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semantic-code-intelligence

semantic-code-intelligence

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    • F
      license
      Not graded
      quality
      D
      maintenance
      Enables AI agents and IDEs to ingest and search code repositories using hybrid retrieval (dense + sparse) with exact line-level citations for precise code analysis.
      1
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    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables coding agents to search local repositories through hybrid keyword and embedding retrieval, read matched chunks, and list indexed repos via MCP, without API keys or cloud services.
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables token-bounded, read-only hybrid code search across local repositories by fusing literal matches with AST symbol relations to return high-signal snippets, line ranges, and call metadata.
      1
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables agents to perform local hybrid code search and code intelligence across a workspace, including semantic and full-text search, symbol lookup, file outlines, and caller analysis.
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables coding agents to search a locally indexed codebase with hybrid dense, lexical, and symbol-graph retrieval, returning ranked passages with exact file:line-line citations plus graph context and index status. It keeps its index in sync via a file watcher and runs as a local sidecar with no hosted service to deploy.
      35 PyPI
      1
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    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables coding agents to search a project's code and receive the most relevant source excerpts with exact line numbers, so agents spend fewer tokens, tool calls and rounds locating the code behind a question. Search runs locally, with only the question and selected snippets sent to a relevance ranking service.
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    TDQS

    B3.4/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: indexing, hybrid search, dependency/call-graph retrieval, and bounded file reading. Although search and read_file both return code, their boundaries are clear from descriptions (retrieval vs direct file access).

    Naming Consistency4/5

    All tools share the consistent code_intel_ prefix, which provides a predictable namespace. However, suffixes mix verb forms (search, index) and noun forms (symbol_graph), so the pattern is mostly but not perfectly consistent.

    Tool Count5/5

    Four tools is well-scoped for a code intelligence server, covering the essential operations of indexing, searching, graph exploration, and reading without redundancy or bloat.

    Completeness4/5

    The core lifecycle (index → search → explore graph → read file) is covered, but missing operations such as listing indexed repositories, retrieving symbol definitions, or index management could create minor dead ends for some agent workflows.

    Maintenance

    ActivitySlowing
    ResponsivenessSyncing