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Popular MCP Servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

17,142 servers. Last updated 2026-02-09 04:47
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Popular MCP servers

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    Enables extraction of content from various web sources including webpages, YouTube transcripts, tweet threads, PDF files, and public Google Docs. It provides specialized tools to convert internet resources into markdown or text for model consumption.
    Last updated 7 months ago
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    MIT
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    Exposes Kunobi's application data and store querying capabilities to AI assistants by bridging stdio to Kunobi's local HTTP MCP endpoint. It features dynamic tool discovery and automatic reconnection to ensure tools like query_store and app_info are always available when Kunobi is running.
    Last updated 19 hours ago
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    Apache 2.0
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    An adversarial code verification system that uses a Verifier-Critic debate loop to systematically uncover security, correctness, and performance issues. It implements the Socratic method to provide deep semantic analysis and dialectical reasoning beyond traditional static linting.
    Last updated 11 days ago
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    MIT
    • Apple
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    Enables management and provisioning of AWS resources like EC2, S3, and RDS using natural language prompts through the Model Context Protocol. It allows users to automate complex infrastructure tasks, such as setting up VPCs and security groups, via a chat interface.
    Last updated 8 months ago
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    MIT
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    Enables agents to quickly find and edit code in a codebase with surgical precision. Find symbols, edit them everywhere with tools for reading code blocks, searching/replacing text, and making precise line-based modifications.
    Last updated 3 months ago
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    MIT
    • Linux
    • Apple

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