Connect Claude & ChatGPT Directly to Jobbs
Use the open Model Context Protocol (MCP) or our OpenAPI 3.0 specification to search live jobs, scrape verified listings, and submit applications directly inside Claude Desktop, Cursor, or ChatGPT.
Claude Desktop / Cursor (MCP)
Local stdio or remote HTTP connection
Add Jobbs to your claude_desktop_config.json:
{
"mcpServers": {
"jobbs": {
"command": "npx",
"args": ["-y", "jobbs-mcp"]
}
}
}Remote HTTP Endpoint:
https://jobbs.in/api/mcpChatGPT (Custom GPT Actions)
1-Click OpenAPI 3.0 Action Import
Create a Custom GPT in ChatGPT, click Create new action, and import from URL:
https://jobbs.in/api/openapi.jsonChatGPT automatically detects searchJobs, getJobDetails, and applyForJob.
Native AI Agent Tools
Tools automatically made available to Claude Desktop, Cursor, and ChatGPT:
search_jobsReadSearch active jobs by keyword, role, category, city/hub, or experience tier. Returns structured JSON with live application URLs.
get_job_detailsReadRetrieves complete job requirements, employer background, exact salary range, and eligibility details.
apply_for_jobWrite (Protected)Stages an application and dispatches a 6-digit verification code to the candidate's phone/email to prevent impersonation.
confirm_applicationVerifyValidates the 6-digit confirmation code and delivers the candidate profile directly to the employer's dashboard.
Developer & AI Integration FAQs
What is the Model Context Protocol (MCP) on Jobbs?
MCP is an open standard created by Anthropic that allows AI assistants like Claude Desktop, Cursor, and Zed to interact directly with live databases. Jobbs provides an official MCP server enabling AI to search jobs, fetch specifications, and submit applications.
How do you prevent unauthorized job applications using someone else's name?
Jobbs implements a two-step conversational verification flow. When an AI initiates an application, Jobbs generates a 6-digit confirmation OTP sent directly to the candidate's email or WhatsApp. The application is only delivered to the employer once the candidate confirms the code.
What are the rate limits for scraping and querying Jobbs via AI?
Search and detail endpoints allow 60 requests per minute per IP address. Job applications are capped at 5 per hour per email/IP to protect employers from automated bot spam while keeping the platform open for legitimate job seekers.
Can I use this with ChatGPT instead of Claude?
Yes! Jobbs exposes an official OpenAPI 3.0 specification at https://jobbs.in/api/openapi.json. You can import this URL into any ChatGPT Custom GPT Action in less than 30 seconds.