claude-plugin-jobhunter
Health Uyari
- License — License: Apache-2.0
- Description — Repository has a description
- Active repo — Last push 0 days ago
- Low visibility — Only 7 GitHub stars
Code Gecti
- Code scan — Scanned 12 files during light audit, no dangerous patterns found
Permissions Gecti
- Permissions — No dangerous permissions requested
This MCP server is an AI-powered job search assistant designed for Claude Code. It automates scraping across multiple job platforms, enriches the listings, analyzes salary and visa requirements, and exports the final ranked results into an Excel report.
Security Assessment
The overall risk is rated as Medium. The rule-based code scan of 12 files found no dangerous patterns, hardcoded secrets, or requests for dangerous local permissions. However, the tool's core functionality inherently requires extensive network requests to scrape 14 external job boards and fetch company intelligence. Additionally, based on the README, the initial setup requires browser authentication with an external service called "DEB Cloud." While the visible code appears safe, routing job search data and profile information through a third-party cloud service introduces a privacy consideration that users should be aware of.
Quality Assessment
The project appears to be actively maintained, with its most recent push occurring today. It uses the standard Apache-2.0 license and includes a clear, detailed description of its capabilities. The main drawback is its extremely low community visibility. With only 7 GitHub stars, the tool has not yet undergone broad peer review or community testing, which means hidden bugs or edge-case behaviors might still exist.
Verdict
Use with caution — the underlying code appears safe, but be mindful of the data shared with required external cloud services and the lack of widespread community auditing.
AI-powered job search plugin for Claude Code — multi-platform scraping, visa checks, salary analysis, ranked Excel exports
Job Hunter
AI-powered job search for Claude Code
Search 14 job platforms across UK and France. Score every listing against your profile — skills, salary, visa, commute — and export a professional Excel report.
The job search autopilot recruiters don't want you to have.
Full pipeline: 84 jobs scored, 16 financially viable, Top 5 ranked by composite score
Why Job Hunter?
Most job search tools stop at scraping. Job Hunter goes further — it brings ATS-grade analysis to your side of the table: the same requirements matching, skill extraction, and experience parsing that recruiters use, now working for you.
- One command, 1,000+ jobs analysed — parallel scraping across 14 platforms, deduplication, JD enrichment, and 8-dimension AI scoring
- Real financial analysis — country-specific tax, NI/social contributions, and commute costs calculated so you see your actual take-home before applying
- Company intelligence — employer ratings, visa sponsor verification (140k+ UKVI register), and recruitment agency detection built in
- One command, full pipeline — 450 jobs scraped, enriched, scored, and exported in under 10 minutes
Quick Start
1. Install
/plugin marketplace add debytesio/claude-plugins
/plugin install job-hunter@debytes
2. Run
/job-hunter:find-jobs examples/job-expectations-example-gb.json
A sample resume and expectations file are included — try it out of the box. First run opens your browser to authenticate with DEB Cloud (free trial, no card required).
How It Works
Expectations JSON
|
v
+-----------+ +-----------+ +-----------+ +-----------+
| Scrape |-->| Dedup & |-->| Enrich |-->| Score |
| 14 boards | | Filter | | JDs | | 8 dims |
+-----------+ +-----------+ +-----------+ +-----------+
|
+----------------------------------------------+
v
+-----------+ +-----------+ +-----------------------+
| Company |-->| Financial |-->| Excel Report |
| Checks | | Analysis | | 5 sheets, 21 columns |
+-----------+ +-----------+ +-----------------------+
Parallel scraping across 6 workers with real-time progress and credit tracking
Key Capabilities
| Capability | Description |
|---|---|
| JD Enrichment | Fetches and parses full job descriptions — extracts requirements, tech stack, seniority signals, and years of experience |
| 8-Dimension Scoring | Role, skills, requirements, experience, seniority, salary, location, visa — AI-scored per job |
| ATS-Grade Matching | Requirements coverage, tech stack overlap, and experience fit — the same analysis recruiters run on your CV |
| Financial Viability | Tax + NI + commute = real take-home per job, per country. Know before you apply. |
| Company Checks | Employer ratings, UKVI visa sponsor status, and agency detection — in one step |
| Smart Dedup | Cross-platform deduplication so the same job from 3 boards appears once |
| Session Persistence | Checkpoints at every step — resume interrupted searches automatically |
| Multi-Country | UK (GBP, PAYE/NI) and France (EUR, impot/cotisations) — more countries planned |
Output
A polished Excel workbook with 5 sheets:
| Sheet | Content |
|---|---|
| {Role Name} | Top matches for each target role, ranked by composite score |
| All Results | Every scored listing, sorted by score |
| Score Breakdown | Full 8-dimension scores + enrichment data |
| Summary | Search statistics, financial targets, per-city viable counts |
| Guide | Column explanations, color coding legend, scoring methodology |
Every job title is a clickable link. Non-viable jobs are highlighted in red. Scores are color-coded. Company ratings show source on hover.
Ranked results with color-coded scores, financial viability, and clickable links
Structured summary with financial targets and per-city breakdown
Supported Platforms
UK — Indeed, LinkedIn, Reed, Totaljobs, CW Jobs, CV-Library, Adzuna
France — Indeed, LinkedIn, Welcome to the Jungle, APEC, HelloWork, Les Jeudis
System Requirements
- Python 3.13+
- openpyxl
| Platform | Architecture | Minimum Version |
|---|---|---|
| Windows | x86_64 | Windows 10 |
| Linux | x86_64 | Ubuntu 22.04 / Debian 12 / Fedora 38 (glibc 2.35+) |
| macOS | ARM64 (Apple Silicon) | macOS 14 Sonoma |
| macOS | x86_64 (Intel) | macOS 13 Ventura |
Documentation
Community & Support
- Discord — questions, feedback, feature requests
- GitHub Issues — bug reports
- docs.debytes.io — full documentation
Contributing
We welcome contributions! See CONTRIBUTING.md for guidelines.
License
Apache-2.0
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