Jobz for AI assistants
Use Jobz inside your AI
Connect Jobz to your AI assistant and score your résumé against any job — an honest 0–100 fit assessment with your strengths, the gaps to watch, and concrete ways to improve, in seconds. No account or login required.
What it does
Jobz exposes one tool, assess_job_fit. Give it a job description and your résumé (as text) and it returns a fit score from 0–100, your key strengths, the gaps that could hold you back, and suggestions to improve your chances. It only reads what you provide — it never changes or stores your data.
Connect it to Claude
- 1Open Claude → Customize → Connectors.
- 2Click + → Add custom connector and paste this URL:
https://candidate.jobzhr.com/api/mcp - 3Click Add — no login or credentials needed.
- 4In any chat, ask: “Use Jobz to assess my fit for this job: [paste the job description] — my résumé: [paste your résumé].”
Other assistants
- Claude Code / Cursor: run
claude mcp add jobz https://candidate.jobzhr.com/api/mcp - ChatGPT: a Jobz app with a visual fit-score card is on the way.
- Prefer no setup? Score a job on the web →
Privacy & data
Jobz processes only the job description and résumé you provide in the request, uses them to generate your fit assessment, and does not store them beyond serving the response. All traffic is encrypted (HTTPS). See our privacy policy.
Troubleshooting
- Jobz doesn’t appear / isn’t used:make sure the connector is toggled on for the conversation, and say “use the Jobz connector” explicitly. Custom connectors require a Claude account.
- “Couldn’t score this” or no result: ensure you pasted both the full job description and your résumé as text, then try again. Very long inputs are truncated — paste the most relevant sections.
- Connection fails when adding the URL: confirm the URL is exactly
https://candidate.jobzhr.com/api/mcp(HTTPS). No login or token is required. - Still stuck? You can always score a job on the web instead, or email us below.
Support
Questions or issues? Email hello@jobzhr.com.