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"Understanding File Structures" matching MCP servers:

  • SRC (Structured Repo Context)

    kvnpetit
    A
    license
    A
    quality
    C
    maintenance
    An MCP server and CLI tool that transforms codebases into AI-ready context through semantic search, call graph analysis, and incremental indexing. It enables AI assistants to perform hybrid vector and keyword searches to understand complex repository structures and cross-file relationships.
    Last updated
    5
    45
    1
    MIT

  • Scantool - File Scanner MCP

    mariusei
    A
    license
    A
    quality
    B
    maintenance
    Analyzes source code structure across multiple languages using tree-sitter, extracting classes, functions, methods, and metadata with precise line numbers for efficient codebase exploration and AI-assisted development.
    Last updated
    8
    3
    MIT

  • DirForge

    Dissimilis
    A
    license
    A
    quality
    A
    maintenance
    DirForge is a lightweight, self-hosted file tree browser with integrated MCP that lets you share directory structures with anyone. It packs various MCP tools for browsing and analyzing files and directories.
    Last updated
    21
    4
    MIT

  • schema-engram-mcp

    wabox32
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that provides persistent memory for database schemas by storing table structures and metadata in a local SQLite file. It enables LLMs to save, retrieve, and manage database snapshots to maintain a structured understanding of database architectures.
    Last updated
    5
    MIT

  • Huoshui File Search

    huoshuiai42
    A
    license
    B
    quality
    D
    maintenance
    Enables fast file search on macOS using the native mdfind (Spotlight) command, with support for filtering, regex, sorting, and limiting results.
    Last updated
    1
    MIT

  • file-mcp

    yun-wulian
    F
    license
    B
    quality
    C
    maintenance
    Windows-first MCP server for deterministic file writes with atomic create, replace, and structured edit operations, preserving encoding and newline styles.
    Last updated
    10
    1

  • CodeFlow MCP Server

    mrorigo
    F
    license
    C
    quality
    D
    maintenance
    Enables AI assistants to analyze codebases through semantic search, call graph generation, and function metadata extraction. Provides real-time code analysis with persistent vector storage for understanding complex code structures and relationships.
    Last updated
    13
    5

  • ai-image-gpt-mcp

    andyluu98
    F
    license
    A
    quality
    C
    maintenance
    Standalone MCP server and CLI for generating images via ChatGPT backend, with reliable exact file paths and multi-account login support.
    Last updated
    2
    1

  • repowise

    repowise-dev
    A
    license
    A
    quality
    A
    maintenance
    Provides AI coding agents with five intelligence layers (dependency graph, git history, documentation, architectural decisions, code health) via nine MCP tools, enabling deep codebase understanding and reducing exploration cost.
    Last updated
    2
    11
    4,619
    AGPL 3.0

  • vk-ads-mcp

    Qusto
    A
    license
    A
    quality
    B
    maintenance
    Read-only MCP server for analyzing VK Ads campaigns, listing ad structures, retrieving statistics, and generating optimization recommendations.
    Last updated
    8
    1
    MIT

  • Notmuch

    hgn
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that exposes a local notmuch email database to an LLM client such as Claude. It is read-first: searching, reading, and understanding mail is always available; writing anything (drafts, tags, exported files) requires an explicit opt-in flag and is confined to clearly bounded locations.
    Last updated
    13
    MIT