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ribhav-jain

docsonar

by ribhav-jain
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Python

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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

    A4.7/5.0

    Scored across 8 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: status reporting, folder listing, searching, similarity lookup, file reading, folder removal/addition, and reindexing. No two tools overlap in a way that would confuse an agent.

    Naming Consistency4/5

    Most tools follow a snake_case verb_noun pattern (list_folders, add_folder, remove_folder, read_file), but a few deviate: 'search' and 'reindex' are single verbs, and 'find_similar' uses an adjective. The style is uniform and readable, but not perfectly consistent.

    Tool Count5/5

    Eight tools is ideal for this document indexing/search server. The count is neither too thin nor bloated, and each tool addresses a necessary part of the workflow.

    Completeness5/5

    The tool surface covers the full lifecycle: folder registration (add_folder, remove_folder), inventory (list_folders), index health (index_status, reindex), and content access (search, find_similar, read_file). No significant gaps exist for the stated purpose.

    Maintenance

    ActivityStale
    ResponsivenessNo issues

    Resources