# JobCrawls > Search open jobs in Finland, read a listing in full and work out Finnish take-home pay, with no account needed. JobCrawls' public MCP connector lets your agent search open jobs in Finland, plus remote roles open to people in Finland, read a listing in full and work out Finnish take-home pay, right in the conversation. It's read-only and needs no account. What you can do with it - Search open jobs by keyword and filters such as field, role, seniority, town or region, remote or on-site, skills, required languages and benefits, with a link to each posting - Find jobs that don't require Finnish, or see which employers and regions are hiring most for a role - Read one listing in full: description, requirements, benefits, salary, application deadline and the posting link - See how a stated salary compares with the pay band for similar jobs - Work out net pay from a gross salary, or the gross you need for a target take-home pay, with every tax and contribution and the employer's cost - Search in English, Finnish or Swedish How it connects Add https://www.jobcrawls.com/api/connector to your agent as a remote MCP server, with no authentication. JobCrawls documents setup for ChatGPT, Claude and other agents that support MCP. In Claude and ChatGPT, results can also show interactive cards for jobs and net pay. It also serves skills that teach agents Finnish job-search conventions, including CVs and cover letters. Where the jobs come from Listings come from JobCrawls' own crawler, JobCrawlsBot, which reads public job pages on employers' career sites, and from Job Market Finland (Työmarkkinatori), whose listings carry the attribution its terms require. By JobCrawls' own account, the crawler obeys robots.txt rules that name JobCrawlsBot, but not a wildcard block aimed at all crawlers. Good to know - The public connector allows 60 tool calls an hour per address, in bursts of up to 10. - Some salaries are JobCrawls' market-based estimates rather than the employer's figure, and are labelled as estimates. - Net pay is an estimate from the current year's official Finnish tax parameters, not tax advice. - Individual listings aren't licensed for redistribution; aggregate figures can be reused with a link to JobCrawls. - JobCrawls also offers a separate account connector, with a personal key, for saving jobs, tracking applications, alerts and tailored CVs. - Type: Plugin - Made by: Jobcrawls - Category: HR & recruiting - Formats: Remote MCP - Version: 1.0.0 - Website: https://www.jobcrawls.com/connector - Page: https://pluginboard.ai/plugins/jobcrawls ## Works with - ChatGPT - Claude - Muse - Grok Bot - Gemini - Grok - GitHub Copilot - Cursor - Claude Code - Codex - Antigravity - Gemini CLI - Replit - OpenClaw - OpenCode - Hermes Agent ## Install ### ChatGPT In ChatGPT on the web: Plugins → + → Add custom MCP server, then paste https://www.jobcrawls.com/api/connector under Connection. Business and Enterprise plans; Pro can add read-only servers. ### Claude In Claude (web or desktop): Customize → Connectors → Add custom connector, then paste https://www.jobcrawls.com/api/connector ### Muse In Muse: In a Muse chat, ask it to create a custom connector for the MCP server at https://www.jobcrawls.com/api/connector. Then tap Connect on the card it shows and sign in, or add your key. ### Grok Bot In Grok Bot: In a chat with your Bot, say "Add this MCP server: https://www.jobcrawls.com/api/connector". It confirms the details with you and sets it up, and the tools are ready from your next message. ### Gemini In Gemini: At gemini.google.com: Settings → Connected Apps → Add a custom app, then paste https://www.jobcrawls.com/api/connector ### Grok In Grok on the web: At grok.com/connectors: New Connector → Custom, then enter https://www.jobcrawls.com/api/connector and sign in if it asks. ### GitHub Copilot Add to VS Code: vscode:mcp/install?%7B%22name%22%3A%22jobcrawls%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fwww.jobcrawls.com%2Fapi%2Fconnector%22%7D Copilot CLI: ```shell copilot mcp add --transport http jobcrawls https://www.jobcrawls.com/api/connector ``` ### Cursor Add to Cursor: cursor://anysphere.cursor-deeplink/mcp/install?name=jobcrawls&config=eyJ1cmwiOiJodHRwczovL3d3dy5qb2JjcmF3bHMuY29tL2FwaS9jb25uZWN0b3IifQ%3D%3D Add to .cursor/mcp.json: ```json { "mcpServers": { "jobcrawls": { "url": "https://www.jobcrawls.com/api/connector" } } } ``` ### Claude Code Run in your terminal: ```shell claude mcp add --transport http jobcrawls https://www.jobcrawls.com/api/connector ``` ### Codex Run in your terminal: ```shell codex mcp add jobcrawls --url https://www.jobcrawls.com/api/connector ``` ### Antigravity Add to ~/.gemini/config/mcp_config.json: ```json { "mcpServers": { "jobcrawls": { "url": "https://www.jobcrawls.com/api/connector" } } } ``` ### Gemini CLI Run in your terminal: ```shell gemini mcp add --transport http jobcrawls https://www.jobcrawls.com/api/connector ``` ### Replit In Replit: At replit.com/integrations, open MCP Servers → + Add MCP server, paste https://www.jobcrawls.com/api/connector (add any headers under Advanced settings), then click Test & save. ### OpenClaw Run in your terminal: ```shell openclaw mcp add jobcrawls --url https://www.jobcrawls.com/api/connector --transport streamable-http ``` If it needs a key or sign-in: For https://www.jobcrawls.com/api/connector, add --header NAME=value for each header it needs, or --auth oauth and then run openclaw mcp login jobcrawls. ### OpenCode Run in your terminal: ```shell opencode mcp add jobcrawls --url https://www.jobcrawls.com/api/connector ``` If it needs a key: For https://www.jobcrawls.com/api/connector, add --header 'NAME=value' for each header it needs. Add --global to use it in every project. ### Hermes Agent Run in your terminal: ```shell hermes mcp add jobcrawls --url https://www.jobcrawls.com/api/connector ``` Add to ~/.hermes/config.yaml: ```json { "mcp_servers": { "jobcrawls": { "url": "https://www.jobcrawls.com/api/connector" } } } ``` If it signs in with OAuth: If https://www.jobcrawls.com/api/connector asks you to sign in, add --auth oauth to the command, or auth: oauth to its entry. --- From Pluginboard (https://pluginboard.ai).