JobCrawls
Search jobs in Finland and calculate net salary from gross pay.
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.
Try asking Muse: "Find senior software engineer jobs in Helsinki and calculate what a 4500 euro gross salary leaves as take-home pay."
See the most upvoted connectors
Source: Found in the official MCP Registry (com.jobcrawls/connector) · First listed October 28, 2026
Last 24 hours
Each bar is one check, every 15 minutes. Green means it answered. Last checked 1 h ago.
Is it safe to connect?
What Muse can see: It does not ask you to sign in, so it cannot see your accounts. It only sees what Muse sends it from your request.
Before it acts: Read what Muse plans to do before you approve it, and remove the app from Muse when you stop using it.
musedirectory.ai is not part of Meta. More about how Muse handles your information
How to add it to Muse
Not in Muse's Connectors list yet, but Muse can still use it. Copy the request below and paste it into Muse. 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.
https://www.jobcrawls.com/api/connectorNot in Muse's Connectors list yet. Muse can still use it: its page gives you a request to paste into Muse.
Also use it in ChatGPT or Claude
JobCrawls is a remote MCP server, so any assistant that can add a custom connector by link can use it. Same link, same tools.
Add it to ChatGPT
- 1
Open ChatGPT settings
In ChatGPT, open Settings, then Connectors (called Apps & Connectors on some accounts).
- 2
Turn on developer mode
Under Advanced settings, switch on Developer mode. That is what lets you add a connector by link.
- 3
Create the connector
Choose Create, give it a name, paste the link as the MCP server URL, and save. If it needs a sign-in, ChatGPT asks for it here.
- 4
Use it in a chat
Start a chat, open the tools menu, pick the connector, and ask. ChatGPT asks before it runs a tool the first time.
Custom connectors need a paid ChatGPT plan, and on Team, Enterprise and Edu accounts only an admin can add them. Our "Working" label means the server answered us; it cannot tell whether your plan lets you add it. All connectors that work in ChatGPT
Add it to Claude
- 1
Open Claude settings
In Claude, open Settings, then Connectors.
- 2
Add a custom connector
Choose Add custom connector, give it a name, and paste the link.
- 3
Connect and use it
If it needs a sign-in, Claude sends you to it. Then turn the connector on in a chat from the tools menu and ask.
Custom connectors are available on paid Claude plans; on Team and Enterprise accounts an admin may need to add them. Our "Working" label means the server answered us; it cannot tell whether your plan lets you add it. All connectors that work in Claude
https://www.jobcrawls.com/api/connectorWhat people ask Muse to do
Technical details: safety screening, tools, response time and recent checks
Response time at the last check: 166ms. Worked in 100% of checks over 30 days.
Screening · October 28, 2026
Screened, no issues found
Screening looks for known threats and hidden instructions at the time of the check, and runs again weekly and whenever the tool list changes. It cannot see the server's code, so only connect what you need and review what Muse asks to do. How screening works.
Tools · 4
search_jobsSearches 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 etätyöpaikkojlist_job_filtersReturns 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 inget_job_detailsReturns 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 Marketcalculate_net_salary_finlandGross-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 (EURecent checks
Link
https://www.jobcrawls.com/api/connectorQuestions about JobCrawls in Muse
How do I connect JobCrawls to Muse?
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.
Is JobCrawls working right now?
At the last check (October 29, 2026, 10:45 UTC) the endpoint was working, answering in 166ms. Over the last 7 days it answered 100% of health checks. It is checked every 15 minutes.
Is JobCrawls safe to connect to Muse?
It was screened on October 28, 2026 with the result "screened, no issues found". Screening checks the domain against threat feeds and reads the tools for hidden instructions and requests for passwords or card numbers. It cannot see the server's code, so grant only the access you need.
What can JobCrawls do in Muse?
It exposes 4 tools, including search_jobs, list_job_filters, get_job_details, calculate_net_salary_finland. For example, you could ask Muse: "Find senior software engineer jobs in Helsinki and calculate what a 4500 euro gross salary leaves as take-home pay."
Follow JobCrawls
Made this app? Claim it or get a status badge
Is this yours?
This listing was added from public sources (Found in the official MCP Registry (com.jobcrawls/connector)). If you build JobCrawls, claim it to correct the details and get your badge.
Paste this on your site or README. It always shows the latest check.
<a href="https://musedirectory.ai/connector/jobcrawls"><img src="https://musedirectory.ai/badge/jobcrawls.svg" alt="JobCrawls on musedirectory.ai" width="236" height="40"></a>