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  • A
    license
    A
    quality
    A
    maintenance
    An MCP code-intelligence server for AI agents with pre-indexed AST cache, 62 MCP tools, and TOON-compressed output, enabling token-efficient code analysis and project health grading entirely locally.
    9
    48
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables LLM agents to navigate source code structurally via tree-sitter over MCP, offering outline-based reading, AST pattern search, workspace-scale symbol indexing, call graph analysis, and built-in security audit queries.
    15
    MIT
  • F
    license
    B
    quality
    C
    maintenance
    An MCP server that indexes source code into a local database and provides tools for querying code symbols, dependencies, and tree structure for JavaScript/TypeScript, Java, and Python.
    7
    -
  • F
    license
    B
    quality
    D
    maintenance
    A small MCP server that stores and retrieves compact decision-relevant state (goals, constraints, facts, decisions) outside the chat context, enabling easy retrieval for Claude Code or Codex.
    8
    -
  • A
    license
    B
    quality
    D
    maintenance
    Generates a JSON file tree from a specified directory's 'src' folder, adhering to '.gitignore' rules, allowing for quick project structure review in Claude.
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    A stateless MCP server for AI film and video production that tracks project state, shot status, and updates, enabling consistent characters and continuity across generative video tools.
    MIT
  • A
    license
    Not graded
    quality
    F
    maintenance
    Analyzes genealogy trees to detect errors, duplicates, and timeline inconsistencies while identifying missing source citations. It generates detailed audit reports and prioritized research leads to help users maintain accurate and well-documented family histories.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    CLI + SDK + MCP server for ZSpace (极空间) NAS — zero-config file management from the terminal or AI agents. No password, no SSH: reads the desktop client's login state. 12 MCP tools covering ls / find / tree / upload / download / rename / move / copy / remove.
    6
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables fast semantic code search and analysis across 15+ programming languages. Supports searching for functions and classes, tracing code usage, detecting syntax errors, and analyzing code quality and structure.
    34
    33
    GPL 3.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Tree-structured knowledge base as an MCP server, giving LLM sessions a persistent, editable knowledge tree with browsing, annotation, and context injection.
    Apache 2.0