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Open-Source MCP servers

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

12,270 servers. Last updated 2025-12-07 23:03

Matching MCP tools:

Matching MCP servers:

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    Persistent memory and pattern learning for AI coding assistants via MCP.
    Last updated 18 days ago
    186
    98
    MIT License
    • Apple
    • Linux
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    Enables comprehensive analysis of AWS Lambda performance including cold start tracking, memory utilization monitoring, cost analysis, and optimization recommendations. Provides real-time metrics, comparative analysis across multiple functions, and actionable insights to improve Lambda performance and reduce costs.
    Last updated 3 months ago
    8
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    All In One Model Context Protocol: qdrant, google suite (gmail, calendar, ...), jira, gitlab, CLI, ...
    Last updated 9 months ago
    95
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    A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.
    Last updated 3 months ago
    27
    463
    MIT License
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    An MCP-based trivia game server where AI creates rounds with two true statements and one false 'twist' about various topics, letting players guess which statement is false.
    Last updated 8 months ago
    5
    MIT License
    • Apple
    • Linux
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    MySQL MCP Performance Tuning Server - AI-powered MySQL performance tuning capabilities
    Last updated 7 days ago
    30
    Apache 2.0

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