mcp server
best-of-mcp-servers
π A ranked list of MCP servers. Updated weekly.
Set up
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README
synced Oct 14, 2026This curated list contains 400 awesome MCP (Model Context Protocol) servers with a total of 1.3M stars grouped into 34 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an issue, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!
π§ββοΈ Discover other best-of lists or create your own.
Contents
- Aggregators 15 projects
- Art & Culture 10 projects
- Browser Automation 14 projects
- Biology Medicine and Bioinformatics 3 projects
- Cloud Platforms 20 projects
- Code Execution 5 projects
- Coding Agents 13 projects
- Command Line 7 projects
- Communication 15 projects
- Customer Data Platforms 4 projects
- Databases 47 projects
- Data Platforms 2 projects
- Data Science Tools 7 projects
- Developer Tools 66 projects
- Embedded System 2 projects
- File Systems 6 projects
- Finance & Fintech 20 projects
- Gaming 7 projects
- Location Services 3 projects
- Knowledge & Memory 18 projects
- Marketing 5 projects
- Monitoring 8 projects
- Multimedia Process 2 projects
- Search & Data Extraction 32 projects
- Security 18 projects
- Social Media 2 projects
- Sports 1 projects
- Support & Service Management 2 projects
- Text-to-Speech 2 projects
- Translation Services 1 projects
- Travel & Transportation 2 projects
- Version Control 3 projects
- Workplace & Productivity 4 projects
- Other Tools and Integrations 38 projects
Explanation
- π₯π₯π₯Β Combined project-quality score
- βοΈΒ Star count from GitHub
- π£Β New project (less than 6 months old)
- π€Β Inactive project (6 months no activity)
- πΒ Dead project (12 months no activity)
- ππΒ Project is trending up or down
- βΒ Project was recently added
- βοΈΒ Warning (e.g. missing/risky license)
- π¨βπ»Β Contributors count from GitHub
- πΒ Fork count from GitHub
- πΒ Issue count from GitHub
- β±οΈΒ Last update timestamp on package manager
- π₯Β Download count from package manager
- π¦Β Number of dependent projects
Aggregators
MCP servers for aggregators
- GitHub (π¨βπ» 340 Β· π 5.8K Β· π¦ 14 Β· π 14K - 31% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 910 Β· π 6.2K Β· π 4.4K - 0% open Β· β±οΈ 10.09.2026)
- GitHub (π¨βπ» 76 Β· π 130 Β· π¦ 20 Β· π 410 - 1% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 15 Β· π 140 Β· π₯ 18K Β· π¦ 49 Β· π 41 - 17% open Β· β±οΈ 23.09.2026)
- GitHub (π¨βπ» 22 Β· π 160 Β· π₯ 7.7K Β· π 140 - 51% open Β· β±οΈ 02.08.2026)
- GitHub (π¨βπ» 14 Β· π 62 Β· π₯ 3.6K Β· π¦ 1 Β· π 100 - 17% open Β· β±οΈ 28.09.2026)
- GitHub (π¨βπ» 44 Β· π 52 Β· π 33 - 36% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 34 Β· π 420 Β· π 210 - 48% open Β· β±οΈ 22.06.2026)
- GitHub (π¨βπ» 3 Β· π 74 Β· β±οΈ 20.07.2026)
- GitHub (π¨βπ» 9 Β· π 93 Β· π 35 - 25% open Β· β±οΈ 25.08.2026)
- GitHub (π¨βπ» 5 Β· π 30 Β· π 16 - 12% open Β· β±οΈ 11.03.2026)
- GitHub (π¨βπ» 2 Β· π 53 Β· β±οΈ 21.09.2026)
- GitHub (π¨βπ» 2 Β· π 25 Β· π₯ 120 Β· π 4 - 50% open Β· β±οΈ 27.09.2026)
- GitHub (π¨βπ» 7 Β· π 29 Β· β±οΈ 06.04.2026)
- SureScaleAI/openai-gpt-image-mcp (π₯4 Β· β 110 Β· π) - OpenAI GPT image generation/editing MCP server. MIT
Art & Culture
MCP servers for art and culture
- GitHub (π¨βπ» 41 Β· π 2.7K Β· π¦ 1 Β· π 180 - 12% open Β· β±οΈ 27.09.2026)
- GitHub (π¨βπ» 50 Β· π 370 Β· π 97 - 2% open Β· β±οΈ 26.09.2026)
- GitHub (π 230 Β· π₯ 6 Β· β±οΈ 26.09.2026)
- GitHub (π¨βπ» 2 Β· π 20 Β· π¦ 3 Β· π 7 - 14% open Β· β±οΈ 06.07.2026)
- GitHub (π¨βπ» 3 Β· π 19 Β· π₯ 9.8K Β· π¦ 3 Β· π 8 - 12% open Β· β±οΈ 13.07.2026)
- GitHub (π¨βπ» 9 Β· π 66 Β· π 8 - 12% open Β· β±οΈ 29.07.2026)
- GitHub (π¨βπ» 5 Β· π 160 Β· π 4 - 50% open Β· β±οΈ 11.10.2025)
- GitHub (π¨βπ» 3 Β· π 39 Β· π 6 - 66% open Β· β±οΈ 09.10.2025)
- abhiemj/manim-mcp-server (π₯9 Β· β 640 Β· π) - A local MCP server that generates animations using Manim. MIT
- omni-mcp/isaac-sim-mcp (π₯9 Β· β 190 Β· π) - A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc. MIT
Browser Automation
MCP servers for browser automation and web interaction
- GitHub (π¨βπ» 95 Β· π 2.2K Β· π¦ 50 Β· π 400 - 10% open Β· β±οΈ 30.09.2026)
- GitHub (π¨βπ» 50 Β· π 3.9K Β· π₯ 380K Β· π 570 - 61% open Β· β±οΈ 24.09.2026)
- GitHub (π¨βπ» 71 Β· π 3.2K Β· π₯ 88K Β· π 900 - 0% open Β· β±οΈ 28.09.2026)
- GitHub (π¨βπ» 6 Β· π 78 Β· π₯ 13K Β· π 19 - 21% open Β· β±οΈ 25.09.2026)
- GitHub (π¨βπ» 20 Β· π 50 Β· π 47 - 8% open Β· β±οΈ 26.08.2026)
- GitHub (π¨βπ» 17 Β· π 360 Β· π¦ 17 Β· π 54 - 62% open Β· β±οΈ 20.07.2026)
- GitHub (π¨βπ» 34 Β· π 530 Β· π 110 - 22% open Β· β±οΈ 13.12.2025)
- GitHub (π¨βπ» 4 Β· π 78 Β· π₯ 8K Β· π 18 - 55% open Β· β±οΈ 23.08.2026)
- GitHub (π¨βπ» 7 Β· π 110 Β· π 15 - 20% open Β· β±οΈ 22.11.2025)
- GitHub (π¨βπ» 11 Β· π 98 Β· π 14 - 71% open Β· β±οΈ 21.07.2026)
- GitHub (π¨βπ» 5 Β· π 28 Β· π 8 - 25% open Β· β±οΈ 30.03.2026)
- BrowserMCP/mcp (π₯14 Β· β 7.1K Β· π) - Automate your local Chrome browser. Apache-2
- kontext-dev/browser-use-mcp-server (π₯13 Β· β 850 Β· π) - browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc.. MIT
- VikashLoomba/MCP-Server-Playwright (π₯12 Β· β 300 Β· π) - A Model Context Protocol server that provides browser automation capabilities using Playwright. MIT
Biology Medicine and Bioinformatics
MCP servers for biology, medicine and bioinformatics
- GitHub (π¨βπ» 10 Β· π 110 Β· π₯ 15K Β· π 52 - 11% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 5 Β· π 25 Β· π 16 - 37% open Β· β±οΈ 09.07.2026)
- GitHub (π¨βπ» 11 Β· π 54 Β· π₯ 25 Β· π 7 - 14% open Β· β±οΈ 04.09.2026)
Cloud Platforms
MCP servers for cloud platforms
- GitHub (π¨βπ» 330 Β· π 1.7K Β· π¦ 4 Β· π 700 - 22% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 94 Β· π 130 Β· π₯ 1.8K Β· π 11K - 0% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 50 Β· π 240 Β· π₯ 400K Β· π¦ 4 Β· β±οΈ 15.09.2026)
- GitHub (π¨βπ» 23 Β· π 140 Β· π₯ 2.4K Β· π¦ 6 Β· β±οΈ 30.09.2026)
- GitHub (π¨βπ» 76 Β· π 370 Β· π₯ 97K Β· π¦ 2 Β· π 250 - 23% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 50 Β· π 280 Β· π₯ 1.7K Β· π¦ 20 Β· π 120 - 6% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 45 Β· π 520 Β· π¦ 14 Β· π 160 - 25% open Β· β±οΈ 25.09.2026)
- GitHub (π¨βπ» 33 Β· π 200 Β· π¦ 1 Β· π 80 - 15% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 19 Β· π 160 Β· π₯ 3.6K Β· π 99 - 23% open Β· β±οΈ 12.09.2026)
- GitHub (π¨βπ» 4 Β· π 45 Β· π₯ 59K Β· π 31 - 22% open Β· β±οΈ 02.09.2026)
- GitHub (π¨βπ» 13 Β· π 42 Β· π₯ 490 Β· β±οΈ 19.09.2026)
- GitHub (π¨βπ» 12 Β· π 56 Β· π₯ 1.8K Β· π¦ 3 Β· π 18 - 44% open Β· β±οΈ 15.12.2025)
- GitHub (π¨βπ» 3 Β· π 31 Β· β±οΈ 08.09.2026)
- GitHub (π¨βπ» 6 Β· π 34 Β· π¦ 11 Β· π 6 - 66% open Β· β±οΈ 14.08.2026)
- GitHub (π¨βπ» 7 Β· π 180 Β· π₯ 91 Β· π 35 - 14% open Β· β±οΈ 08.04.2026)
- GitHub (π¨βπ» 7 Β· π 28 Β· π₯ 510 Β· π 4 - 25% open Β· β±οΈ 26.09.2026)
- GitHub (π¨βπ» 10 Β· π 8 Β· π 23 - 17% open Β· β±οΈ 10.07.2026)
- GitHub (π 39 Β· π 14 - 14% open Β· β±οΈ 27.02.2026)
- GitHub (π¨βπ» 2 Β· π 34 Β· π 17 - 11% open Β· β±οΈ 27.02.2026)
- GitHub (π¨βπ» 4 Β· π 39 Β· π¦ 2 Β· β±οΈ 04.02.2026)
Code Execution
MCP servers for code execution
- GitHub (π¨βπ» 620 Β· π 2.8K Β· π¦ 5.6K Β· π 3.7K - 26% open Β· β±οΈ 30.09.2026)
- GitHub (π¨βπ» 36 Β· π 200 Β· π₯ 34K Β· π 95 - 49% open Β· β±οΈ 12.08.2026)
- GitHub (π 23 Β· π¦ 1 Β· β±οΈ 19.06.2026)
- GitHub (π¨βπ» 7 Β· π 34 Β· π 47 - 21% open Β· β±οΈ 24.11.2025)
- GitHub (π¨βπ» 5 Β· π 39 Β· β±οΈ 21.03.2026)
Coding Agents
MCP servers for coding agents
- GitHub (π¨βπ» 220 Β· π 830 Β· π₯ 1.9K Β· π¦ 9 Β· π 820 - 11% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 240 Β· π 2K Β· π₯ 1.7K Β· π 920 - 10% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 23 Β· π 220 Β· π₯ 340 Β· π¦ 4 Β· π 84 - 30% open Β· β±οΈ 22.09.2026)
- GitHub (π¨βπ» 15 Β· π 210 Β· π₯ 1.9K Β· π 150 - 1% open Β· β±οΈ 02.06.2026)
- GitHub (π¨βπ» 14 Β· π 34 Β· π₯ 920 Β· π 15 - 20% open Β· β±οΈ 24.09.2026)
- GitHub (π¨βπ» 4 Β· π 24 Β· π¦ 3 Β· π 54 - 50% open Β· β±οΈ 15.09.2026)
- GitHub (π¨βπ» 9 Β· π 140 Β· π 65 - 60% open Β· β±οΈ 25.12.2025)
- GitHub (π¨βπ» 4 Β· π 27 Β· π¦ 4 Β· β±οΈ 12.07.2026)
- GitHub (π¨βπ» 7 Β· π 180 Β· π 34 - 47% open Β· β±οΈ 09.10.2025)
- GitHub (π¨βπ» 4 Β· π 83 Β· π 14 - 57% open Β· β±οΈ 07.01.2026)
- GitHub (π¨βπ» 4 Β· π 31 Β· π 8 - 87% open Β· β±οΈ 12.05.2026)
- GitHub (π¨βπ» 4 Β· π 40 Β· π 4 - 50% open Β· β±οΈ 08.12.2025)
- GitHub (π¨βπ» 2 Β· π 13 Β· π₯ 180 Β· β±οΈ 14.03.2026)
Command Line
MCP servers for command line
- GitHub (π¨βπ» 60 Β· π 130 Β· π₯ 200 Β· π¦ 110 Β· π 230 - 5% open Β· β±οΈ 30.09.2026)
- GitHub (π¨βπ» 39 Β· π 1.2K Β· π₯ 420 Β· π 320 - 59% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 8 Β· π 110 Β· π₯ 37 Β· π¦ 2 Β· π 42 - 14% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 11 Β· π 49 Β· π₯ 8 Β· π¦ 3 Β· π 11 - 18% open Β· β±οΈ 22.09.2026)
- GitHub (π¨βπ» 3 Β· π 33 Β· π 9 - 33% open Β· β±οΈ 09.04.2026)
- GitHub (π¨βπ» 7 Β· π 66 Β· π¦ 3 Β· π 16 - 25% open Β· β±οΈ 20.09.2025)
- MladenSU/cli-mcp-server (π₯11 Β· β 180 Β· π) - Command line interface with secure execution and customizable security policies. MIT
Communication
MCP servers for communication and messaging
- GitHub (π¨βπ» 82 Β· π 1.5K Β· π₯ 1.6K Β· π 260 - 37% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 56 Β· π 370 Β· π₯ 18K Β· π¦ 39 Β· π 130 - 29% open Β· β±οΈ 14.05.2026)
- GitHub (π¨βπ» 78 Β· π 440 Β· π 52 - 15% open Β· β±οΈ 28.09.2026)
- GitHub (π¨βπ» 67 Β· π 380 Β· π 180 - 0% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 16 Β· π 150 Β· π 58 - 8% open Β· β±οΈ 28.09.2026)
- GitHub (π¨βπ» 5 Β· π 38 Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 20 Β· π 54 Β· β±οΈ 24.09.2026)
- GitHub (π¨βπ» 5 Β· π 94 Β· π 19 - 47% open Β· β±οΈ 01.09.2026)
- GitHub (π¨βπ» 3 Β· π 59 Β· π₯ 3.3K Β· π 11 - 45% open Β· β±οΈ 28.05.2026)
- GitHub (π¨βπ» 10 Β· π 100 Β· π₯ 310 Β· π 12 - 50% open Β· β±οΈ 25.04.2026)
- GitHub (π¨βπ» 3 Β· π 61 Β· π 12 - 83% open Β· β±οΈ 21.09.2026)
- GitHub (π¨βπ» 3 Β· π 15 Β· π 24 - 25% open Β· β±οΈ 27.01.2026)
- GitHub (π 18 Β· π 3 - 66% open Β· β±οΈ 03.02.2026)
- lharries/whatsapp-mcp (π₯16 Β· β 6.3K Β· π) - An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups. MIT
- areweai/tsgram-mcp (π₯7 Β· β 89 Β· π) - TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the.. MIT
Customer Data Platforms
MCP servers for customer data platforms
- GitHub (π¨βπ» 24 Β· π 420 Β· π¦ 14 Β· π 180 - 2% open Β· β±οΈ 27.08.2026)
- GitHub (π¨βπ» 12 Β· π 59 Β· π¦ 4 Β· π 22 - 27% open Β· β±οΈ 15.05.2026)
- GitHub (π¨βπ» 12 Β· π 40 Β· π 19 - 15% open Β· β±οΈ 27.08.2026)
- GitHub (π¨βπ» 8 Β· π 17 Β· π 2 - 50% open Β· β±οΈ 01.09.2025)
Databases
MCP servers for database integration and management
- GitHub (π¨βπ» 59 Β· π 150 Β· π₯ 15K Β· π¦ 3 Β· π 3.9K - 3% open Β· β±οΈ 30.09.2026)
- GitHub (π¨βπ» 160 Β· π 1.7K Β· π¦ 2 Β· π 760 - 19% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 74 Β· π 63 Β· π₯ 300K Β· π 150 - 2% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 80 Β· π 730 Β· π 4.7K - 25% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 26 Β· π 410 Β· π¦ 8 Β· π 140 - 51% open Β· β±οΈ 23.09.2026)
- GitHub (π¨βπ» 33 Β· π 250 Β· π¦ 18 Β· π 88 - 47% open Β· β±οΈ 27.07.2026)
- GitHub (π¨βπ» 12 Β· π 130 Β· π₯ 180K Β· π¦ 7 Β· π 37 - 5% open Β· β±οΈ 09.09.2026)
- GitHub (π¨βπ» 31 Β· π 60 Β· π₯ 110 Β· π¦ 1 Β· π 280 - 13% open Β· β±οΈ 28.09.2026)
- GitHub (π¨βπ» 28 Β· π 190 Β· π 63 - 6% open Β· β±οΈ 21.09.2026)
- GitHub (π¨βπ» 32 Β· π 200 Β· π₯ 120 Β· π 300 - 14% open Β· β±οΈ 06.05.2026)
- GitHub (π¨βπ» 28 Β· π 110 Β· π 35 - 31% open Β· β±οΈ 21.09.2026)
- GitHub (π¨βπ» 20 Β· π 100 Β· π₯ 710 Β· β±οΈ 19.09.2026)
- GitHub (π¨βπ» 10 Β· π 370 Β· π₯ 360 Β· π¦ 12 Β· π 65 - 76% open Β· β±οΈ 16.08.2026)
- GitHub (π¨βπ» 11 Β· π 260 Β· π 65 - 4% open Β· β±οΈ 02.08.2026)
- GitHub (π¨βπ» 24 Β· π 260 Β· π₯ 1.7K Β· π 81 - 20% open Β· β±οΈ 09.09.2026)
- GitHub (π¨βπ» 8 Β· π 68 Β· π 29 - 3% open Β· β±οΈ 24.08.2026)
- GitHub (π¨βπ» 12 Β· π 300 Β· π¦ 7 Β· π 50 - 57% open Β· β±οΈ 11.08.2026)
- GitHub (π¨βπ» 24 Β· π 130 Β· π 52 - 32% open Β· β±οΈ 25.09.2026)
- GitHub (π¨βπ» 7 Β· π 54 Β· π¦ 3 Β· β±οΈ 29.07.2026)
- GitHub (π¨βπ» 17 Β· π 54 Β· π₯ 18K Β· π 35 - 48% open Β· β±οΈ 16.04.2026)
- GitHub (π¨βπ» 17 Β· π 250 Β· π¦ 2 Β· π 46 - 45% open Β· β±οΈ 14.05.2026)
- GitHub (π¨βπ» 13 Β· π 64 Β· π 23 - 34% open Β· β±οΈ 16.08.2026)
- GitHub (π¨βπ» 16 Β· π 110 Β· π 66 - 28% open Β· β±οΈ 15.05.2026)
- GitHub (π¨βπ» 6 Β· π 120 Β· π₯ 200 Β· π 33 - 54% open Β· β±οΈ 17.09.2025)
- GitHub (π¨βπ» 6 Β· π 61 Β· β±οΈ 18.09.2026)
- GitHub (π¨βπ» 13 Β· π 70 Β· π 27 - 14% open Β· β±οΈ 11.08.2026)
- GitHub (π¨βπ» 8 Β· π 49 Β· π₯ 47 Β· π 14 - 64% open Β· β±οΈ 11.02.2026)
- GitHub (π¨βπ» 11 Β· π 75 Β· π 21 - 52% open Β· β±οΈ 07.10.2025)
- GitHub (π¨βπ» 4 Β· π 31 Β· π¦ 6 Β· π 7 - 14% open Β· β±οΈ 22.05.2026)
- GitHub (π¨βπ» 5 Β· π 40 Β· π 10 - 30% open Β· β±οΈ 07.02.2026)
- GitHub (π¨βπ» 5 Β· π 24 Β· π₯ 120 Β· β±οΈ 25.03.2026)
- GitHub (π¨βπ» 3 Β· π 42 Β· π 6 - 16% open Β· β±οΈ 19.03.2026)
- GitHub (π¨βπ» 5 Β· π 29 Β· π 4 - 50% open Β· β±οΈ 12.09.2026)
- GitHub (π¨βπ» 2 Β· π 28 Β· β±οΈ 05.08.2026)
- GitHub (π¨βπ» 2 Β· π 63 Β· π₯ 360 Β· π 5 - 20% open Β· β±οΈ 26.05.2026)
- GitHub (π¨βπ» 9 Β· π 37 Β· π 14 - 71% open Β· β±οΈ 14.11.2025)
- GitHub (π¨βπ» 2 Β· π 16 Β· π¦ 7 Β· β±οΈ 04.04.2026)
- GitHub (π¨βπ» 4 Β· π 20 Β· π 16 - 75% open Β· β±οΈ 14.09.2025)
- GitHub (π¨βπ» 2 Β· π 43 Β· β±οΈ 26.05.2026)
- centralmind/gateway (π₯15 Β· β 550 Β· π) - MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL,.. Apache-2
- gannonh/firebase-mcp (π₯15 Β· β 250 Β· π) - Firebase services including Auth, Firestore and Storage. MIT
- furey/mongodb-lens (π₯13 Β· β 210 Β· π) - MongoDB Lens: Full Featured MCP Server for MongoDB Databases. MIT
- wenb1n-dev/mysql_mcp_server_pro (π₯12 Β· β 250 Β· π) - Supports SSE, STDIO; not only limited to MySQLs CRUD functionality; also includes database exception analysis.. MIT
- ktanaka101/mcp-server-duckdb (π₯12 Β· β 180 Β· π) - DuckDB database integration with schema inspection and query capabilities. MIT
- alexander-zuev/supabase-mcp-server (π₯11 Β· β 830 Β· π) - Supabase MCP Server with support for SQL query execution and database exploration tools. Apache-2
- TheRaLabs/legion-mcp (π₯8 Β· β 94 Β· π) - Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL,.. βοΈGPL-3.0
- hannesrudolph/sqlite-explorer-fastmcp-mcp-server (π₯3 Β· β 110 Β· π) - An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This.. βUnlicensed
Data Platforms
MCP servers for data platforms
- GitHub (π¨βπ» 48 Β· π 140 Β· π₯ 1.3K Β· π¦ 3 Β· π 140 - 20% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 39 Β· π 24 Β· π 31 - 58% open Β· β±οΈ 29.09.2026)
Data Science Tools
MCP servers for data science tools
- GitHub (π¨βπ» 48 Β· π 290 Β· π¦ 91 Β· π 290 - 8% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 49 Β· π 200 Β· π 170 - 18% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 22 Β· π 78 Β· π 35 - 14% open Β· β±οΈ 24.08.2026)
- GitHub (π¨βπ» 9 Β· π 250 Β· π 39 - 28% open Β· β±οΈ 01.05.2026)
- GitHub (π¨βπ» 10 Β· π 26 Β· β±οΈ 05.08.2026)
- GitHub (π¨βπ» 2 Β· π 10 Β· β±οΈ 12.11.2025)
- ChronulusAI/chronulus-mcp (π₯7 Β· β 110 Β· π) - Predict anything with Chronulus AI forecasting and prediction agents. MIT
Developer Tools
MCP servers for developer tools
- GitHub (π¨βπ» 190 Β· π 3.7K Β· π₯ 1.3M Β· π¦ 11 Β· π 1.1K - 43% open Β· β±οΈ 28.09.2026)
- GitHub (π¨βπ» 46 Β· π 55 Β· π¦ 130 Β· π 2.4K - 9% open Β· β±οΈ 30.09.2026)
- GitHub (π¨βπ» 31 Β· π 730 Β· π¦ 10 Β· π 160 - 21% open Β· β±οΈ 23.09.2026)
- GitHub (π¨βπ» 30 Β· π 1.2K Β· π 180 - 3% open Β· β±οΈ 24.06.2026)
- GitHub (π¨βπ» 57 Β· π 2.6K Β· π¦ 13 Β· π 650 - 25% open Β· β±οΈ 23.04.2026)
- GitHub (π¨βπ» 52 Β· π 180 Β· π¦ 240 Β· π 140 - 10% open Β· β±οΈ 14.09.2026)
- GitHub (π¨βπ» 7 Β· π 470 Β· π₯ 19 Β· π¦ 14 Β· π 48 - 6% open Β· β±οΈ 09.09.2026)
- GitHub (π¨βπ» 27 Β· π 67 Β· π₯ 190 Β· π 97 - 4% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 10 Β· π 84 Β· π₯ 6 Β· π¦ 8 Β· β±οΈ 23.09.2026)
- GitHub (π¨βπ» 18 Β· π 43 Β· π 57 - 52% open Β· β±οΈ 07.09.2026)
- GitHub (π¨βπ» 17 Β· π 37 Β· π 32 - 9% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 10 Β· π 470 Β· π₯ 41 Β· β±οΈ 28.09.2026)
- GitHub (π¨βπ» 19 Β· π 210 Β· π₯ 6 Β· π 99 - 22% open Β· β±οΈ 23.09.2026)
- GitHub (π¨βπ» 15 Β· π 44 Β· β±οΈ 05.09.2026)
- GitHub (π¨βπ» 16 Β· π 750 Β· π 83 - 69% open Β· β±οΈ 08.05.2026)
- GitHub (π¨βπ» 18 Β· π 96 Β· π¦ 4 Β· π 33 - 48% open Β· β±οΈ 13.08.2026)
- GitHub (π¨βπ» 12 Β· π 25 Β· π¦ 3 Β· β±οΈ 12.09.2026)
- GitHub (π¨βπ» 19 Β· π 310 Β· π 23 - 13% open Β· β±οΈ 16.05.2026)
- GitHub (π 78 Β· π₯ 160 Β· π 36 - 2% open Β· β±οΈ 25.08.2026)
- GitHub (π¨βπ» 11 Β· π 61 Β· π 37 - 45% open Β· β±οΈ 15.08.2026)
- GitHub (π¨βπ» 13 Β· π 36 Β· π 26 - 30% open Β· β±οΈ 29.09.2026)
- GitHub (π 23 Β· π₯ 3.2K Β· π 10 - 10% open Β· β±οΈ 25.05.2026)
- GitHub (π¨βπ» 9 Β· π 24 Β· π 8 - 37% open Β· β±οΈ 16.09.2026)
- GitHub (π¨βπ» 6 Β· π 14 Β· π¦ 1 Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 4 Β· π 60 Β· π₯ 160 Β· β±οΈ 12.11.2025)
- GitHub (π¨βπ» 5 Β· π 50 Β· π₯ 290 Β· π 21 - 38% open Β· β±οΈ 20.12.2025)
- GitHub (π 58 Β· π 12 - 50% open Β· β±οΈ 07.01.2026)
- GitHub (π¨βπ» 4 Β· π 38 Β· π₯ 660 Β· π 14 - 42% open Β· β±οΈ 24.11.2025)
- GitHub (π¨βπ» 12 Β· π 47 Β· π 21 - 23% open Β· β±οΈ 03.03.2026)
- GitHub (π¨βπ» 8 Β· π 62 Β· π¦ 1 Β· π 33 - 30% open Β· β±οΈ 06.03.2026)
- GitHub (π¨βπ» 14 Β· π 27 Β· π 33 - 48% open Β· β±οΈ 19.01.2026)
- GitHub (π¨βπ» 28 Β· π 62 Β· π¦ 5 Β· β±οΈ 06.08.2026)
- GitHub (π¨βπ» 3 Β· π 15 Β· π 12 - 8% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 4 Β· π 98 Β· π 20 - 85% open Β· β±οΈ 07.08.2026)
- GitHub (π 61 Β· π¦ 6 Β· π 17 - 52% open Β· β±οΈ 07.07.2026)
- GitHub (π¨βπ» 8 Β· π 33 Β· β±οΈ 10.05.2026)
- GitHub (π¨βπ» 3 Β· π 26 Β· π 8 - 87% open Β· β±οΈ 27.02.2026)
- GitHub (π¨βπ» 11 Β· π 8 Β· π₯ 440 Β· π 9 - 66% open Β· β±οΈ 10.03.2026)
- GitHub (π¨βπ» 6 Β· π 92 Β· π 19 - 10% open Β· β±οΈ 07.07.2026)
- GitHub (π¨βπ» 3 Β· π 28 Β· π 7 - 14% open Β· β±οΈ 02.02.2026)
- GitHub (π¨βπ» 3 Β· π 56 Β· π 9 - 55% open Β· β±οΈ 02.09.2025)
- GitHub (π¨βπ» 5 Β· π 25 Β· π 8 - 87% open Β· β±οΈ 21.06.2026)
- GitHub (π¨βπ» 6 Β· π 11 Β· β±οΈ 22.06.2026)
- GitHub (π¨βπ» 6 Β· π 22 Β· π¦ 4 Β· π 8 - 50% open Β· β±οΈ 11.08.2026)
- GitHub (π¨βπ» 5 Β· π 120 Β· π 24 - 16% open Β· β±οΈ 09.03.2026)
- GitHub (π¨βπ» 5 Β· π 34 Β· π 22 - 36% open Β· β±οΈ 27.03.2026)
- GitHub (π¨βπ» 8 Β· π 98 Β· π 2 - 50% open Β· β±οΈ 27.08.2026)
- GitHub (π¨βπ» 3 Β· π 9 Β· π 13 - 61% open Β· β±οΈ 05.07.2026)
- GitHub (π 13 Β· π 4 - 25% open Β· β±οΈ 10.11.2025)
- GitHub (π¨βπ» 2 Β· π 15 Β· π₯ 280 Β· π¦ 3 Β· β±οΈ 14.11.2025)
- GitHub (π¨βπ» 8 Β· π 19 Β· π 6 - 50% open Β· β±οΈ 30.03.2026)
- GitHub (π¨βπ» 2 Β· π 17 Β· π 7 - 42% open Β· β±οΈ 30.03.2026)
- GitHub (π¨βπ» 2 Β· π 20 Β· π₯ 12 Β· π 5 - 20% open Β· β±οΈ 13.03.2026)
- GitHub (π¨βπ» 2 Β· π 13 Β· π 2 - 50% open Β· β±οΈ 10.06.2026)
- gitkraken/gk-cli (π₯18 Β· β 460 Β· π) - A CLI for interacting with GitKraken APIs. Includes an MCP server via gk mcp that not only wraps GitKraken APIs, but.. βUnlicensed
- cjo4m06/mcp-shrimp-task-manager (π₯15 Β· β 2.1K Β· π) - A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-.. MIT
- isaacphi/mcp-language-server (π₯15 Β· β 1.6K Β· π) - MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools.. BSD-3
- SDGLBL/mcp-claude-code (π₯13 Β· β 300 Β· π) - An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project.. MIT
- JetBrains/mcp-jetbrains (π₯12 Β· β 960 Β· π) - Connect to JetBrains IDE. Apache-2
- YuChenSSR/mindmap-mcp-server (π₯10 Β· β 240 Β· π) - A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap. MIT
- langfuse/mcp-server-langfuse (π₯10 Β· β 170 Β· π) - MCP server to access and manage LLM application prompts created with Langfuse) Prompt Management. MIT
- delano/postman-mcp-server (π₯10 Β· β 160 Β· π) - Interact with Postman API. MIT
- automation-ai-labs/mcp-link (π₯9 Β· β 620 Β· π) - Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema). MIT
- sammcj/mcp-package-version (π₯9 Β· β 120 Β· π) - An MCP Server to help LLMs suggest the latest stable package versions when writing code. MIT
- YuChenSSR/multi-ai-advisor-mcp (π₯7 Β· β 88 Β· π) - A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing.. MIT
- ShenghaiWang/xcodebuild (π₯6 Β· β 84 Β· π) - Build iOS Xcode workspace/project and feed back errors to llm. MIT
Embedded System
MCP servers for embedded system
- GitHub (π¨βπ» 24 Β· π 230 Β· π₯ 360 Β· π 180 - 27% open Β· β±οΈ 27.09.2026)
- GitHub (π¨βπ» 5 Β· π 20 Β· π 36 - 88% open Β· β±οΈ 27.12.2025)
File Systems
MCP servers for file systems
- GitHub (π¨βπ» 130 Β· π 14K Β· π¦ 4.1K Β· π 630 - 51% open Β· β±οΈ 21.09.2026)
- GitHub (π¨βπ» 82 Β· π 980 Β· π¦ 4 Β· π 730 - 13% open Β· β±οΈ 30.09.2026)
- GitHub (π¨βπ» 11 Β· π 28 Β· π₯ 2.4K Β· β±οΈ 11.09.2026)
- GitHub (π¨βπ» 8 Β· π 120 Β· π₯ 2.6K Β· π¦ 40 Β· π 34 - 58% open Β· β±οΈ 23.11.2025)
- GitHub (π¨βπ» 3 Β· π 24 Β· π 7 - 57% open Β· β±οΈ 26.08.2026)
- isaacphi/mcp-gdrive (π₯9 Β· β 280 Β· π) - Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets. MIT
Finance & Fintech
MCP servers for finance & fintech
- GitHub (π¨βπ» 530 Β· π 1.1K Β· π 58 - 53% open Β· β±οΈ 28.07.2026)
- GitHub (π¨βπ» 19 Β· π 66 Β· π₯ 2.6K Β· β±οΈ 23.09.2026)
- GitHub (π¨βπ» 9 Β· π 65 Β· π₯ 68 Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 4 Β· π 55 Β· π¦ 2 Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 10 Β· π 110 Β· π₯ 200 Β· π 49 - 16% open Β· β±οΈ 05.05.2026)
- GitHub (π¨βπ» 8 Β· π 130 Β· β±οΈ 13.05.2026)
- GitHub (π¨βπ» 2 Β· π 260 Β· π₯ 150 Β· π 27 - 62% open Β· β±οΈ 28.03.2026)
- GitHub (π¨βπ» 10 Β· π 89 Β· π 14 - 50% open Β· β±οΈ 04.06.2026)
- GitHub (π¨βπ» 6 Β· π 52 Β· β±οΈ 13.09.2026)
- GitHub (π¨βπ» 19 Β· π 190 Β· π 64 - 82% open Β· β±οΈ 05.06.2026)
- GitHub (π¨βπ» 5 Β· π 31 Β· π 30 - 43% open Β· β±οΈ 07.05.2026)
- GitHub (π¨βπ» 8 Β· π 32 Β· π 10 - 80% open Β· β±οΈ 24.09.2026)
- GitHub (π¨βπ» 4 Β· π 25 Β· β±οΈ 09.07.2026)
- GitHub (π¨βπ» 6 Β· π 39 Β· β±οΈ 22.10.2025)
- GitHub (π¨βπ» 6 Β· π 14 Β· π 4 - 25% open Β· β±οΈ 25.03.2026)
- GitHub (π 40 Β· π 5 - 80% open Β· β±οΈ 06.12.2025)
- GitHub (π 43 Β· π 6 - 83% open Β· β±οΈ 06.12.2025)
- GitHub (π¨βπ» 2 Β· π 21 Β· β±οΈ 09.12.2025)
- armorwallet/armor-crypto-mcp (π₯12 Β· β 180 Β· π) - MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin.. βοΈGPL-3.0
- doggybee/mcp-server-ccxt (π₯8 Β· β 140 Β· π) - An MCP server for accessing real-time crypto market data and trading via 20+ exchanges using the CCXT library... MIT
Gaming
MCP servers for gaming
- GitHub (π¨βπ» 28 Β· π 380 Β· π₯ 140K Β· π 410 - 10% open Β· β±οΈ 28.09.2026)
- GitHub (π¨βπ» 32 Β· π 240 Β· π₯ 1.8K Β· π 86 - 4% open Β· β±οΈ 02.09.2026)
- GitHub (π¨βπ» 14 Β· π 86 Β· π₯ 4K Β· π 63 - 11% open Β· β±οΈ 09.09.2026)
- GitHub (π¨βπ» 8 Β· π 470 Β· π 67 - 56% open Β· β±οΈ 16.04.2026)
- GitHub (π¨βπ» 3 Β· π 25 Β· π¦ 3 Β· π 9 - 22% open Β· β±οΈ 03.08.2026)
- GitHub (π¨βπ» 4 Β· π 9 - 11% open Β· β±οΈ 13.05.2026)
- GitHub (π¨βπ» 2 Β· π 20 Β· β±οΈ 26.06.2026)
Location Services
MCP servers for location services and geospatial data
- GitHub (π¨βπ» 12 Β· π 53 Β· π 15 - 13% open Β· β±οΈ 21.08.2026)
- GitHub (π¨βπ» 4 Β· π 180 Β· π 26 - 50% open Β· β±οΈ 01.10.2025)
- jagan-shanmugam/open-streetmap-mcp (π₯7 Β· β 230 Β· π) - An OpenStreetMap MCP server with location-based services and geospatial data. MIT
Knowledge & Memory
MCP servers for knowledge graphs and memory management
- GitHub (π¨βπ» 290 Β· π 5.7K Β· π₯ 11K Β· π 1.1K - 20% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 320 Β· π 3.1K Β· π₯ 80 Β· π¦ 230 Β· π 1.1K - 19% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 130 Β· π 3K Β· π₯ 1.3K Β· π 2.3K - 1% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 12 Β· π 41 Β· π₯ 6.3K Β· π 110 - 11% open Β· β±οΈ 27.09.2026)
- GitHub (π¨βπ» 9 Β· π 31 Β· π₯ 350 Β· π 42 - 11% open Β· β±οΈ 30.09.2026)
- PyPi (π₯ 2.7K / month)
- GitHub (π¨βπ» 8 Β· π 73 Β· π¦ 5 Β· π 44 - 4% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 19 Β· π 140 Β· π 420 - 8% open Β· β±οΈ 15.04.2026)
- GitHub (π¨βπ» 16 Β· π 130 Β· π 77 - 12% open Β· β±οΈ 26.08.2026)
- GitHub (π¨βπ» 4 Β· π 56 Β· π¦ 6 Β· β±οΈ 12.01.2026)
- GitHub (π¨βπ» 2 Β· π 35 Β· π¦ 3 Β· β±οΈ 04.08.2026)
- GitHub (π¨βπ» 3 Β· π 35 Β· π¦ 3 Β· π 21 - 4% open Β· β±οΈ 16.01.2026)
- GitHub (π¨βπ» 6 Β· π 140 Β· β±οΈ 24.03.2026)
- GitHub (π¨βπ» 4 Β· π 49 Β· π 9 - 11% open Β· β±οΈ 17.01.2026)
- GitHub (π¨βπ» 3 Β· π 32 Β· π¦ 1 Β· π 25 - 8% open Β· β±οΈ 23.12.2025)
- GitHub (π¨βπ» 3 Β· π 20 Β· β±οΈ 04.02.2026)
- GitHub (π¨βπ» 2 Β· π 9 Β· β±οΈ 13.01.2026)
- entanglr/zettelkasten-mcp (π₯12 Β· β 160 Β· π) - A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you.. MIT
- hannesrudolph/mcp-ragdocs (π₯10 Β· β 260 Β· π) - An MCP server implementation that provides tools for retrieving and processing documentation through vector search,.. MIT
Marketing
MCP servers for marketing
- GitHub (π¨βπ» 8 Β· π 280 Β· π 33 - 33% open Β· β±οΈ 23.09.2026)
- GitHub (π¨βπ» 13 Β· π 65 Β· π 6 - 33% open Β· β±οΈ 11.09.2026)
- GitHub (π¨βπ» 7 Β· π 87 Β· π 4 - 50% open Β· β±οΈ 05.08.2026)
- GitHub (π¨βπ» 3 Β· π 47 Β· β±οΈ 05.08.2026)
- open-strategy-partners/osp_marketing_tools (π₯9 Β· β 270 Β· π) - A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing.. CC-BY-SA-4.0
Monitoring
MCP servers for monitoring
- GitHub (π¨βπ» 690 Β· π 6.5K Β· π₯ 1.6M Β· π 8.3K - 2% open Β· β±οΈ 30.09.2026)
- GitHub (π¨βπ» 130 Β· π 450 Β· π₯ 290K Β· π¦ 5 Β· π 340 - 15% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 72 Β· π 150 Β· π₯ 260 Β· π 300 - 22% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 11 Β· π 32 Β· π₯ 12K Β· π 31 - 25% open Β· β±οΈ 08.06.2026)
- GitHub (π¨βπ» 10 Β· π 27 Β· π¦ 3 Β· β±οΈ 13.07.2026)
- GitHub (π¨βπ» 6 Β· π 76 Β· π 15 - 13% open Β· β±οΈ 10.05.2026)
- seekrays/mcp-monitor (π₯8 Β· β 91 Β· π) - A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to.. Apache-2
- hyperb1iss/lucidity-mcp (π₯7 Β· β 90 Β· π) - Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from.. Apache-2
Multimedia Process
MCP servers for multimedia process
- GitHub (π¨βπ» 2 Β· π 51 Β· β±οΈ 19.05.2026)
- GitHub (π¨βπ» 2 Β· π 25 Β· β±οΈ 20.05.2026)
Search & Data Extraction
MCP servers for search and data extraction
- GitHub (π¨βπ» 18 Β· π 250 Β· π₯ 360 Β· π¦ 24 Β· π 120 - 2% open Β· β±οΈ 26.08.2026)
- GitHub (π¨βπ» 25 Β· π 160 Β· π¦ 8 Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 19 Β· π 210 Β· π¦ 50 Β· π 51 - 41% open Β· β±οΈ 17.09.2026)
- GitHub (π¨βπ» 19 Β· π 330 Β· π¦ 18 Β· π 55 - 23% open Β· β±οΈ 15.09.2026)
- GitHub (π¨βπ» 30 Β· π 390 Β· π¦ 17 Β· π 120 - 24% open Β· β±οΈ 23.09.2026)
- GitHub (π¨βπ» 12 Β· π 190 Β· π¦ 24 Β· β±οΈ 04.09.2026)
- GitHub (π¨βπ» 13 Β· π 180 Β· π 52 - 19% open Β· β±οΈ 28.09.2026)
- GitHub (π¨βπ» 10 Β· π 40 Β· π₯ 23 Β· π 16 - 25% open Β· β±οΈ 22.09.2026)
- GitHub (π¨βπ» 8 Β· π 41 Β· π 33 - 18% open Β· β±οΈ 06.09.2026)
- GitHub (π¨βπ» 6 Β· π 45 Β· π¦ 6 Β· β±οΈ 14.09.2026)
- GitHub (π¨βπ» 2 Β· π 38 Β· π¦ 4 Β· π 7 - 14% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 6 Β· π 25 Β· π¦ 70 Β· β±οΈ 19.02.2026)
- GitHub (π¨βπ» 4 Β· π 30 Β· β±οΈ 19.05.2026)
- GitHub (π¨βπ» 5 Β· π 20 Β· π 10 - 60% open Β· β±οΈ 10.06.2026)
- GitHub (π¨βπ» 5 Β· π 28 Β· π¦ 3 Β· π 2 - 50% open Β· β±οΈ 08.09.2026)
- GitHub (π¨βπ» 5 Β· π 27 Β· π 7 - 14% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 5 Β· π 22 Β· π₯ 170 Β· π¦ 6 Β· β±οΈ 28.05.2026)
- GitHub (π¨βπ» 5 Β· π 100 Β· π 23 - 39% open Β· β±οΈ 14.01.2026)
- GitHub (π¨βπ» 8 Β· π 48 Β· π 16 - 18% open Β· β±οΈ 07.07.2026)
- GitHub (π¨βπ» 4 Β· π 17 Β· π₯ 190 Β· π 7 - 42% open Β· β±οΈ 19.09.2026)
- GitHub (π¨βπ» 7 Β· π 26 Β· β±οΈ 23.09.2026)
- GitHub (π¨βπ» 6 Β· π 25 Β· π 8 - 25% open Β· β±οΈ 11.09.2026)
- GitHub (π¨βπ» 7 Β· π 32 Β· π 8 - 12% open Β· β±οΈ 19.03.2026)
- GitHub (π¨βπ» 4 Β· π 12 Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 4 Β· π 29 Β· β±οΈ 28.07.2026)
- GitHub (π¨βπ» 10 Β· π 21 Β· π 4 - 75% open Β· β±οΈ 16.06.2026)
- GitHub (π¨βπ» 3 Β· π 18 Β· β±οΈ 12.09.2025)
- GitHub (π¨βπ» 2 Β· π 16 Β· π¦ 3 Β· β±οΈ 09.02.2026)
- jae-jae/g-search-mcp (π₯9 Β· β 270 Β· π) - A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously. MIT
- erithwik/mcp-hn (π₯9 Β· β 76 Β· π) - An MCP server to search Hacker News, get top stories, and more. MIT
- zhsama/duckduckgo-mcp-server (π₯6 Β· β 87 Β· π) - This is a TypeScript-based MCP server that provides DuckDuckGo search functionality. MIT
- leehanchung/bing-search-mcp (π₯6 Β· β 80 Β· π) - Web search capabilities using Microsoft Bing Search API. MIT
Security
MCP servers for security analysis and vulnerability scanning
- GitHub (π¨βπ» 83 Β· π 1.4K Β· π¦ 2 Β· π 260 - 13% open Β· β±οΈ 26.09.2026)
- GitHub (π¨βπ» 38 Β· π 110 Β· π₯ 240K Β· π¦ 2 Β· π 240 - 33% open Β· β±οΈ 23.09.2026)
- GitHub (π¨βπ» 12 Β· π 56 Β· π¦ 29 Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 7 Β· π 260 Β· π₯ 84K Β· π 61 - 9% open Β· β±οΈ 23.09.2026)
- GitHub (π¨βπ» 21 Β· π 210 Β· π 42 - 4% open Β· β±οΈ 25.09.2026)
- GitHub (π¨βπ» 13 Β· π 70 Β· π₯ 12K Β· π 35 - 22% open Β· β±οΈ 02.08.2026)
- GitHub (π¨βπ» 13 Β· π 39 Β· π₯ 2K Β· π 24 - 37% open Β· β±οΈ 27.09.2026)
- GitHub (π 61 Β· π₯ 2.6K Β· π 20 - 20% open Β· β±οΈ 08.12.2025)
- GitHub (π¨βπ» 6 Β· π 27 Β· π¦ 5 Β· β±οΈ 08.09.2026)
- GitHub (π¨βπ» 19 Β· π 58 Β· π 29 - 41% open Β· β±οΈ 28.10.2025)
- GitHub (π¨βπ» 4 Β· π 67 Β· π₯ 2.3K Β· π 5 - 80% open Β· β±οΈ 02.07.2026)
- GitHub (π¨βπ» 8 Β· π 87 Β· π 43 - 55% open Β· β±οΈ 05.04.2026)
- GitHub (π¨βπ» 2 Β· π 22 Β· π₯ 2K Β· π 5 - 20% open Β· β±οΈ 06.09.2026)
- GitHub (π¨βπ» 8 Β· π 23 Β· π¦ 5 Β· π 2 - 50% open Β· β±οΈ 08.09.2026)
- GitHub (π¨βπ» 6 Β· π 37 Β· π¦ 3 Β· π 4 - 75% open Β· β±οΈ 27.01.2026)
- GitHub (π¨βπ» 5 Β· π 35 Β· β±οΈ 17.09.2025)
- LaurieWired/GhidraMCP (π₯19 Β· β 10K Β· π) - A Model Context Protocol server for Ghidra that enables LLMs to autonomously reverse engineer applications. Provides.. Apache-2
- roadwy/cve-search_mcp (π₯5 Β· β 110 Β· π) - A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to.. MIT
Social Media
Integration with social media platforms to allow posting, analytics, and interaction management
- GitHub (π¨βπ» 2 Β· π 100 Β· π₯ 2.8K Β· π 11 - 63% open Β· β±οΈ 04.08.2026)
- GitHub (π¨βπ» 3 Β· π 78 Β· β±οΈ 23.04.2026)
Sports
MCP servers for sports data and analytics
- GitHub (π¨βπ» 22 Β· π 91 Β· π 17 - 47% open Β· β±οΈ 13.06.2026)
Support & Service Management
MCP servers for support & service management
- GitHub (π¨βπ» 180 Β· π 1.3K Β· π¦ 13 Β· π 580 - 27% open Β· β±οΈ 19.09.2026)
- GitHub (π¨βπ» 8 Β· π 25 Β· π₯ 620 Β· π 14 - 21% open Β· β±οΈ 18.04.2026)
Text-to-Speech
MCP servers for text-to-speech
- GitHub (π¨βπ» 26 Β· π 190 Β· π 130 - 21% open Β· β±οΈ 15.09.2026)
- GitHub (π¨βπ» 3 Β· π 18 Β· β±οΈ 12.09.2025)
Translation Services
MCP servers for translation services
- GitHub (π¨βπ» 4 Β· π 21 Β· π 4 - 25% open Β· β±οΈ 24.09.2026)
Travel & Transportation
MCP servers for travel services and transportation
- GitHub (π¨βπ» 5 Β· π 130 Β· π₯ 1.7K Β· π 33 - 45% open Β· β±οΈ 06.08.2026)
- GitHub (π¨βπ» 6 Β· π 21 Β· β±οΈ 15.08.2026)
Version Control
MCP servers for version control
- GitHub (π¨βπ» 170 Β· π 4.9K Β· π₯ 1M Β· π 1.1K - 15% open Β· β±οΈ 16.09.2026)
- GitHub (π¨βπ» 17 Β· π 130 Β· π 75 - 14% open Β· β±οΈ 27.09.2026)
- GitHub (π¨βπ» 10 Β· π 31 Β· π 8 - 37% open Β· β±οΈ 28.09.2026)
Workplace & Productivity
MCP servers for workplace & productivity
- GitHub (π¨βπ» 180 Β· π 1K Β· π₯ 7.9K Β· π 410 - 21% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 5 Β· π 22 Β· π₯ 1.5K Β· π 40 - 2% open Β· β±οΈ 28.06.2026)
- GitHub (π¨βπ» 3 Β· π 11 Β· β±οΈ 18.08.2026)
- MarkusPfundstein/mcp-gsuite (π₯11 Β· β 490 Β· π) - Integration with gmail and Google Calendar. MIT
Other Tools and Integrations
MCP servers for other tools and integrations
- GitHub (π¨βπ» 320 Β· π 2.4K Β· π¦ 21K Β· π 2K - 16% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 170 Β· π 2.2K Β· π₯ 1.5K Β· π¦ 8 Β· π 2.3K - 0% open Β· β±οΈ 30.09.2026)
- GitHub (π¨βπ» 49 Β· π 290 Β· π₯ 10K Β· π¦ 12 Β· π 580 - 28% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 1.1K Β· π 12K Β· π 1.3K - 18% open Β· β±οΈ 22.09.2026)
- GitHub (π¨βπ» 98 Β· π 310 Β· π¦ 2.5K Β· π 150 - 1% open Β· β±οΈ 26.09.2026)
- GitHub (π¨βπ» 31 Β· π 55 Β· π₯ 2.7K Β· π 680 - 8% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 22 Β· π 310 Β· π 91 - 21% open Β· β±οΈ 30.07.2026)
- GitHub (π¨βπ» 40 Β· π 560 Β· π 61 - 54% open Β· β±οΈ 01.06.2026)
- GitHub (π¨βπ» 70 Β· π 350 Β· π₯ 14K Β· π 410 - 0% open Β· β±οΈ 21.01.2026)
- GitHub (π¨βπ» 5 Β· π 180 Β· π¦ 1 Β· π 32 - 21% open Β· β±οΈ 26.08.2026)
- GitHub (π¨βπ» 12 Β· π 170 Β· π¦ 10 Β· π 33 - 12% open Β· β±οΈ 12.07.2026)
- GitHub (π¨βπ» 8 Β· π 360 Β· π 14 - 7% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 6 Β· π 140 Β· π 47 - 10% open Β· β±οΈ 20.09.2026)
- GitHub (π¨βπ» 12 Β· π 36 Β· β±οΈ 29.08.2026)
- GitHub (π¨βπ» 12 Β· π 67 Β· π 18 - 5% open Β· β±οΈ 20.08.2026)
- GitHub (π¨βπ» 20 Β· π 490 Β· π 82 - 81% open Β· β±οΈ 31.08.2026)
- GitHub (π¨βπ» 5 Β· π 27 Β· π₯ 300 Β· π 22 - 13% open Β· β±οΈ 26.02.2026)
- GitHub (π¨βπ» 25 Β· π 150 Β· π 14 - 50% open Β· β±οΈ 29.09.2026)
- GitHub (π¨βπ» 6 Β· π 40 Β· π¦ 110 Β· π 17 - 41% open Β· β±οΈ 08.06.2026)
- GitHub (π¨βπ» 5 Β· π 31 Β· π 17 - 41% open Β· β±οΈ 09.09.2025)
- GitHub (π¨βπ» 3 Β· π 56 Β· π 17 - 82% open Β· β±οΈ 25.01.2026)
- GitHub (π¨βπ» 12 Β· π 62 Β· π 26 - 19% open Β· β±οΈ 23.04.2026)
- GitHub (π¨βπ» 8 Β· π 19 Β· π¦ 3 Β· β±οΈ 05.09.2026)
- GitHub (π¨βπ» 6 Β· π 14 Β· π 19 - 47% open Β· β±οΈ 17.01.2026)
- GitHub (π¨βπ» 2 Β· π 28 Β· π₯ 250 Β· β±οΈ 19.08.2026)
- GitHub (π 17 Β· β±οΈ 06.03.2026)
- GitHub (π¨βπ» 7 Β· π 22 Β· β±οΈ 10.08.2026)
- GitHub (π¨βπ» 5 Β· π 43 Β· π 3 - 33% open Β· β±οΈ 10.06.2026)
- GitHub (π 27 Β· π 5 - 80% open Β· β±οΈ 08.08.2026)
- GitHub (π¨βπ» 5 Β· π 19 Β· π 3 - 66% open Β· β±οΈ 18.04.2026)
- GitHub (π¨βπ» 2 Β· π 14 Β· β±οΈ 07.03.2026)
- blurrah/mcp-graphql (π₯13 Β· β 410 Β· π) - Allows the AI to query GraphQL servers. MIT
- evalstate/mcp-hfspace (π₯12 Β· β 390 Β· π) - Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports.. MIT
- pyroprompts/any-chat-completions-mcp (π₯10 Β· β 160 Β· π) - Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more. MIT
- AbdelStark/bitcoin-mcp (π₯8 Β· β 77 Β· π) - A Model Context Protocol (MCP) server that enables AI models to interact with Bitcoin, allowing them to generate keys,.. MIT
- SecretiveShell/MCP-wolfram-alpha (π₯7 Β· β 75 Β· π) - An MCP server for querying wolfram alpha API. MIT
- isaacwasserman/mcp-vegalite-server (π₯6 Β· β 100 Β· π) - Generate visualizations from fetched data using the VegaLite format and renderer. βUnlicensed
- hiromitsusasaki/raindrop-io-mcp-server (π₯6 Β· β 74 Β· π) - An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP). βUnlicensed
Related Resources
- Awesome MCP Servers: A curated list of awesome Model Context Protocol (MCP) servers.
- Awesome MCP Clients: A curated list of awesome Model Context Protocol (MCP) clients.
- Best-of lists: Discover other best-of lists with awesome open-source projects on all kinds of topics.
Contribution
Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways:
- Open an issue by selecting one of the provided categories from the issue page and fill in the requested information.
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