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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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12,013 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • 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

  • DocsFetcher MCP Server

    cdugo
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    security
    A
    license
    A
    quality
    Fetches and extracts comprehensive package documentation from multiple programming language ecosystems (JavaScript, Python, Java, etc.) for LLMs like Claude without requiring API keys.
    Last updated -
    4
    19
    15
    MIT License
    • 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

  • Java Testing Agent

    ALGeek01
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    security
    F
    license
    -
    quality
    Automates Java Maven testing workflows with decision table-based test generation, security vulnerability scanning, JaCoCo coverage analysis, and Git automation.
    Last updated -
    • Apple
    • Linux

  • MCP Java Testing Agent

    amyfan7
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    security
    F
    license
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    quality
    Automates Java/Maven test generation, JaCoCo coverage analysis, and Checkstyle checking through MCP tools. Enables iterative improvement of test coverage and code style until quality goals are met.
    Last updated -

  • 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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