JobCrawls

com.jobcrawls/connector

Search jobs in Finland and calculate net salary. Read-only, no login. English, Finnish, Swedish.

Yes, your AI can use this right now.Answered a live MCP handshake in 2654 ms with no sign-in needed and exposes 4 tools.

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URL: https://www.jobcrawls.com/api/connector

4 tools, verified live

Pulled straight from the server with tools/list on 2026-10-17.
search_jobsread-only

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

list_job_filtersread-only

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

get_job_detailsread-only

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 (Työmarkkinato

calculate_net_salary_finlandread-only

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,

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