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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.

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12,111 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • AWS Resources MCP Server

    baryhuang
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    security
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    license
    A
    quality
    A Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.
    Last updated -
    1
    22
    MIT License
    • Linux

  • language-server-mcp

    alexwohletz
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    security
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    license
    A
    quality
    TypeScript-based MCP server designed to enhance code editing experiences by providing features such as hover information, code completion, and diagnostics.
    Last updated -
    3
    25
    MIT License
    • Apple

  • MCP Language Server

    isaacphi
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    security
    A
    license
    -
    quality
    Runs a language server and provides tools for communicating with it. Language servers excel at tasks that LLMs often struggle with, such as precisely understanding types, understanding relationships, and providing accurate symbol references.
    Last updated -
    1,290
    BSD 3-Clause
    • Apple
    • Linux

  • Java Class Analyzer MCP Server

    handsomestWei
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    security
    A
    license
    A
    quality
    Enables AI tools to analyze Java dependencies by scanning Maven projects, decompiling JAR files, and extracting detailed class information including methods, fields, and inheritance relationships. Solves the problem of AI hallucinations when generating code that calls external dependencies by providing accurate class structures through decompilation.
    Last updated -
    3
    14
    9
    Apache 2.0

  • Azure Java SDK MCP Server

    weidongxu-microsoft
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    security
    A
    license
    A
    quality
    A Model Context Protocol server that provides Azure Java SDK documentation to AI assistants, allowing them to access readme files with introductions, key concepts, and code samples.
    Last updated -
    1
    1
    MIT License

  • VSCode Language Server MCP Extension

    aaddrick
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    security
    F
    license
    -
    quality
    Exposes VSCode's Language Server Protocol features through MCP, enabling AI assistants to perform language-aware operations like symbol navigation, reference tracking, safe renaming, type information retrieval, and hover documentation across codebases.
    Last updated -

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