abordage/awesome-mcp

**Automated. Curated. Ranked.**
Model Context Protocol (MCP) servers, clients, and frameworks — the open standard for connecting AI assistants to external data sources and tools. This awesome list is automatically maintained with daily GitHub API updates. Projects are re-ranked daily based on current activity metrics.
**Daily process:** Merge community PRs → Scan repos → Filter stale projects → Recalculate scores → Rebuild list
- AI Agents
- Code Assistants
- Human-in-the-Loop
- Multi-Agent
- Reasoning & Prompts
- AI Memory & RAG
- Memory
- RAG
- AI Platforms
- Aggregators & Gateways
- Aggregators
- Gateways & Proxies
- Platforms & Registries
- Browser Automation
- AI Automation
- Browser Tools
- Cloud Services
- DevTools
- Playwright
- CLI Tools
- CRM & ERP
- Cloud & Infrastructure
- AWS
- Cloud Platforms
- Kubernetes
- Virtualization & IaC
- Communication & Messaging
- Apple Messages
- Email
- Messengers
- Notifications
- Team Chat
- Voice & Telephony
- Data & Analytics
- AI/ML Platforms
- Data APIs
- Data Exploration
- Data Platforms
- Jupyter & Notebooks
- Visualization
- Databases
- Analytics & Warehouses
- Cache & Key-Value
- Cloud Platforms
- Graph Databases
- Multi-Database Tools
- NoSQL & Document
- SQL Databases
- Search Engines
- Spreadsheets & No-Code
- Streaming & Messaging
- Time-Series & Metrics
- Vector Databases
- Developer Tools
- API Tools
- CI/CD & DevOps
- Code Analysis
- Debuggers
- Design & UI
- Diagrams
- Documentation
- IDE & Editors
- MCP SDKs
- Mobile Development
- OpenAPI
- Package Managers
- Robotics & Automation
- Task Management
- Testing & QA
- Utilities
- Version Control
- Embedded & IoT
- File Systems & Storage
- Finance
- Accounting & Budgeting
- Crypto & Blockchain
- Payments & Banking
- Stock Data & Analytics
- Trading & Exchanges
- Frameworks & SDKs
- Gaming
- Healthcare & Bioinformatics
- LLM Bridges
- Location & Maps
- GIS
- IP Geolocation
- Maps & Navigation
- Weather
- MCP Clients
- Marketing & Analytics
- Media Processing
- 3D & Animation
- Audio & Music
- Image Generation
- Image Processing
- Media Services
- Video
- Monitoring & Observability
- Productivity
- Atlassian
- Collaboration
- Documents
- Google Workspace
- Helpdesk & Support
- Learning & Flashcards
- Microsoft 365
- Note-taking & Docs
- Notion
- Obsidian
- Project Management
- Tasks & Calendar
- Wiki & Collaboration
- Research & Science
- Sandboxing & Execution
- Search & Extraction
- Academic Research
- Data APIs
- News & Content
- Web Search Engines
- Security
- Identity & Access
- MCP Security
- Network & Firewall
- Pentesting & OSINT
- Reverse Engineering
- SIEM & SecOps
- Social Media
- Sports
- Text-to-Speech
- Translation
- Travel & Transport
- Web Scraping
AI Agents
Code Assistants
- oraios/serena — Semantic code retrieval and editing toolkit ☆30,276
- zilliztech/claude-context — Code search for Claude Code agents ☆12,616
- CodeGraphContext/CodeGraphContext — Code graph indexing for AI context ☆4,270
- ezyang/codemcp — Coding assistant MCP for Claude Desktop ☆1,607
- ref-tools/ref-tools-mcp — Reference tools for coding agents ☆1,182
- SDGLBL/mcp-claude-code — MCP implementation of Claude Code capabilities and more ☆305
- stippi/code-assistant — LLM-powered autonomous coding assistant ☆183
- archcore-ai/archcore — Git-native context engineering and spec-driven development for AI coding agents ☆69
- lamemind/mcp-server-multiverse — MCP server for multiverse context management ☆82
- contextstream/mcp-server — Shared project context for AI coding agents across MCP clients ☆44
- wende/cicada — AI Coders search blindly. Be their guide. ☆41
- gabrielmaialva33/winx-code-agent — MCP-powered code agent for development ☆37
- josephsenior/Grinta-Coding-Agent — Local-first resilient terminal coding agent with MCP ☆31
- x51xxx/codex-mcp-tool — Claude/Cursor to Codex CLI bridge with multi-turn sessions ☆24
- VertexStudio/developer — File editing, shell execution, screen capture ☆20
Human-in-the-Loop
- ttommyth/interactive-mcp — Interactive MCP server for human-in-the-loop AI ☆351
- RapidataAI/human-use — Enable AI to ask anyone anything ☆73
- gotohuman/gotohuman-mcp-server — Human approvals for AI agentic workflows ☆52
- nazar256/user-prompt-mcp — User input requests for Cursor ☆21
Multi-Agent
- rinadelph/Agent-MCP — Multi-agent AI collaboration framework ☆1,303
- roboticforce/sugar — Local persistent memory, cross-session context, and optional tasks ☆98
Reasoning & Prompts
- ooples/token-optimizer-mcp — Token optimization with caching and compression ☆547
- PV-Bhat/vibe-check-mcp-server — Mentor-like feedback tool preventing AI over-engineering ☆501
- Rai220/think-mcp — MCP Server for reasoning ☆107
- hyperb1iss/lucidity-mcp — MCP server for enhanced AI clarity and reasoning ☆90
- YuChenSSR/multi-ai-advisor-mcp — council of models for decision ☆88