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"Assistance with filling in information for a job application" matching MCP servers:

  • AI Job Application Agent MCP

    DrSchmerz
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    Exposes the agent's tools over the Model Context Protocol, enabling LLMs to track applications, generate cover letters, and process emails.
    Last updated

  • RAG In A Box MCP Server

    DevNexsler
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    quality
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    maintenance
    Enables any MCP-compatible AI assistant to search, filter, and retrieve information from a local document collection using a hybrid search pipeline with vector, BM25, reranking, and LLM enrichment.
    Last updated
    4

  • job-pilot

    arthurpanhku
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    JobPilot is a next-generation career assistant powered by AI Agents and the Model Context Protocol (MCP). It acts as your personal recruiter, tirelessly searching for jobs on platforms like LinkedIn, optimizing your resume for specific job descriptions (JD), and even automating the application process. Designed for the age of AI, JobPilot exposes a full MCP server, allowing you to connect it with
    Last updated
    2
    MIT

  • job-seeker

    albertorsesc
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    Profile-driven job search engine that aggregates postings, scores them against a user's profile, filters by eligibility (location, timezone, work authorization), and exposes find_jobs, list_sources, and describe_engine to local AI agents over MCP.
    Last updated

  • All-in-MCP

    isomoes
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    license
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    quality
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    maintenance
    Enables academic research through paper search across multiple databases (IACR, CryptoBib, Crossref, Google Scholar), PDF processing, and GitHub repository browsing. Features modular architecture with FastMCP-based proxy server routing to specialized academic tools.
    Last updated
    7
    2
    MIT

  • mcp-job-search

    rajivdatta
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    quality
    B
    maintenance
    An MCP server that finds recent job postings based on your LinkedIn profile, scores each against your resume, and logs the results — all without logging into or scraping LinkedIn.
    Last updated
    MIT

  • job-search-mcp

    VincenzoImp
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    quality
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    MCP server that exposes job search data from multiple boards, enabling clients to query and manage job listings via natural language.
    Last updated
    7
    MIT

  • job-monitor

    oleg-pevzner
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    quality
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    Searches LinkedIn, Indeed, USAJobs, and Google Jobs from the command line, deduplicates across sources, and optionally finds hiring manager emails; also runs as an MCP server for AI agents.
    Last updated
    MIT

  • Job Tracker MCP Server

    AshC2004
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    Enables tracking job applications through a pipeline, scheduling follow-ups, and summarizing job search progress via natural language.
    Last updated

  • Job Lead Converter MCP

    adeeljames
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    quality
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    Transforms job postings into qualified sales leads by searching for active jobs, enriching company data, and identifying decision-maker contact information.
    Last updated

  • job-search-mcp

    Zetetic-Dhruv
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    quality
    C
    maintenance
    Enables running a job search with Claude Code: parses CV, discovers roles, fetches exact application fields, drafts non-trivial applications (positioning, not autofill), and renders an offline dashboard for review.
    Last updated