Summary
Connects Claude to Job Seek, an open-source job aggregator that scrapes 4,400+ company career pages directly. You get search across all tracked postings with filters for seniority, tech stack, location, and salary, plus company lookups and watchlist management. Useful when you want Claude to help you monitor specific companies, compare roles across employers, or build job-search workflows without hitting LinkedIn's noise. The underlying platform updates within hours of companies posting new roles and maintains one canonical entry per position. Built by a Swiss team, so it handles German, French, and Italian postings natively alongside English.
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Integrate web data into your AI product. One API to scrape website & brand data.
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Job Seek
An open-source job aggregator that monitors 4,400+ company career pages directly.
Roles land here within hours of the company posting them — once, in canonical form, with no third-party reposts.
Try jseek.co → · Self-host · Add a company
Tracking Stripe · Anthropic · OpenAI · Figma · Vercel · Datadog · Mistral · Hugging Face · Linear · Notion · Roche · Nestlé · UBS · Swisscom · ABB · SAP · Siemens · Klarna · N26 · Wise · Monzo — and ~4,380 others. Full list: apps/crawler/data/companies.csv.
How it compares
| Job Seek | LinkedIn / Indeed | Roll-your-own (JobSpy, JobFunnel) | |
|---|---|---|---|
| Source | Direct from employer career pages | Aggregated from job boards | Whatever you wire up |
| Postings per role | One canonical entry | 1–N copies | Depends |
| Coverage | 4,400+ vetted companies | Millions, mostly duplicates | Bring your own |
| Latency from posting | Typically hours | Days | Your schedule |
| Search | Typesense, faceted (seniority, stack, locale, salary) | Keyword + location | None bundled |
| Self-host | Yes — one repo, MIT | Not possible | DIY |
| License | MIT code, CC BY-NC 4.0 data | Closed | Per-project |
What you get on jseek.co
 | Explore. Filter every tracked company by seniority, tech stack, salary, location, and posting language. Free, no account. |
 | Company pages. Live and historical posting counts, similar-company suggestions, every role linked back to the source. |
A built-in application tracker moves saved roles through saved → applied → interviewing → offered/rejected, with stats and an interview log. Free for everyone. Pro ($10/month) unlocks unlimited watchlists with email alerts.
Built by Colophon Group, a small team in Switzerland — so German, French, and Italian aren't an afterthought.
Add a company
Open issues labelled company-request are companies waiting to be added — most resolve in five minutes with a coding agent.
wsis a tool for your coding agent, not for you directly. Set up Claude Code, Cursor, or another agent first; the agent installs and runs the CLI itself.
pip install jobseek-crawler-setup
Pick an issue, then hand your agent this prompt:
Run
ws task --issue <NUMBER>and follow the printed instructions.
ws walks the agent through fetching the issue, finding the career page, choosing the right monitor and scraper from the 40 available, validating the result, and opening a PR. Choosing the right combination by hand is tedious — getting it wrong silently misses postings, which is why the workflow is structured this way.
No open issues for the company you want? Request it. Anyone can.
Agent environment: git, gh (authenticated), Python 3.12+, web access.
Run your own
Clone, point at your Postgres + Redis + Typesense, run the crawler and the Next.js app:
git clone https://github.com/colophon-group/jobseek
cd jobseek
# Crawler (Python 3.12+, uv)
cd apps/crawler
uv sync
cp .env.example .env.local # DATABASE_URL, REDIS_URL, TYPESENSE_*
uv run crawler sync # CSV → Postgres + Redis + Typesense
uv run crawler run # start a worker
# Web app (Node 20+, pnpm)
cd ../web
pnpm install
pnpm db:migrate
pnpm dev # http://localhost:3000
Architecture overview: AGENTS.md. Search stack — collections, scoped API keys, deployment: docs/11-typesense.md. Production routines: error review, daily labelling.
What's in the repo
apps/crawler/ Python pipeline (asyncio, Playwright fallback)
src/core/monitors/ Monitor types — Greenhouse, Lever, Workday, …
src/core/scrapers/ Scrapers — JSON-LD, DOM, sitemap, vendor-specific
src/redis_queue.py Claim queue with atomic reservation, requeue, reschedule
src/exporter.py CDC: Postgres → Supabase + Typesense
src/labeller/ Daily labelling pipeline (HuggingFace upload)
src/workspace/ `ws` — agent orchestrator for company onboarding
data/companies.csv Source of truth — every tracked company is one row
data/boards.csv One row per board (monitor + scraper config)
apps/web/ Next.js 16 + Drizzle + Lingui + Better Auth
app/[lang]/... Path-prefix i18n (en / de / fr / it)
src/db/schema.ts Drizzle schema — Postgres + Supabase mirror
docs/ Architecture and operational routines
scripts/ Typesense setup, backfill, IndexNow notifications
License
- Code — MIT. Use, modify, redistribute, no warranty.
- Job-posting data — CC BY-NC 4.0. Free for research and non-commercial reuse with attribution. Not "open data" by the strict OKD definition. For commercial licensing, get in touch via business@colophon-group.org.
Built in Switzerland by Colophon Group. Issues and PRs welcome.
Featured
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →Categories
Registryactive
Package@jseek/mcp-server
TransportSTDIO
UpdatedMar 25, 2026
