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jsundquist

job-search-mcp

by jsundquist
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Python
Hybrid

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    Deploy Server
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    TDQS

    A4.1/5.0

    Scored across 3 tools

    Disambiguation4/5

    The three tools have clearly distinct purposes: match_job retrieves evidence, push_to_tracker writes results, and list_applications reads tracked jobs. There's no real overlap between them. The only minor confusion is that push_to_tracker's write and list_applications's read both touch the same Notion store, but their actions are opposite and clear.

    Naming Consistency4/5

    All three names follow a clear verb_noun pattern: match_job, push_to_tracker, list_applications. Each uses an imperative verb followed by the target. Minor inconsistency: 'push_to_tracker' is a multi-word noun phrase while 'match_job' and 'list_applications' are more compact, but the pattern is consistent enough.

    Tool Count4/5

    Three tools is on the low side but reasonable for a focused job-search workflow. The surface covers matching, tracking, and listing, which are the core operations. One could argue a remove/cleanup tool is missing, but the scope of an MCP for job search is narrow enough that 3 tools feels appropriately scoped, not thin.

    Completeness3/5

    The server covers the core workflow: match a job, push the evaluation to the tracker, and list tracked applications. However, there are notable gaps — no way to create a new job row (push_to_tracker explicitly requires an existing job_id and never creates a row), no update/retract on previous evaluations, and no removal of stale entries. The create-to-track action is a significant missing lifecycle step for a job-search tracking workflow.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources