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Kirill-ark

Job Application Agent MCP Server

by Kirill-ark

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    Related Servers

    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to search company job boards and LinkedIn, judge job fit against a user profile, draft tailored one-page CVs and cover letters with fact-checking, and track applications through MCP tools. Also lets agents perform the AI writing steps themselves while the server enforces gates, verdicts, and document safety checks.
      MIT
    • A
      license
      A
      quality
      D
      maintenance
      AI cover letter generation for agents. 5 composable tools that analyze job postings (15+ structured fields), match candidate profiles against roles, generate story-driven cover letters using narrative archetypes, and quality-score the results. Supports English, German, Spanish, and Portuguese. The first production MCP server for job applications.
      116 npm
      MIT
    • F
      license
      Not graded
      quality
      C
      maintenance
      Enables Claude to parse CVs, search job boards (Remotive, Arbeitnow, Adzuna, Greenhouse/Lever), tailor resumes and cover letters, and prepare application packages with direct apply links—without ever auto-submitting. It runs 100% locally and free, storing jobs and applications as JSON files.
      -
    • A
      license
      B
      quality
      C
      maintenance
      Enables Claude Desktop, Cursor, or any MCP client to search six job portals, score CV-to-posting fit with ATS-style gates, tailor resumes and cover letters, export Word documents, and track applications locally.
      9
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables AI agents to run a deterministic job-application pipeline over MCP: scoring fit against a profile's evidence, drafting market-aware CVs and cover letters for 15 country conventions, and shipping documents only after an ATS-style gate checks page count, text layer, raster layout and naming. Writes require explicit confirmation, and every command returns a single JSON envelope with meaningful exit codes.
      1
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Exposes the entire job-search workflow as 13 chat-driven tools, letting users refresh a ranked feed of live postings from employers' public hiring APIs, view and score job descriptions, tailor and render truthful one-page LaTeX resumes, review skill gaps and screening answers, and log applications. It keeps a human in the loop, since nothing is ever submitted automatically.
      MIT

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