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  • A
    license
    Not graded
    quality
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    maintenance
    Enables evidence-grounded implementation research by searching GitHub, scoring candidate repositories, extracting source evidence, and generating planning artifacts like research and implementation checklists.
    1
    MIT
  • F
    license
    B
    quality
    D
    maintenance
    A stdio MCP server that queries Commonware blockchain research via NotebookLM, enabling users to ask research questions, get code-backed implementation suggestions, search reference repositories, and validate documents against source code.
    15
    1
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  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables MCP clients to drive the complete mobile security toolkit—static/dynamic analysis, Frida hooks, runtime exploration, traffic interception, network setup, and IoT scans—through engine-exposed tools.
    1
    GPL 3.0
  • A
    license
    A
    quality
    B
    maintenance
    A local MCP server that indexes a repository into line-range chunks and serves compact evidence packets to cut token usage when exploring or debugging code.
    4
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    MCP server for exploring 4.2 BSD historical UNIX documentation, source code, and system calls. It provides tools to search and read prose manuals, man pages, source files, and the syscall table.
    13
    Creative Commons Zero v1.0 Universal
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI-assisted FlutterFlow development by reading, exploring, and understanding FlutterFlow projects through Claude and other MCP-compatible clients.
    25
    140 npm
    9
    MIT
  • F
    license
    A
    quality
    A
    maintenance
    A token-efficient MCP server for exploring GitHub repositories using tree-sitter AST parsing to extract symbol signatures and summaries. It enables users to search and retrieve specific code components while significantly reducing token consumption compared to raw file dumps.
    7
    18,732 PyPI
    2,762
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  • F
    license
    A
    quality
    D
    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
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  • A
    license
    B
    quality
    D
    maintenance
    A code review tool server based on Model Context Protocol (MCP), providing multi-dimensional code review and scoring functions.
    4
    2
    Apache 2.0
  • A
    license
    C
    quality
    B
    maintenance
    Enables exploring a C++17 coroutine and device-domain call graph through MCP tools, providing symbol search, caller/callee queries, and neighborhood exploration of coroutine-aware codebases.
    11
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants and automation to inspect, compare, and manage FileMaker schema artifacts via MCP, including exploring objects, tracing references, generating diffs between versions, and automating schema tasks through jobs.
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Model Context Protocol server for security research automation, integrating multiple security testing tools into LLM-driven workflows for secret scanning, static analysis, and vulnerability discovery.
    56
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Generates a comprehensive context map of your codebase to reduce token usage for AI coding assistants. Provides 12 MCP tools for exploring project structure, dependencies, and generating wiki knowledge bases.
    335 npm
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    CodeNav MCP is a remote Model Context Protocol server for exploring a codebase, exposing tools to list files, read source, search text, inspect imports/exports, find functions/classes, detect unused code, and summarize project structure.
    4
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