Autopilot Job Hunt

An autonomous AI agent that hunts jobs while you sleep — pip install autopilot-jobhunt. It scans 130+ company careers pages nightly, scores every role 0–100 against your full resume, and pushes the best matches to Telegram before breakfast.

01Why it exists

Job hunting is a nightly grind of opening the same careers pages, skimming the same irrelevant listings, and guessing whether a role actually fits. Keyword alerts are noise: they match words, not careers. The interesting question is "how well does this whole role match my whole resume?" — and that is an LLM question, not a keyword question.

02See it run

Recorded against the bundled demo fixtures — the exact autopilot scan → draft → export flow:

03How it works

1. Nightly scanAn autonomous agent walks 130+ company careers pages on a schedule — not job boards, the primary sources — and normalises every posting.
2. LLM fit scoringEvery role is scored 0–100 against the full resume, not keywords. A 4-model OpenRouter fallback chain keeps the pipeline running at zero API cost.
3. Telegram deliveryTop matches land in Telegram with score and reasoning. No dashboard to remember to check.
4. On-demand documentsOne command drafts a role-tailored resume + cover letter in about 60 seconds.
5. MCP modeRuns as an MCP server (publicly listed on Glama) — the whole pipeline drives from natural language inside Claude Code or Claude Desktop.

04Results

• 100+ GitHub stars · 29 forks — validated by strangers with the same problem
• $0 LLM API cost via the 4-model OpenRouter fallback chain
• pip-installable and deployed 24/7 on a Raspberry Pi — Docker + GitHub Actions CI/CD
• MCP server publicly hosted and listed on Glama

05Stack