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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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12,355 servers. Last updated 2025-12-10 01:46

Matching MCP tools:

Matching MCP servers:

  • Java Class Analyzer MCP Server

    handsomestWei
    A
    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 months ago
    3
    23
    9
    Apache 2.0

  • Azure Java SDK MCP Server

    weidongxu-microsoft
    A
    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 6 months ago
    1
    1
    MIT License

  • JVM MCP Server

    xzq-xu
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    security
    A
    license
    A
    quality
    A JVM monitoring and control platform server based on Arthas that provides a Python interface for monitoring and analyzing Java processes with capabilities for thread analysis, memory monitoring, and performance diagnostics.
    Last updated a month ago
    15
    74
    MIT License
    • Linux
    • Apple

  • ACP-MCP-Server

    GongRzhe
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    security
    A
    license
    A
    quality
    A bridge server that connects Agent Communication Protocol (ACP) agents with Model Context Protocol (MCP) clients, enabling seamless integration between ACP-based AI agents and MCP-compatible tools like Claude Desktop.
    Last updated 6 months ago
    16
    12
    MIT License

  • jons-mcp-java

    jonmmease
    -
    security
    F
    license
    -
    quality
    Provides Java development capabilities through Eclipse JDT.LS, enabling symbol navigation, code diagnostics, workspace searching, and Javadoc access across Java projects.
    Last updated a day ago

  • MCP Server Demo

    ranjaka
    A
    security
    -
    license
    A
    quality
    A Model Context Protocol server that provides tools and resources for Java CI/CD workflows and GitLab CI template management.
    Last updated 4 months ago
    1

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