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Ajay66-sketch

ProductPilot MCP

by Ajay66-sketch
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Python
Hybrid

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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

    A3.6/5.0

    Scored across 26 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes, especially the generate_* family distinguished by product type or asset type. However, research_market overlaps conceptually with the more specific research tools, potentially causing confusion about which to use for a given research need.

    Naming Consistency5/5

    All tool names follow a consistent snake_case verb_noun pattern (research_market, generate_ebook, track_product_performance). The pattern is predictable and aids agent understanding.

    Tool Count4/5

    26 tools is slightly above the 'heavy' range but the broad end-to-end domain (research, ideation, generation, listing, tracking) justifies the count. Each tool serves a specific step, though a few could be consolidated.

    Completeness3/5

    The pipeline is comprehensive from research to launch to tracking, but there is no tool to list or retrieve a single generated product's details. record_sale and track_product_performance require product IDs, yet no get/list tool exists, leaving a notable gap.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources