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contact-dedupe

contact-dedupe

by skmalikllc
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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

    A3.7/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool has a clearly distinct role: profiling the CSV, finding duplicate groups, performing the deduplication, and comparing individual pairs. No overlap in purpose or output.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern in snake_case: profile_csv, find_duplicates, dedupe_csv, compare_records. The style is uniform and predictable.

    Tool Count5/5

    Four tools is exactly right for a focused deduplication workflow. Each tool serves a distinct step in the process without unnecessary bloat or missing core functionality.

    Completeness5/5

    The workflow is complete: profile to understand data, identify duplicates, execute deduplication, and fine-tune via pair scoring. No obvious dead ends or required operations that agents cannot perform.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

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