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JobsDirect MCP

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    • A
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      Enables AI assistants to autonomously search multiple job portals, score candidate-to-job fit with a dynamic 4-tier ATS engine, tailor resumes and cover letters, prepare applications, and export Word documents locally and privately.
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    TDQS

    B3.2/5.0

    Scored across 9 tools

    Disambiguation3/5

    Most tools have distinct purposes, but prepare_job_application overlaps heavily with get_job_details, evaluate_job_fit, tailor_resume, and generate_cover_letter by bundling them into one workflow shortcut. Agents may be unsure whether to call the composite tool or the granular tools for a given request, though the descriptions make the tradeoff reasonably clear.

    Naming Consistency5/5

    All tool names use snake_case and follow a predictable verb_noun or verb_noun_phrase pattern, such as search_jobs, get_job_details, evaluate_job_fit, and generate_cover_letter. export_to_docx is a minor phrasing variation but still fits the consistent imperative naming style.

    Tool Count5/5

    Nine tools are well-scoped for a job-search and application-preparation server, with each major workflow step represented. The count is neither thin nor sprawling, and the composite tool does not inflate the surface excessively.

    Completeness4/5

    The surface covers the core lifecycle: search jobs, inspect details, evaluate fit, tailor resume, generate cover letter, export documents, track applications, and benchmark salary. Minor gaps remain around richer application tracking operations and explicit candidate-profile management, but agents can work around them.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues