Enterprise DNAEnterprise DNA
MMCP Serverslow

tarunlnmiit/autopilot-jobhunt

by Various

AI job agent: scans 130+ careers pages nightly, scores every role against your resume with an LLM (0–100), alerts you on Telegram, and drafts tailored cover letters + resumes. Free

MCP

tarunlnmiit/autopilot-jobhunt

Added 3 Sept 2026

#ai-agent#automation#career#claude#job-search#llm#mcp#openrouter
Catalogue record, not a reviewed recommendation. This record can include automatically collected descriptions and setup details. Confirm important claims with the original source. Explore source-reviewed tools.

Overview

An open-source Python tool that scans 130+ careers pages nightly and scores each role against your resume using an LLM on a 0–100 scale. It alerts you via Telegram and drafts tailored cover letters and resumes for matched positions.

Best for

Best for
Job seekers who want a low-cost, automated pipeline for tracking and applying to many roles at once.

Use cases

  • Automate nightly monitoring of job postings across many companies
  • Receive Telegram alerts for roles that rank highly against your resume
  • Generate customized cover letters and resumes for shortlisted jobs

How to use

Install

pip install 'autopilot-jobhunt[mcp]'

Clients listed in this record (not verified here)

Claude Desktop, Claude Code, ChatGPT

Example client config

{
  "mcpServers": {
    "autopilot-jobhunt": {
      "command": "python",
      "args": [
        "-m",
        "job_hunt.mcp_server"
      ],
      "cwd": "/absolute/path/to/autopilot-jobhunt",
      "env": {
        "TINYFISH_API_KEY": "your_key",
        "OPENROUTER_API_KEY": "your_key",
        "TELEGRAM_TOKEN": "your_token",
        "TELEGRAM_CHAT_ID": "your_chat_id"
      }
    }
  }
}

Notes

206 stars on GitHub. Last updated 2026-08-09. Licensed MIT.

Pros

  • Free and open source with 206 stars
  • Covers a broad set of 130+ careers pages automatically
  • LLM-based scoring plus document drafting in one workflow

Cons

  • Requires self-hosting and configuration of Telegram and LLM credentials
  • Coverage limited to the listed careers pages unless you extend the code
  • Scoring quality depends on the LLM and resume parsing accuracy

Open-source & AI alternatives

Swap-in tools that solve the same job. Weigh the trade-offs before you commit.

Free 27-page guide

Get the free Developer’s Field Guide

A 27-page field guide to the AI coding workflow with Claude. Claude Code, MCP servers, the prompt patterns that work, and what to delegate. Free.

Enter your work email. We send it straight over, plus a few short notes worth knowing. Unsubscribe any time.

No spam. Unsubscribe any time.