Find jobs in Finland with ChatGPT or Claude

JobCrawls publishes a free, public connector at jobcrawls.com/api/connector that any MCP-compatible AI assistant, including Claude and ChatGPT, can use to search real, currently open jobs in Finland. It's read-only: it can look things up, but it can't apply for anything or change your account. There are four tools behind it.

Results render as inline cards in the chat, the same brand-rail job cards used on jobcrawls.com, with the net-salary result shown as the site's "tax iceberg" scene. Every job card links back to the individual posting so you can read more or apply. See the developer docs for the full parameter reference.

The connector matches whatever language you write in. These are grouped by what you're trying to do, in English, Finnish and Swedish.

Find jobs

Narrow it down

Read one posting

Net salary

The connector receives only what a given request needs: the search terms, filters, listing id, or salary inputs for that one call. It does not receive your chat history, files, or memory, and it doesn't require an account. JobCrawls keeps short-lived operational logs of connector requests and nothing more. Full details are in the AI assistant (connector) access section of the privacy policy, and the technical reference is at jobcrawls.com/connector.

The connector doesn't appear in the assistant

Remove it and add it again, double-checking the URL is exactly https://www.jobcrawls.com/api/connector with no trailing slash or typo.

Results appear as plain text instead of cards

On first use, both Claude and ChatGPT ask you to approve the app for that specific chat. Accept the prompt, then re-run the search.

Results come back in the wrong language

Write the prompt itself in the language you want, or say "in Finnish" or "in Swedish" explicitly. Each locale is a separate, fully localized index.

Is the JobCrawls connector for Claude and ChatGPT free?

Yes. Search, job details and the net-salary calculator are free and read-only, with no login and no API key. It queries the same public job index that powers jobcrawls.com and nothing else on your account.

How do I add the JobCrawls connector to Claude?

In claude.ai or Claude Desktop, go to Settings, then Connectors, then Add custom connector, and enter https://www.jobcrawls.com/api/connector with authentication left empty. In Claude Code, run claude mcp add --transport http jobcrawls https://www.jobcrawls.com/api/connector.

How do I add it to ChatGPT?

Open Settings, then Apps and connectors, enable Developer mode under Advanced settings, choose Create, paste https://www.jobcrawls.com/api/connector as the server URL, and set authentication to None.

Can I search in Finnish or Swedish, not just English?

Yes. Write your prompt in the language you want results in, or say "in Finnish" or "in Swedish" explicitly. Finnish-market listings are most complete under the Finnish locale, so ask in Finnish for the widest coverage.

Does the connector see my chat history or files?

No. It only receives the specific search terms, filters, listing id or salary inputs needed for that one request, never your broader conversation, files or memory. See the privacy section above for details.

The connector doesn't show results as cards. What's wrong?

On first use, Claude and ChatGPT ask you to approve the connector for that chat; accept the prompt and try again. If it still returns plain text instead of cards, remove and re-add the connector, and confirm the server URL is exactly https://www.jobcrawls.com/api/connector.

Tax iceberg: what's really left of your salary breaks down the same net-salary calculation the connector uses, with the full visual.

Finland's job-search obligation, explained covers what counts as a genuine job-search action if you're on unemployment benefits.