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rohanvinaik

ModelAtlas

by rohanvinaik
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Python
Local

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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

    A4.2/5.0

    Scored across 10 tools

    Disambiguation5/5

    Every tool has a clearly distinct purpose: core recommendation, HF search, detail, comparison, index building, status, generic search, vibe setting, source listing, and enrichment progress. No two tools overlap in function.

    Naming Consistency5/5

    Tools follow a consistent verb_noun pattern with clear prefixes ('hf_' for HuggingFace, 'search_', 'set_', 'list_', 'navigate_'). The naming is predictable and descriptive.

    Tool Count5/5

    With 10 tools, the server is well-scoped. Each tool earns its place, covering discovery, retrieval, comparison, management, and enrichment without unnecessary bloat.

    Completeness5/5

    The tool surface is complete for the server's purpose: navigating models (core recommendation), searching across sources, fetching details, comparing, building indexes, and adding metadata. No obvious gaps.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources