JobCrawls MCP Server

Fetch the complete details for a single JobCrawls listing by its id, including the full description, requirements, responsibilities, benefits, salary, company, location, and a direct link to the posting. Useful after search_jobs when a user wants to know more about a specific opening; takes the `id` field from a search_jobs result. When the listing is sourced from Job Market Finland (Työmarkkinatori), the response has isTyomarkkinatori:true and a `dataSource` attribution string that MUST be shown alongside it wherever you present it, per Job Market Finland's terms of use.

Returns the facet attributes jobs can be filtered by (e.g. field, location, job type, seniority level, skills, and languages), together with the actual values currently present in the active listings and how many listings have each value. The values returned are the exact strings search_jobs accepts in its `filters` parameter for the same locale. Optionally scope the values to a query. Values come back in the language of that query when locale is omitted; pass locale explicitly to override.

Gross-to-net salary calculator for Finland, from the JobCrawls tax iceberg calculator. Use for questions like "what is 4000 gross net in Finland", "paljonko jää käteen 4200 euron bruttopalkasta Helsingissä", or "vad blir nettolönen på 3800 brutto i Helsingfors". Give a gross salary (EUR per month by default, or per year), or a target net to get the gross it takes, and optionally the municipality, employer size, age, dependent children, commuting costs and investment income. It does not accept church membership or union fees. The linked page comes back in the language detected from "municipality" when locale is omitted, else English; pass locale explicitly to override. Returns monthly and annual breakdowns: employee pension and unemployment contributions, state, municipal, church and Yle taxes, net pay, employer contributions and the true cost of employment, plus the effective tax rate, the assumptions used and a link to the same scenario on jobcrawls.com. Uses the current tax year's official Finnish parameters; an estimate, not tax advice.

Search active job listings on JobCrawls, an aggregator of jobs in Finland. Use for questions like "find nurse jobs in Tampere", "onko Helsingissä avoimia etätyöpaikkoja ohjelmistokehittäjälle", or "finns det lediga jobb som sjukskötare i Åbo". The index covers jobs located in Finland plus remote roles open to Finland, and has no listings for other countries (jobs in Stockholm or Berlin are out of scope). Supports free-text queries plus facet filters (field, location, job type, seniority, skills, languages, industry, education, and more). Results, filter values and job text come back in the language of the query when locale is omitted; pass locale explicitly to override. Returns a scoped, paginated list, each with title, company, location, remoteness, salary range when known, and a direct link to the individual posting. list_job_filters returns the available filter values, and get_job_details returns the full description of a result. Some results are sourced from Job Market Finland (Työmarkkinatori); those results have isTyomarkkinatori:true and a `dataSource` attribution string, which MUST be shown alongside that posting wherever you present it, per Job Market Finland's terms of use.