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proofmill

proofmill

by heavnzor
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Python
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    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 5 tools

    Disambiguation5/5

    Each tool targets a distinct stage in the proofmill workflow: profiling, recipe schema creation, validation, comparison execution, and receipt explanation. There is no meaningful overlap between their responsibilities.

    Naming Consistency4/5

    All tools share the proofmill_ prefix and use lowercase snake_case, which is predictable. Four names are verb-led, while recipe_schema is noun-led, a minor deviation from the otherwise consistent pattern.

    Tool Count5/5

    Five tools is well-scoped for a focused data profiling and comparison pipeline. Each tool earns its place and corresponds to a clear phase in the workflow.

    Completeness4/5

    The core lifecycle is covered: profile, schema, validate, execute, and explain. A minor gap is the lack of a tool for listing saved receipts or inspecting broader comparison outputs beyond tracing a single business key.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources