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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.

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12,331 servers. Last updated 2025-12-09 09:54

Matching MCP tools:

Matching MCP servers:

  • Context Engineering MCP

    devsully
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    A platform that transforms AI development with intelligent context management, optimization, and prompt engineering, enabling developers to enhance model performance through structured context management and optimization tools.
    Last updated 4 months ago
    MIT License

  • Memory Engineering MCP

    romiluz13
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    security
    A
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    Provides persistent memory and semantic code understanding for AI assistants using MongoDB Atlas Vector Search. Enables intelligent code search, memory management, and pattern detection across codebases with complete semantic context preservation.
    Last updated 3 months ago
    10
    11
    MIT License

  • ida-mcp-server

    MxIris-Reverse-Engineering
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    security
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    license
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    A Model Context Protocol server for IDA interaction and automation. This server provides tools to read IDA database via Large Language Models.
    Last updated 6 months ago
    19
    496
    MIT License
    • Apple

  • Context Engineering MCP

    ShunsukeHayashi
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    security
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    A development platform that helps AI developers optimize prompts through intelligent context management, providing tools for analysis, optimization, and template management to reduce costs and improve AI response quality.
    Last updated 4 months ago
    25
    MIT License

  • Academic Author Network MCP

    alperenkocyigit
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    security
    F
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    quality
    Enables analysis of academic author networks and research collaborations by retrieving co-authors and research keywords from sources like Semantic Scholar, OpenAlex, Crossref, and Google Scholar.
    Last updated 20 days ago
    1

  • RISEN Prompt Engineering MCP

    Futuretechaiguy
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    security
    A
    license
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    A Model Context Protocol server that helps users create, validate, manage, and optimize prompts using the RISEN framework (Role, Instructions, Steps, Expectations, Narrowing).
    Last updated 4 months ago
    MIT License
    • Apple
    • Linux

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