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Awesome MCP Servers

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

12,339 servers. Last updated 2025-12-09 19:01

Matching MCP tools:

Matching MCP servers:

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    Provides Python and FastAPI coding best practices with searchable guidelines, code review capabilities, and actionable improvement suggestions with examples across general coding, performance, and code quality categories.
    Last updated 8 days ago
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    A comprehensive Model Context Protocol server that enables AI assistants to search and retrieve content from Reddit, YouTube, and Twitter through simple API calls.
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    Trade Agent
    Last updated 2 months ago
    41
    Creative Commons Zero v1.0 Universal
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    A Multi-Agent Collaboration Protocol server that enables coordinated AI collaboration through task management, context sharing, and agent interaction visualization.
    Last updated 2 months ago
    1,057
    • Linux
    • Apple
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    A production-ready research agent that enables users to perform web searches via the Model Context Protocol (MCP) and a FastAPI client interface.
    Last updated 5 months ago
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    Archive Agent is an open-source semantic file tracker with OCR + AI search (RAG) and MCP capability.
    Last updated 7 days ago
    58
    GPL 3.0
    • Linux

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