Autopilot Jobhunt MCP server

by tarunlnmiit·io.github.tarunlnmiit/autopilot-jobhunt·v0.4.3

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Agentic job hunt: scan careers pages, score against your resume, draft applications. Never applies.

A92/100grade A

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Safety scan

A92/100

full report

Adoption

Growing

209 stars24 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

Autopilot Jobhunt tools (3)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

draft_application
Draft a tailored resume and cover letter for a specific job.
export_jobs
Export job scan results to a CSV file in the output/ directory.
scan_jobs
Scan all configured company careers pages for new job postings, score them with AI against your resume, and send a Telegram notification with the top matches. Reads config.json and companies.json from the working directory.

Public scan report

scanner v0.1.9 · 2026-09-26 · same rubric, same numbers if you re-run it

no findings

Code scan23 source files scanned25/25
–Live reliabilityno gateway calls yet and no remote to proben/a
–Tool poisoningtools not inspected (local package is not executed); not countedn/a
Auth qualitylocal package, no credentials required12/15
Maintenancelast push 6 days ago15/15
Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Overall 92/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

What the publisher says

From the Autopilot Jobhunt repository's README, as published. We do not edit it. Read it on GitHub

autopilot-jobhunt

Your AI job agent. Finds, scores, and drafts applications — while you sleep.

Scans 130+ company careers pages nightly → scores every role against your resume with an LLM → sends you the top matches on Telegram → drafts a tailored resume + cover letter on demand.

🔒 Drafts only — never applies. You review every draft and submit applications yourself. See PRIVACY.md for exactly what data leaves your machine.

Seen by 90K+ people — the Instagram reel that launched it.

Published on PyPI and listed on the Official MCP Registry (io.github.tarunlnmiit/autopilot-jobhunt), Glama (Quality A), and Smithery (MCPB bundle).

📖 Full setup guide with Claude Code MCP integration → SETUP.md

### ⭐ Star this repo if it helps you land a job

This tool is free, open source, and runs entirely on your machine — no subscription, no credit card. The only "payment" I ask: if it surfaces a role you apply to (or land), drop a star. It takes one click, costs you nothing, and it's the single thing that pushes the project in front of the next person grinding through 130 careers pages by hand. ⭐ Star it here →

How it works

flowchart LR
    A["🌐 130+ Careers Pages"] -->|TinyFish API| B["Job Discovery"]
    B --> C["LLM Batch Scorer\n(0–100 fit score)"]
    C -->|score ≥ min| D["📱 Telegram Alert\nTop N matches"]
    C -->|on demand| E["✉️ Cover Letter\n+ Resume Bullets"]
    C --> F["📊 CSV Export"]

The scoring prompt uses your actual resume — not keywords. The LLM reads your full work history and the job description, then explains in one sentence why you fit or don't. No more guessing.

What a scan result looks like

Scanning Mistral AI...
  3 new job URLs. Fetching details...
  Scoring jobs...
  Saved 2 jobs from Mistral AI

Scanning HuggingFace...
  5 new job URLs. Fetching details...
  Scoring jobs...
  Saved 3 jobs from HuggingFace

Scanning Stripe...
  No new jobs found
...
Scan complete.
Top 5 sent to Telegram.

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Install directly

claude mcp add autopilot-jobhunt -- uvx autopilot-jobhunt

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Autopilot Jobhunt: common questions

Is Autopilot Jobhunt MCP server safe?: Yes, by our scan: it is graded A (92/100). Read the Autopilot Jobhunt safety report
How do I install Autopilot Jobhunt?: It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does Autopilot Jobhunt need an API key?: Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Autopilot Jobhunt maintained?: The last commit was 7 days ago (2026-09-20). The latest release is v0.4.3.
What can I use instead of Autopilot Jobhunt?: Servers from other publishers that do the same job: Solana Security Standard MCP server, Benspdf MCP server and Calllint MCP server. Compare all Autopilot Jobhunt alternatives.

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