Find the right MCP server for your AI agent
832 open-source Model Context Protocol servers, ranked by GitHub stars.
Official ReferenceBrowser AutomationWeb Search & ScrapingDatabasesGit & GitHubCloud & DevOpsMemory & KnowledgeProductivity & OfficeDesign & CreativeFinance & CryptoSecurityData & AnalyticsCoding & IDEAI Models & AgentsOther Tools
Weekly MCP digest – new and trending MCP servers in your inbox.
Most popular
Time (official) by modelcontextprotocol · Official
Time and timezone conversion capabilities.
Official Reference
Time and timezone conversion capabilities.
Official Reference
Sequential Thinking (official) by modelcontextprotocol · Official
Dynamic and reflective problem-solving through thought sequences.
Official Reference
Dynamic and reflective problem-solving through thought sequences.
Official Reference
Memory (official) by modelcontextprotocol · Official
Knowledge graph-based persistent memory system.
Official Reference
Knowledge graph-based persistent memory system.
Official Reference
Git (official) by modelcontextprotocol · Official
Tools to read, search, and manipulate Git repositories.
Official Reference
Tools to read, search, and manipulate Git repositories.
Official Reference
Filesystem (official) by modelcontextprotocol · Official
Secure file operations with configurable access controls.
Official Reference
Secure file operations with configurable access controls.
Official Reference
Fetch (official) by modelcontextprotocol · Official
Web content fetching and conversion for efficient LLM usage.
Official Reference
Web content fetching and conversion for efficient LLM usage.
Official Reference
Everything (official) by modelcontextprotocol · Official
Reference / test server with prompts, resources, and tools.
Official Reference
Reference / test server with prompts, resources, and tools.
Official Reference
ruflo by ruvnet · ★74695
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems.
Memory & Knowledge
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems.
Memory & Knowledge
context7 by upstash · ★63052
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors
Coding & IDE
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors
Coding & IDE
TrendRadar by sansan0 · ★62911
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RS
Cloud & DevOps
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RS
Cloud & DevOps
codebase-memory-mcp by DeusData · ★46606
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 langu
Databases
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 langu
Databases
serena by oraios · ★30271
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
Coding & IDE
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
Coding & IDE
gpt-researcher by assafelovic · ★30101
An autonomous agent that conducts deep research on any data using any LLM providers
Web Search & Scraping
An autonomous agent that conducts deep research on any data using any LLM providers
Web Search & Scraping
context-mode by mksglu · ★29213
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing acr
Memory & Knowledge
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing acr
Memory & Knowledge
activepieces by activepieces · ★25058
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents
Coding & IDE
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents
Coding & IDE
editor by pascalorg · ★24873
Open-source 3D architectural editor with a local CLI, MCP tools, and practical workflows for humans and AI agents.
Design & Creative
Open-source 3D architectural editor with a local CLI, MCP tools, and practical workflows for humans and AI agents.
Design & Creative
python-sdk by modelcontextprotocol · ★24576
The official Python SDK for Model Context Protocol servers and clients
Official Reference
The official Python SDK for Model Context Protocol servers and clients
Official Reference
n8n-mcp by czlonkowski · ★23072
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you
Coding & IDE
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you
Coding & IDE
FunASR by modelscope · ★20698
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-c
Design & Creative
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-c
Design & Creative
Douyin_TikTok_Download_API by Evil0ctal · ★20643
🚀 抖音、TikTok 数据采集与无水印视频下载 API，自托管，支持 MCP 调用与 Docker 一键部署。| Self-hosted TikTok & Douyin scraper and no-watermark video downloader — async RES
Web Search & Scraping
🚀 抖音、TikTok 数据采集与无水印视频下载 API，自托管，支持 MCP 调用与 Docker 一键部署。| Self-hosted TikTok & Douyin scraper and no-watermark video downloader — async RES
Web Search & Scraping
Auto-claude-code-research-in-sleep by wanshuiyin · ★17491
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, an
Coding & IDE
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, an
Coding & IDE
mcp-for-beginners by microsoft · ★17444
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET,
Design & Creative
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET,
Design & Creative
docker-android by budtmo · ★15973
Android in docker solution with noVNC supported, video recording, mcp server and AI-agent
Browser Automation
Android in docker solution with noVNC supported, video recording, mcp server and AI-agent
Browser Automation
OpenMetadata by open-metadata · ★15479
The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for hum
Data & Analytics
The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for hum
Data & Analytics
typescript-sdk by modelcontextprotocol · ★13584
The official TypeScript SDK for Model Context Protocol servers and clients
Official Reference
The official TypeScript SDK for Model Context Protocol servers and clients
Official Reference
nightingale by ccfos · ★13349
Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP server.
Databases
Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP server.
Databases
ida-pro-mcp by mrexodia · ★12869
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
Security
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
Security
hexstrike-ai by 0x4m4 · ★12792
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools
Security
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools
Security
fastapi_mcp by tadata-org · ★12022
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
Coding & IDE
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
Coding & IDE
apify-mcp-server by apify · ★11264
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website
Web Search & Scraping
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website
Web Search & Scraping
mcp-use by mcp-use · ★10762
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
Coding & IDE
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
Coding & IDE
Trail-Code by trailhq · ★10032
Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebas
Memory & Knowledge
Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebas
Memory & Knowledge
lamda by firerpa · ★8606
Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-in Frida, p
Design & Creative
Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-in Frida, p
Design & Creative
osaurus by osaurus-ai · ★8048
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in
Memory & Knowledge
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in
Memory & Knowledge
firecrawl-mcp-server by firecrawl · ★7606
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
Web Search & Scraping
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
Web Search & Scraping
browser-tools-mcp by AgentDeskAI · ★7328
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
Browser Automation
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
Browser Automation
mcp by BrowserMCP · ★7185
Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser
Browser Automation
Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser
Browser Automation
MobileBuildMCP by getsentry · ★6479
A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.
Coding & IDE
A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.
Coding & IDE
semble by MinishLab · ★6209
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
Memory & Knowledge
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
Memory & Knowledge
klavis by Klavis-AI · ★5811
Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale
Productivity & Office
Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale
Productivity & Office
ghidra-mcp by bethington · ★5621
Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforceme
Cloud & DevOps
Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforceme
Cloud & DevOps
wigolo by KnockOutEZ · ★5476
The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.
Web Search & Scraping
The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.
Web Search & Scraping
open-seo-mcp-skills by Ryze-AI-Adgent · ★5472
Free SEO MCP server + open-source SEO and GEO skills for Claude: keyword research, rank tracking, audits, backlinks, AI visibility on your r
Productivity & Office
Free SEO MCP server + open-source SEO and GEO skills for Claude: keyword research, rank tracking, audits, backlinks, AI visibility on your r
Productivity & Office
zotero-mcp by 54yyyu · ★5397
Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get
Coding & IDE
Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get
Coding & IDE
code-graph-rag by vitali87 · ★5258
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
Databases
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
Databases
tabularis by TabularisDB · ★5214
Open-source desktop SQL workspace with 3 built-in database drivers and 16 shipped plugins, including SQL Server, DuckDB, ClickHouse and Redi
Databases
Open-source desktop SQL workspace with 3 built-in database drivers and 16 shipped plugins, including SQL Server, DuckDB, ClickHouse and Redi
Databases
tradingview-mcp by atilaahmettaner · ★5060
TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Cursor & any MCP client. St
Finance & Crypto
TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Cursor & any MCP client. St
Finance & Crypto
google-ads-meta-ads-mcp by irinabuht12-oss · ★4861
Google Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + Google Analytics MCP (GA4) + Search Console in one hosted remote MCP for Claude, C
Data & Analytics
Google Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + Google Analytics MCP (GA4) + Search Console in one hosted remote MCP for Claude, C
Data & Analytics
deep-research by u14app · ★4694
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
AI Models & Agents
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
AI Models & Agents
csharp-sdk by modelcontextprotocol · ★4585
The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.
Official Reference
The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.
Official Reference
marketing-skills by irinabuht12-oss · ★4575
Claude skills for marketing: 49 free marketing skills for Claude Code and claude.ai (Google Ads, Meta Ads, SEO, AI visibility) + the Ryze Go
Coding & IDE
Claude skills for marketing: 49 free marketing skills for Claude Code and claude.ai (Google Ads, Meta Ads, SEO, AI visibility) + the Ryze Go
Coding & IDE
Unity-MCP by IvanMurzak · ★4459
AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tool
Design & Creative
AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tool
Design & Creative