MCP.Market

Autopilot Jobhunt MCP server

by tarunlnmiit·io.github.tarunlnmiit/autopilot-jobhunt·v0.4.3·219 stars
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Agentic job hunt: scan careers pages, score against your resume, draft applications. Never applies.

A88/100grade A
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Safety scan
A88/100

full report

Adoption
Growing

219 stars36 downloads/wk

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Nobody has reviewed Autopilot Jobhunt yet.

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 v0.1.10 · 2026-11-08 · 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 49 days ago12/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 88/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Autopilot Jobhunt compares

Against every graded Security MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
88/100
higher than 85% of 917 Security servers
Tools
3
the typical Security server has 10
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
219
more than 96% of 589 Security servers
Downloads a week
36
more than 10% of 386 Security servers with a package

What its tools let an agent do: 3 read

Install Autopilot Jobhunt in Claude Code, Cursor or VS Code

claude mcp add autopilot-jobhunt -- uvx autopilot-jobhunt
Add to Cursor

What the publisher says

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

autopilot-jobhunt

<!-- mcp-name: io.github.tarunlnmiit/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.

Autopilot Jobhunt: common questions

Is Autopilot Jobhunt MCP server safe?
Yes, by our scan: it is graded A (88/100). Read the Autopilot Jobhunt safety report
How do I install Autopilot Jobhunt?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop 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 57 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, PyMemoryEditor MCP server and OpenQR MCP server.
How does Autopilot Jobhunt compare with other Security MCP servers?
safety score 88/100 (higher than 85% of 917 Security servers); tools 3 (the typical Security server has 10); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

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