# JobCrawls Muse connector

From musedirectory.ai, the independent directory of Meta Muse connectors. Not affiliated with Meta.

## JobCrawls

Search jobs in Finland and calculate net salary from gross pay.

- Record: https://musedirectory.ai/connector/jobcrawls
- Category: Productivity
- Developer: JobCrawls (https://www.jobcrawls.com/connector)
- Muse status: Extra setup. Not in Muse's Connectors list yet. Muse can still use it: its page gives you a request to paste into Muse.
- Health: Working, 166ms, checked 2026-10-29T10:45:57Z
- Endpoint: https://www.jobcrawls.com/api/connector
- Auth: No account needed; Pricing: unknown
- Screening: Screened, no issues found (2026-10-28T21:16:33Z)
- Source: Found in the official MCP Registry (com.jobcrawls/connector) https://registry.modelcontextprotocol.io/v0/servers?search=com.jobcrawls%2Fconnector

Search active job listings across Finland with filters for location, field, seniority and skills. Includes a gross-to-net salary calculator for Finland accounting for municipality, employer size, dependents and commuting costs.

Example request: "Find senior software engineer jobs in Helsinki and calculate what a 4500 euro gross salary leaves as take-home pay."

How to connect: Not in Muse's Connectors list yet, but Muse can still use it. Paste this into Muse: "Use JobCrawls to help me. It is a free service with an MCP server at https://www.jobcrawls.com/api/connector. It does not need an API key. Ask me before you share anything with it." Muse asks before it shares anything with the app's site. Meta does not review apps used this way, so only use ones you trust. We tested this in the Muse app on September 24, 2026: Muse used an app's link directly this way and returned a live answer.

Tools:
- search_jobs: Searches active job listings on JobCrawls, an aggregator of jobs in Finland. The index covers jobs located in Finland plus remote roles open to Finland, and has no listings for other countries. Example queries: "find nurse jobs in Tampere", "onko Helsingissä avoimia etätyöpaikkoj
- list_job_filters: Returns the facet attributes jobs can be filtered by (for example field, location, job type, seniority level, skills and languages), with the values currently present in active listings and how many listings have each value. The values are the exact strings search_jobs accepts in
- get_job_details: Returns the complete details of one JobCrawls listing by its id (the `id` field of a search_jobs result): full description, requirements, responsibilities, benefits, salary, company, location, application deadline and a direct link to the posting. Listings sourced from Job Market
- calculate_net_salary_finland: Gross-to-net salary calculator for Finland, from the JobCrawls tax iceberg calculator. Example queries: "what is 4000 gross net in Finland", "paljonko jää käteen 4200 euron bruttopalkasta Helsingissä", "vad blir nettolönen på 3800 brutto i Helsingfors". Inputs: a gross salary (EU

Screening checks:
- MCP handshake: pass (Answered in 887ms)
- Domain against threat feeds (Cloudflare security DNS): pass (www.jobcrawls.com not flagged)
- Published packages against the OSV malicious-package database: n/a (No npm or PyPI package published)
- Hidden instructions or invisible characters in tool text: pass (4 tools read, nothing found)
- Inputs asking for passwords, card numbers or seed phrases: pass (None found)
- Domain and redirects: pass (Domain registered 681 days ago)
- AI review of purpose and tool behavior: pass (No concerns)