Agentic Job Search — EU Job Sources Directory

A community-maintained, machine-readable directory of job sources reachable from Europe, designed for people building agentic job-search tools: AI agents, crawlers, aggregators, and research projects.

Every source is documented in a single YAML file with coverage, access method, rate limits, licensing posture, and real-world crawl notes.

---

See this in action

The coverage volumes and source statuses in this directory reflect Kitsuno's production crawl. Live operational numbers — total jobs crawled, unique postings ingested, per-source run counts, strong matches surfaced — are published at:

→ kitsuno.ai/stats

As far as we can tell, no other EU job-search operator publishes these numbers. If you're evaluating whether any of the sources below are worth integrating, the live stats tell you whether they're actually producing.

---

Why this exists

Most "awesome job board" lists stop at a URL and a one-liner. That's not enough to build anything agentic.

Building an AI job-search agent means knowing, per source:

• Which countries and languages it actually covers
• Whether there's a public API, an RSS feed, or just HTML to scrape
• What the ToS says about aggregation and automation
• Where the rate limits are
• What breaks in practice (pagination, region-locking, stale listings, silent cutoffs)

We've been crawling these sources for a year at Kitsuno. This repo is the shared reference we wished existed when we started.

---

What's in v1

30+ active EU-reachable sources, documented one YAML per source, with fields covering:

• Countries and languages
• Access type (API / RSS / scrape / hybrid)
• Authentication requirements
• Update frequency and estimated volume
• Rate limits and practical notes
• License posture (aggregator-friendly / neutral / restricted)
• Status: active, inactive, or wishlist

Coverage today:

Region	Active sources
🇨🇭 Switzerland	jobs_ch, swissdevjobs, publicjobs_ch
🇩🇪 Germany	germantechjobs, arbeitsagentur
🇫🇷 France	francetravail, devitjobs_fr
🇬🇧 United Kingdom	reed, devitjobs_uk
🇳🇱 Netherlands	devitjobs_nl
🇸🇪 Sweden	platsbanken
🇳🇴 Norway	nav
🇷🇴 Romania	devjob_ro, olx
EU-wide	arbeitnow, 80000hours
Global / remote	adzuna, indeed, linkedin, jooble, themuse, remoteok, remotive, jobicy, working_nomads, himalayas
Specialized	reliefweb (UN/humanitarian), google_xray (22 ATS platforms)

Total job volume observed across sources: 900,000+ postings.

Wishlist sources (documented but not yet integrated): StepStone, Jobindex, Totaljobs, HelloWork, Karriere.at, plus community suggestions.

---

How to use the data

Python

import yaml
from pathlib import Path

sources = []
for f in Path("sources").glob("*.yml"):
    if f.name.startswith("_"):
        continue
    with open(f) as fh:
        sources.append(yaml.safe_load(fh))

# Filter: active sources with a public API covering Germany
api_de = [
    s for s in sources
    if s["kitsuno_status"] == "active"
    and s["access_type"] == "api"
    and "DE" in s["countries"]
]

for s in api_de:
    print(f"{s['name']:25} {s['api_docs_url']}")

JavaScript / Node

import { readdir, readFile } from 'fs/promises';
import { parse } from 'yaml';

const files = await readdir('sources');
const sources = await Promise.all(
  files
    .filter(f => f.endsWith('.yml') && !f.startsWith('_'))
    .map(async f => parse(await readFile(`sources/${f}`, 'utf8')))
);

const remoteEu = sources.filter(s =>
  s.kitsuno_status === 'active' &&
  s.focus === 'remote' &&
  s.countries.some(c => ['DE','FR','NL','CH','UK'].includes(c))
);

More examples in examples/.

---

The schema

Each YAML follows sources/_schema.yml. At minimum:

name: Jobs.ch
slug: jobs-ch
url: https://www.jobs.ch
countries: [CH]
languages: [de, fr, it, en]
access_type: api            # api | rss | scrape | hybrid
requires_auth: true
license_posture: aggregator-friendly
focus: general              # general | tech | remote | sector
kitsuno_status: active      # active | inactive | wishlist
last_verified: 2026-04-23
notes: |
  Strong CH coverage including FR/IT cantons.
  Italian listings sparse outside Ticino.

See sources/README.md for the full field reference.

---

Contributing

Missing a source? Open an issue using the new-source template or submit a PR with a new YAML file.

Spotted incorrect info? PRs welcome — the notes and last_verified fields are where real-world crawl wisdom lives.

Every PR runs through tools/validate.py in CI to check schema compliance.

See CONTRIBUTING.md for full guidelines.

---

About

This directory is maintained by the team at Kitsuno — an AI job search agent built for European careers. We open-sourced our source directory because cataloging EU job sources shouldn't be something every team has to redo from scratch.

If you're building an agentic job-search tool, we'd love to hear about it — hello@kitsuno.ai.

---

License

• Source data (contents of sources/ and stats/): CC-BY-SA 4.0 — free to use, requires attribution and share-alike.
• Code (tools/, examples/, schema): MIT — use it however you want.

Attribution for the data is a link back to this repo and/or kitsuno.ai.