Reverse engineer anything with agents, from app behavior down to native binaries.
Install
$
git clone https://github.com/tolkonepiu/best-of-mcp-serversInstall command taken from the project's README or registry entry. Always review code before running it.
README excerpt
Read full README on GitHub →best-of-mcp-servers
<strong>🏆 A ranked list of MCP servers. Updated weekly.</strong>
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This curated list contains 400 awesome MCP (Model Context Protocol) servers with a total of 1.4M 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!
🧙♂️ 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
- 🥇🥈🥉 Combined project-quality score
- ⭐️ Star count from GitHub
- 🐣 New project (less than 6 months old)
- 💤 Inactive project (6 months no activity)
- 💀 Dead project (12 months no activity)
- 📈📉 Project is trending up or down
- ➕ Project was recently added
- ❗️ Warning (e.g. missing/risky license)
- 👨💻 Contributors count from GitHub
- 🔀 Fork count from GitHub
- 📋 Issue count from GitHub
- ⏱️ Last update timestamp on package manager
- 📥 Download count from package manager
- 📦 Number of dependent projects
Aggregators
MCP servers for aggregators
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