLI and Python Library
95/100 · 3,088★ · 20d since commit · 1 finding
Grades come from static analysis of public source; no live endpoint was probed. A clean grade means our checks found nothing, which is weaker than "safe". Full method.