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Civify MCP Server

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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

    A3.5/5.0

    Scored across 8 tools

    Disambiguation5/5

    Each tool targets a distinct action and resource: parsing, tailoring, ATS scoring, PII masking, job scraping, application tracking, account retrieval, and pricing are all clearly separate. No two tools overlap in purpose.

    Naming Consistency5/5

    All tools use the same civify_ prefix followed by a snake_case verb_noun pattern (e.g., civify_parse_cv, civify_tailor_cv). The convention is predictable and consistent throughout.

    Tool Count5/5

    Eight tools is well-scoped for a CV and job application assistant, with each tool covering a distinct part of the workflow. No tools feel redundant or extraneous.

    Completeness3/5

    Core operations for CV parsing, tailoring, ATS scoring, PII masking, job scraping, and application recording are present. However, the application tracker lacks list, update, and delete operations, and account management only supports retrieval, leaving notable lifecycle gaps.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources