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  • Java Class Analyzer MCP Server

    handsomestWei
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    license
    B
    quality
    D
    maintenance
    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
    24
    41
    Apache 2.0

  • dep-diff-mcp

    DigiCatalyst-Systems
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    license
    A
    quality
    C
    maintenance
    Translates a lockfile diff into a human-readable upgrade plan. For every dependency bump (npm or PyPI) returns semver class, breaking changes from GitHub release notes, CVEs fixed in the range, migration guide links, and a clear per-package recommendation. Bulk tool ranks up to 50 package changes in parallel by risk (security > caution > review > likely-safe > safe).
    Last updated
    2
    79
    2
    MIT

  • bc-source-mcp

    glachana
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    license
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    quality
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    maintenance
    Exposes structured Microsoft Dynamics 365 Business Central source code (versions 23-29, 47 localizations) to AI agents via MCP, enabling fast lookups, searches, and code analysis.
    Last updated
    14
    13
    MIT

  • freqtrade-mcp

    yalcin
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    license
    A
    quality
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    maintenance
    A read-only MCP server that provides LLMs with introspection data and documentation for the Freqtrade codebase. It enables AI tools to access class signatures, method details, and configuration schemas to assist in writing more reliable trading strategies.
    Last updated
    13
    14
    GPL 3.0

  • Grafyx

    bilal07karadeniz
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    license
    A
    quality
    A
    maintenance
    Enables AI coding assistants to understand codebase architecture in real time by parsing source code into a relationship graph and exposing call chains, dependencies, class hierarchies, and conventions via MCP tools.
    Last updated
    6
    14
    4
    MIT

  • code-index

    RaviIITk
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    license
    A
    quality
    C
    maintenance
    Provides structural, queryable understanding of a Python codebase via MCP tools, enabling direct lookups for callers, dependencies, and class hierarchies without repeated grep/read cycles.
    Last updated
    6
    Apache 2.0

  • re-il2cpp

    Heretek-RE
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that recovers original C# class, method, field, and parameter names from Unity IL2CPP global-metadata.dat files to assist with reverse engineering Unity games.
    Last updated
    14
    MIT

  • vtkapi-mcp

    patrickoleary
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    license
    A
    quality
    D
    maintenance
    An MCP server that validates VTK Python code by checking class and method existence, import correctness, and provides structured error reporting to catch API hallucinations.
    Last updated
    18
    MIT