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Local-first MCP server that indexes a codebase into SQLite once and then lets AI agents search it instantly — offline, private, and with zero dependencies via literal substring search, incremental indexing, per-language stats, and root listing.

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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A4/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool has a clear, distinct purpose: search for content, index for building, stats for metrics, and roots for listing indexed directories. No overlap or ambiguity exists.

    Naming Consistency5/5

    All tool names are single, lowercase words (search, index, stats, roots) with a consistent style. They are short, memorable, and follow a predictable pattern.

    Tool Count5/5

    The server has exactly 4 tools, which is well within the ideal 3–15 range. Each tool is essential and earns its place for the server's indexing-and-search purpose.

    Completeness5/5

    The tool surface covers the full lifecycle: indexing a directory, searching it, getting statistics, and listing all indexed roots. There are no obvious dead ends or missing core operations.

    Maintenance

    ActivityMaintained
    ResponsivenessUnresponsive

    Resources