# List out all of the most useful and powerful and effective mcp servers or services one can use with an ai coding tool like claude code, gemini cli, kilo code, etc. Can you work up a list of at least 50? I want you to list them from most awesome / useful / game changing on down. do deep research far and wide to find them all! If you come up with more than 50, hell... give them all to me! which are the most popular?! Based on my comprehensive research across the MCP ecosystem, I've compiled the most useful, powerful, and game-changing MCP servers for AI coding tools like Claude Code, Gemini CLI, and others. Here's the definitive list, ranked by their impact and usefulness: # **The Most Powerful \& Game-Changing MCP Servers for AI Coding Tools** ## **🏆 TOP TIER - Most Awesome \& Game-Changing (Usefulness Score 9.0+)** ### **1. Git MCP Server** ⭐⭐⭐⭐⭐ **GitHub:** https://github.com/modelcontextprotocol/servers **Why it's game-changing:** Complete Git repository management - read, search, manipulate repos, commit history, branching. Essential for any coding workflow. ### **2. Filesystem MCP Server** ⭐⭐⭐⭐⭐ **GitHub:** https://github.com/modelcontextprotocol/servers **Why it's game-changing:** Secure file operations with configurable access controls. The foundation for all file-based development work. ### **3. GitHub Official MCP Server** ⭐⭐⭐⭐⭐ **Website:** https://github.com/github/github-mcp-server **Why it's game-changing:** Official GitHub integration for repositories, issues, PRs, CI/CD workflows. Direct GitHub API access from your AI assistant. ### **4. Notion MCP Server** ⭐⭐⭐⭐⭐ **Website:** https://developers.notion.com/docs/mcp **GitHub:** https://github.com/awkoyas/notion-mcp-server **Why it's game-changing:** Full Notion workspace integration with read/write capabilities. Perfect for documentation, project management, and knowledge base integration. ### **5. PostgreSQL MCP Server** ⭐⭐⭐⭐⭐ **GitHub:** https://github.com/modelcontextprotocol/server-postgres **Why it's game-changing:** Full PostgreSQL database access with read/write operations. Query databases in natural language. ### **6. MySQL MCP Server** ⭐⭐⭐⭐⭐ **Why it's game-changing:** MySQL database connectivity and query execution. Essential for web development and data management. ### **7. Playwright MCP Server** ⭐⭐⭐⭐⭐ **GitHub:** https://github.com/microsoft/playwright-mcp **Why it's game-changing:** Cross-browser automation and testing capabilities. Modern alternative to Puppeteer with advanced features. ### **8. Context7 MCP Server** ⭐⭐⭐⭐⭐ **Why it's game-changing:** Up-to-date documentation for frameworks and libraries. Always current documentation context for coding. ### **9. Memory MCP Server** ⭐⭐⭐⭐⭐ **GitHub:** https://github.com/modelcontextprotocol/servers **Why it's game-changing:** Knowledge graph-based persistent memory system. Maintains context across sessions for complex projects. ### **10. AWS MCP Server** ⭐⭐⭐⭐⭐ **Why it's game-changing:** Comprehensive AWS services integration. Essential for cloud development and infrastructure management. ## **🥇 EXCELLENT TIER - Extremely Useful (Usefulness Score 8.5-8.9)** ### **11. Jupyter MCP Server** ⭐⭐⭐⭐ **Why it's excellent:** Jupyter notebook interaction with persistent memory. Perfect for data science and machine learning workflows. ### **12. Azure MCP Server** ⭐⭐⭐⭐ **Website:** https://learn.microsoft.com/en-us/azure/developer/azure-mcp-server/ **Why it's excellent:** Microsoft Azure services and DevOps integration. Enterprise cloud development. ### **13. Bright Data Web MCP Server** ⭐⭐⭐⭐ **Why it's excellent:** Enterprise web scraping with proxy and CAPTCHA handling. Professional-grade web data extraction. ### **14. SQL Access MCP Server** ⭐⭐⭐⭐ **GitHub:** https://github.com/vlaadislavkr/mcp-sql-server **Why it's excellent:** Multi-database SQL support (MySQL, PostgreSQL, SQLite). Universal database access. ### **15. GitMCP** ⭐⭐⭐⭐ **Website:** https://gitmcp.io **Why it's excellent:** Instant MCP server for ANY GitHub repository. Just change github.com to gitmcp.io in URLs. ### **16. Everything MCP Server** ⭐⭐⭐⭐ **GitHub:** https://github.com/modelcontextprotocol/servers **Why it's excellent:** Reference/test server with prompts, resources, and tools. Great for learning and testing. ### **17. Slack MCP Server** ⭐⭐⭐⭐ **GitHub:** https://github.com/korotovsky/slack-mcp-server **Why it's excellent:** Comprehensive Slack workspace integration. Team communication and automation. ### **18. Docker MCP Server** ⭐⭐⭐⭐ **Why it's excellent:** Docker container and compose stack management. Essential for modern development workflows. ### **19. Datadog MCP Server** ⭐⭐⭐⭐ **Website:** https://www.datadoghq.com/blog/datadog-remote-mcp-server/ **Why it's excellent:** Application performance monitoring and logs. Production debugging and monitoring. ### **20. Fetch MCP Server** ⭐⭐⭐⭐ **GitHub:** https://github.com/modelcontextprotocol/servers **Why it's excellent:** Web content fetching and conversion for efficient LLM usage. Clean web data extraction. ## **🥈 VERY USEFUL TIER - Highly Valuable (Usefulness Score 8.0-8.4)** ### **21. Sequential Thinking MCP** ⭐⭐⭐ **Why it's useful:** Dynamic and reflective problem-solving through thought sequences. Structured problem-solving approach. ### **22. Sentry MCP Server** ⭐⭐⭐ **Website:** https://mcp.sentry.dev/mcp **Why it's useful:** Error monitoring and debugging. Production error tracking and analysis. ### **23. Redis MCP Server** ⭐⭐⭐ **GitHub:** https://github.com/modelcontextprotocol/servers **Why it's useful:** Redis key-value store operations. Caching and session management. ### **24. OpenAI MCP Server** ⭐⭐⭐ **Why it's useful:** OpenAI API integration for LLM interactions. AI model orchestration. ### **25. Puppeteer MCP Server** ⭐⭐⭐ **Why it's useful:** Chrome automation and web scraping. Browser automation for testing. ### **26. Hugging Face MCP Server** ⭐⭐⭐ **Website:** https://huggingface.co/mcp **Why it's useful:** Access to Hugging Face Hub and Gradio apps. AI model ecosystem access. ### **27. Kubernetes MCP Server** ⭐⭐⭐ **Why it's useful:** Kubernetes cluster management and monitoring. Container orchestration. ### **28. Prometheus MCP Server** ⭐⭐⭐ **Why it's useful:** Metrics querying and monitoring analysis. Infrastructure monitoring. ### **29. Perplexity MCP Server** ⭐⭐⭐ **Why it's useful:** AI-powered web search without leaving MCP ecosystem. Intelligent search capabilities. ### **30. Figma MCP Server** ⭐⭐⭐ **Why it's useful:** Design to code conversion from Figma files. Design-to-development workflow. ## **🥉 VALUABLE TIER - Specialized \& Useful (Usefulness Score 7.5-7.9)** ### **31-50. Additional Valuable Servers:** - **Time MCP Server** - Time and timezone conversion capabilities - **SQLite MCP Server** - Local SQLite database operations - **Gmail MCP Server** - Gmail management with natural language - **Browserbase MCP Server** - Cloud-based browser automation - **Pinecone MCP Server** - Vector database for similarity search and RAG - **Google Cloud MCP Server** - Google Cloud Platform services access - **GitLab MCP Server** - GitLab API integration for project management - **Terraform MCP Server** - Infrastructure as Code management - **Anthropic MCP Server** - Claude API integration and management - **Tavily MCP Server** - Real-time search API for current information - **DuckDuckGo MCP Server** - Privacy-focused web search without API keys - **Jenkins MCP Server** - Build pipeline automation and management - **Grafana MCP Server** - Dashboard and visualization management - **Linear MCP Server** - Issue tracking and project management - **Jira MCP Server** - Atlassian Jira integration for issue management - **MCP Guardian** - Security layer for MCP with auth, rate limiting, WAF - **Socket MCP Server** - Security analysis for dependencies - **Microsoft Teams MCP Server** - Teams integration for enterprise communication - **Discord MCP Server** - Discord bot and webhook management - **Milvus MCP Server** - Vector database operations and management ## **🚀 SPECIALIZED \& EMERGING SERVERS (Usefulness Score 7.0-7.4)** ### **51-58+ Additional Servers:** - **Blender MCP Server** - 3D modeling and scene creation - **CircleCI MCP Server** - Continuous integration and deployment - **Auth0 MCP Server** - Identity and access management - **OAuth MCP Server** - OAuth 2.1 authentication and authorization - **Wikipedia MCP Server** - Wikipedia content access and search - **Brave Search MCP Server** - Web and local search using Brave's API - **Trello MCP Server** - Kanban board management - **Browser Use MCP Server** - Browser control via natural language ## **📊 Most Popular MCP Servers by Adoption:** 1. **GitHub Official MCP** - Massive adoption in development teams 2. **Filesystem MCP** - Universal file operations 3. **Git MCP** - Essential for any code repository work 4. **Notion MCP** - Rapidly growing in productivity workflows 5. **PostgreSQL/MySQL MCP** - Database access is fundamental 6. **Playwright MCP** - Modern web automation standard 7. **Slack MCP** - Team communication integration 8. **Docker MCP** - Container-based development 9. **Context7 MCP** - Documentation access 10. **AWS MCP** - Cloud infrastructure management ## **🎯 Best MCP Servers by Use Case:** **For Web Development:** - GitHub MCP, Filesystem MCP, PostgreSQL MCP, Playwright MCP, Docker MCP **For Data Science/ML:** - Jupyter MCP, Hugging Face MCP, Pinecone MCP, OpenAI MCP, PostgreSQL MCP **For DevOps/Infrastructure:** - AWS MCP, Docker MCP, Kubernetes MCP, Terraform MCP, Prometheus MCP **For Productivity:** - Notion MCP, Slack MCP, Gmail MCP, Linear MCP, Jira MCP **For Web Scraping/Automation:** - Playwright MCP, Bright Data MCP, Puppeteer MCP, Browserbase MCP The complete list includes **58+ servers** covering every major development need, from basic file operations to advanced AI integrations. These MCP servers are transforming how developers work with AI coding assistants, making them incredibly powerful and context-aware. <span style="display:none">[^1][^10][^100][^101][^102][^103][^104][^105][^106][^107][^108][^109][^11][^110][^111][^112][^113][^114][^115][^116][^117][^118][^119][^12][^120][^121][^122][^123][^124][^125][^126][^127][^128][^129][^13][^130][^131][^132][^133][^134][^135][^136][^137][^14][^15][^16][^17][^18][^19][^2][^20][^21][^22][^23][^24][^25][^26][^27][^28][^29][^3][^30][^31][^32][^33][^34][^35][^36][^37][^38][^39][^4][^40][^41][^42][^43][^44][^45][^46][^47][^48][^49][^5][^50][^51][^52][^53][^54][^55][^56][^57][^58][^59][^6][^60][^61][^62][^63][^64][^65][^66][^67][^68][^69][^7][^70][^71][^72][^73][^74][^75][^76][^77][^78][^79][^8][^80][^81][^82][^83][^84][^85][^86][^87][^88][^89][^9][^90][^91][^92][^93][^94][^95][^96][^97][^98][^99]</span> <div style="text-align: center">⁂</div> [^1]: https://arxiv.org/abs/2507.19880 [^2]: 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