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  1. Home
  2. 🏒 Workplace & Productivity
  3. Autopilot Jobhunt
Autopilot Jobhunt logo
Health: ActiveRecent health check succeeded.Last checked 9/11/2026, 3:31:13 PM

Autopilot Jobhunt

User RatingsBe the first to rate and review this MCP server!
View Repository206 GitHub StarsTotal stargazers on GitHub for the source repository (206 stars).Visit Website
job-huntingllmtelegramautomationproductivity

Locally runs an AI job-hunting agent that scans 130+ careers pages nightly, scores roles against your resume, alerts via Telegram, and drafts applica…

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β€” or use 1-click editor setup below.

Add to CursorAdd to VS Code
Not yet automatically verified

We haven't yet run this listing's install command through our automated sandbox check. This isn't a red flag β€” we're steadily working through the catalog.

Manual Client & Custom JSON ConfigExpand JSON β–Ύ

Client Config & Setup

Choose your client or environment
Target File:~/Library/Application Support/Claude/claude_desktop_config.json
claude_desktop_config.json
{
  "mcpServers": {
    "tarunlnmiit-autopilot-jobhunt": {
      "command": "uvx",
      "args": [
        "autopilot-jobhunt"
      ]
    }
  }
}

πŸ’‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Install Directory Badge Claim listing Alternatives🏒 More in Workplace & Productivity

Overview

This server automates job discovery by scanning over 130 company careers pages each night and scoring each role from 0 to 100 against your resume using a large language model. It sends top job matches as Telegram notifications and can draft tailored cover letters and resume bullet points on demand. It runs locally, does not submit applications automatically, and supports pluggable free or paid LLM backends.

Use cases

β€’Scan multiple company careers pages nightly for new job openings
β€’Score job listings against your resume using an LLM
β€’Receive top job matches as Telegram alerts
β€’Generate tailored cover letters and resume bullets on demand
β€’Export job data for offline analysis

Key features

β€’Nightly automated scanning of 130+ company careers pages
β€’LLM-based batch scoring of job fit using full resume context
β€’Telegram notifications for top job matches
β€’On-demand drafting of tailored cover letters and resume bullets
β€’Support for multiple LLM backends including free tiers
β€’Local execution with no automatic application submission

Capabilities & Tool Schemas

Inspect callable tools, capabilities, and parameters exposed to AI agents by Autopilot Jobhunt.

Extracted Tool Capabilities
Nightly automated scanning of 130+ company careers pages
LLM-based batch scoring of job fit using full resume context
Telegram notifications for top job matches
On-demand drafting of tailored cover letters and resume bullets
Support for multiple LLM backends including free tiers
Local execution with no automatic application submission

Documentation Overview

autopilot-jobhunt

Your AI job agent. Finds, scores, and drafts applications β€” while you sleep.

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

πŸ”’ Drafts only β€” never applies. You review every draft and submit applications yourself. See PRIVACY.md for exactly what data leaves your machine.

autopilot-jobhunt demo β€” nightly scan, LLM scoring, Telegram alert, drafted application

CI codecov PyPI version PyPI downloads Python 3.11+ License: MIT GitHub Stars autopilot-jobhunt MCP server Listed on CodeGuilds

Seen by 90K+ people β€” 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).

πŸ“– Full setup guide with Claude Code MCP integration β†’ SETUP.md

⭐ Star this repo if it helps you land a job

This tool is free, open source, and runs entirely on your machine β€” 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 β†’


How it works

mermaid
flowchart LR
    A["🌐 130+ Careers Pages"] -->|TinyFish API| B["Job Discovery"]
    B --> C["LLM Batch Scorer\n(0–100 fit score)"]
    C -->|score β‰₯ min| D["πŸ“± Telegram Alert\nTop N matches"]
    C -->|on demand| E["βœ‰οΈ Cover Letter\n+ Resume Bullets"]
    C --> F["πŸ“Š CSV Export"]

The scoring prompt uses your actual resume β€” 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

Code
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.

What the Telegram notification looks like

Code
Job Hunt β€” 06 Jun 2026
5 matches found

#1 | Mistral AI | Applied AI Engineer, ML Infrastructure
πŸ“ Paris/London/Marseille, On-site
πŸ”§ Python, LLMs, RAG, AWS, MLOps, DevOps
βœ… Role combines applied AI + ML infrastructure in EU, aligns with MLOps/RAG expertise and relocation goal
Score: 85/100  β†’  https://jobs.lever.co/mistral/...

#2 | HuggingFace | Staff ML Engineer
πŸ“ Remote (EU)
πŸ”§ Python, PyTorch, Transformers, CUDA, MLOps
βœ… Open-source ML role matches deep learning and distributed training background
Score: 80/100  β†’  https://apply.workable.com/huggingface/...

...

Reply "apply to #N" to draft a tailored application.

What it does

Code
Every night at 2:30 AM:
  β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
  β”‚  Scans careers pages  β†’  Scores with LLM  β†’  Notifies  β”‚
  β”‚       (130+ cos)           (0–100 fit)       (Telegram) β”‚
  β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

On demand:
  autopilot draft 1  β†’  tailored resume + cover letter in 60s

Usage modes

Code
Mode 1: Standalone CLI (no Claude Code required)
  pip install autopilot-jobhunt
  autopilot scan / autopilot draft 1 / autopilot export

Mode 2: Claude Code MCP (control via natural language)
  pip install 'autopilot-jobhunt[mcp]'
  claude mcp add autopilot-jobhunt ...
  β†’ "Scan for ML jobs" / "Draft application for job #2"

Both modes use the same config and produce the same output.

Quick start

Option A β€” pip install

Terminal
pip install autopilot-jobhunt        # or: pip install 'autopilot-jobhunt[mcp]' for Claude Code
mkdir my-job-hunt && cd my-job-hunt
autopilot init                       # creates config.json, companies.json, resume/, .env
# Fill in config.json (API keys + your profile) and resume/YOUR_RESUME.md, then:
autopilot scan

Option B β€” clone (recommended if you want to customize companies or contribute)

bash
git clone https://github.com/tarunlnmiit/autopilot-jobhunt.git
cd autopilot-jobhunt
pip install -e '.'               # standalone CLI
# pip install -e '.[mcp]'       # + Claude Code MCP integration
cp config.example.json config.json && cp .env.example .env
# Fill in your API keys and candidate profile, then:
autopilot scan

For the full walkthrough β€” API key setup, Claude Code MCP registration, rate limit details, and troubleshooting β€” see SETUP.md.

πŸ“š Documentation

Step-by-step guides live in docs/:

GuideCovers
Installpip / from source / autopilot init scaffolding
LLM providersOpenRouter fallback chain, Claude CLI (keyless), Anthropic API
API keysTinyFish + OpenRouter keys, where each goes
Companies & scanningcompanies.json, discovery + scoring, scan pacing
IntegrationsTelegram notifications
MCP server & SkillDrive the hunt from Claude Code
Config & scoringCandidate profile, min_score, top_n
TroubleshootingEvery error we've hit, and the fix
Testing checklistReproducible independent verification

API keys needed

ServiceCostRequiredWhere to get it
TinyFishFree β€” no credit cardAlwaysagent.tinyfish.ai
OpenRouterFree β€” 4-model fallback chainUnless using Claude CLI / Anthropicopenrouter.ai
TelegramFreeOptional@BotFather on Telegram

Claude Code / MCP integration

Use autopilot-jobhunt as an MCP server inside Claude Code (CLI) or Claude Desktop.

Step 1: Install with MCP support

bash
git clone https://github.com/tarunlnmiit/autopilot-jobhunt.git
cd autopilot-jobhunt
pip install -e '.[mcp]'

Step 2: Register with Claude Code

Option A β€” one command:

Terminal
claude mcp add autopilot-jobhunt \
  --env TINYFISH_API_KEY=your_key \
  --env OPENROUTER_API_KEY=your_key \
  --env TELEGRAM_TOKEN=your_token \
  --env TELEGRAM_CHAT_ID=your_chat_id \
  -- python -m job_hunt.mcp_server

Option B β€” edit ~/.claude.json manually:

config.json
{
  "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"
      }
    }
  }
}

Note: cwd must point to the cloned repo β€” the server reads config.json and companies.json from there.

Step 3: Use it

In any Claude Code session:

Code
"Scan for ML jobs"
"Draft an application for job #2"
"Export jobs from the last 7 days with score above 70"

Claude Desktop

Same JSON block β€” add it under mcpServers in Claude Desktop β†’ Settings β†’ Developer.


Customize your target companies

Edit companies.json. Each entry needs:

config.json
{
  "name": "Stripe",
  "careers_url": "https://stripe.com/jobs",
  "search_domain": "stripe.com",
  "location": "Remote / San Francisco, CA",
  "region": "Remote"
}

The repo ships with 130+ pre-configured EU, NZ, and remote-friendly tech companies. Add or remove as you like.


How scoring works

The LLM reads your full resume + the full job description and assigns a score 0–100:

ScoreMeaning
80–100Near-perfect fit β€” apply immediately
60–79Good fit β€” worth applying
40–59Partial fit β€” apply if pipeline is thin
< 40Poor fit β€” skipped

Set min_score in config to filter. Default: 60.


Project structure

Read the full README β†’View source on GitHub β†’

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Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks β€” not a rating.

GitHub stars
206
Stargazers on the source repository.
Last commit
1mo ago
Most recent push to the default branch.
Directory activity
2 views
Config copies, upvotes, and views on AllMCPs.

Reviews

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Frequently Asked Questions about Autopilot Jobhunt

No, it only drafts applications. You review drafts and submit applications yourself.

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Technical Specs & Signals

Category🏒Workplace & Productivity
PricingBring your own API key (usage-based cost)
More technical detailsExpand β–Ύ
TransportSTDIO
RuntimePython
AuthAPI key
LicenseMIT
ClientsClaude Desktop
Last updatedAug 9, 2026
4/5 checks healthy over the last 33d
Views2
Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
GitHub stars206
GitHub Star CountTotal stargazers on GitHub representing community popularity (206 stars).
Last commit1mo ago
Last Repository CommitThe most recent commit or push recorded for this server's GitHub repository.Last commit on Aug 9, 2026
57Quality signal: Good Β· 57/100How this signal is calculated β–Ύ
Server availabilityNot measured

Not scored for repo-hosted servers β€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20
Documentation & tools26/30
Adoption & activity7/15
Community engagement0/10

A guidance signal from public completeness & health data β€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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Critical 0High 0Medium 0Low 0

Scanned 22d ago via OSV.dev Β· autopilot-jobhunt (PyPI)

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