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NextFlows Academy MCP Starter

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    Deploy Server
    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 10 tools

    Disambiguation5/5

    Each tool targets a distinct action on job applications, so there is no ambiguity. For example, update_application_status and update_job_application_details clearly differ in what they modify.

    Naming Consistency4/5

    All tools use snake_case verb_noun patterns, but there is inconsistency in singular vs. plural usage (e.g., list_job_applications vs. add_job_application) and some drop 'job_' (update_application_status vs. update_job_application_details).

    Tool Count5/5

    10 tools is a reasonable number for a job application tracker, covering core operations without being excessive.

    Completeness3/5

    Missing a 'get single application' tool and full CRUD for notes (only add_note, no delete or update note). This creates potential dead-ends for agent workflows.

    Maintenance

    ActivityActive
    ResponsivenessWithin a week

    Resources