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Precision PDF MCP Server

by zuan412
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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

    B3.1/5.0

    Scored across 6 tools

    Disambiguation2/5

    Three of the six tools (hpe_inspect_geometry, hpe_snap_fill, hpe_render_verify) are explicit backward-compatibility aliases that duplicate hpe_inspect_virtual_grid, hpe_fill_slots, and hpe_render_clean_verify respectively. An agent faces real ambiguity about which name to call, even though the descriptions confess the aliasing. Only three genuinely distinct purposes exist.

    Naming Consistency5/5

    Every tool uses the same hpe_ prefix and snake_case verb_noun convention (render_clean_verify, inspect_virtual_grid, fill_slots, inspect_geometry, snap_fill, render_verify). The pattern is predictable throughout with no style mixing.

    Tool Count3/5

    Six tools nominally sits in a healthy range, but half are redundant aliases, leaving an effective surface of only three distinct operations. That makes the set feel thin for the scope despite the raw count looking fine.

    Completeness4/5

    The core lifecycle is covered: inspect the virtual grid to find slots, fill slots with answers, and render a clean page for visual QA. Minor gaps exist (no PDF text extraction or batch/multi-page handling), but the primary workflow has no dead ends.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources