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  • A
    license
    A
    quality
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    maintenance
    Analyzes codebases to generate dependency graphs and architectural insights across multiple programming languages, helping developers understand code structure and validate against architectural rules.
    6
    27 npm
    20
    MIT
  • F
    license
    A
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    maintenance
    The server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.
    4
    27
    -
  • A
    license
    C
    quality
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    maintenance
    A server that converts Allure test reports into LLM-friendly formats, enabling AI models to better analyze test results and provide insights about test failures and potential fixes.
    1
    12
    Apache 2.0
  • A
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    Not graded
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    maintenance
    An AI Context Engineer that transforms vague queries into structured context packages for LLMs by extracting code, mapping relationships, and providing insights.
    8 npm
    2
    MIT
  • A
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    quality
    D
    maintenance
    Analyzes frontend project code (React, Vue, Angular) and converts it into AI-understandable flow diagrams and object structures. Provides tools for code analysis, variable/function/component inspection, and project structure insights.
    7 npm
    MIT
  • A
    license
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    quality
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    maintenance
    A server component of the Model Context Protocol that provides intelligent analysis of codebases using vector search and machine learning to understand code patterns, architectural decisions, and documentation.
    12
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides semantic code search and code insights via a knowledge graph, enabling AI to understand, navigate, and modify complex projects with deep dependency and architecture analysis.
    MIT
  • F
    license
    Not graded
    quality
    A
    maintenance
    Exposes CodeScene's Code Health analysis as local AI-friendly tools, enabling AI assistants to provide insights on code quality, maintainability, and technical debt directly from the codebase.
    71
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  • A
    license
    Not graded
    quality
    B
    maintenance
    Provides Claude with persistent, semantic knowledge of a codebase across sessions by maintaining a local knowledge base of structural maps, compressed file summaries, and insights.
    7 npm
    1
    MIT
  • A
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    Not graded
    quality
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    maintenance
    Synapse indexes C# codebases into a FalkorDB-backed graph to provide deep structural insights including inheritance, interface implementations, and call chains. It enables AI assistants to query code architecture and navigate symbol relationships using an LSP-powered MCP server.
    1
    MIT
  • A
    license
    Not graded
    quality
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    maintenance
    Provides fast C++ code intelligence for LLMs by combining Tree-sitter parsing with clangd LSP for efficient symbol lookup, navigation, and hierarchy analysis. It optionally integrates Google Gemini AI to deliver deeper architectural insights and automated documentation summaries.
    24
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server that analyzes codebases to provide dependency graphs, impact analysis, and file insights across 15+ programming languages, enabling AI assistants to understand project structure and navigate code efficiently.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Indexes commit history to create a queryable expert, providing insights into code evolution, developer intent, and hidden patterns beyond static code analysis.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides AI agents with language-aware code analysis through the Language Server Protocol, enabling tasks like getting code insights and diagnostics.
    2 npm
    192
    MIT