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Alternatives to XRAY MCP

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    Related Servers

    • A
      license
      Not graded
      quality
      C
      maintenance
      Provides a semantic understanding of your codebase by parsing with tree-sitter and building a graph of symbols and dependencies. Enables AI assistants to navigate code, analyze changes, and discover architecture using 18 tools with minimal context overhead.
      18 npm
      1
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables LLM agents to efficiently understand and navigate a codebase by providing semantic search over symbols and a reference graph, replacing expensive grep/glob calls with structured tools like definition lookup, caller/callee queries, and change-impact analysis.
      3
      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
    • A
      license
      Not graded
      quality
      B
      maintenance
      Provides AI coding assistants with deep, semantic understanding of local codebases via AST-aware chunking, cross-repo symbol graphs, and architectural memory, enabling context-aware code search and dependency tracing.
      11
      MIT

    TDQS

    A4.5/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool has a distinct, non-overlapping purpose in the code exploration workflow: explore_repo maps structure, find_symbol locates specific symbols, read_interface provides file overviews, and what_breaks analyzes dependencies. The tools are clearly sequenced and complementary, with no ambiguity in their roles.

    Naming Consistency4/5

    Three tools use snake_case with descriptive verbs (explore_repo, find_symbol, read_interface), while what_breaks uses snake_case but with a less conventional verb phrase. The naming is mostly consistent and readable, with only minor deviation in style for what_breaks.

    Tool Count5/5

    Four tools is well-scoped for a code exploration server, covering the essential workflow from mapping structure to analyzing impacts. Each tool earns its place without redundancy, and the count aligns with the progressive discovery approach described.

    Completeness5/5

    The tool set provides complete coverage for codebase exploration: explore_repo for initial mapping, find_symbol for searching, read_interface for understanding files, and what_breaks for impact analysis. There are no obvious gaps, and the tools support a full workflow from discovery to dependency checking.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues