Jobless FAQs

Question 1

What tools does Jobless provide within my AI assistant?

Accepted Answer

Jobless offers three core tools: `get_best_matches` for daily personalized job rankings, `get_job` for full details on specific roles, and `get_profile_status` to check your usage and resume state.

Question 2

What is Jobless and how does it work?

Accepted Answer

Jobless integrates a personalized job search directly into AI assistants and IDEs (like Claude, Cursor, VS Code). It matches and ranks jobs against your actual resume and skills, moving beyond simple keyword searches for highly relevant results.

Question 3

How does Jobless ensure my job matches are relevant?

Accepted Answer

Instead of keyword filtering, Jobless leverages advanced AI to rank 10,000+ daily indexed jobs directly against your resume's skills, role fit, and seniority, providing personalized matches with detailed scores.

Question 4

Can I keep my API key and resume data private?

Accepted Answer

Yes, Jobless offers a local installation option (`pip install jobless-mcp`). In this 'privacy mode,' your API key and resume data are processed locally on your machine and never sent to remote Jobless servers.

Question 5

Which AI assistants and IDEs does Jobless support?

Accepted Answer

Jobless offers seamless integration with popular platforms including Claude Code/Desktop, Cursor, VS Code, Gemini CLI, Windsurf, Zed, and any client supporting the Model Context Protocol (MCP).

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