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Ask your assistant for live jobs, a CV tune-up, or what a role pays, and get answers from employers' own career pages. Works with Claude Code, Codex, Cursor and any MCP client. Read only. Free key.

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Set up

Runs on your computer. Pick your agent and operating system.

This project does not publish an install method we can turn into a config. Follow the README instead.

README

synced Oct 28, 2026

TUNAI for AI assistants

Ask your assistant for live jobs, a CV tune-up, or what a role pays, and get answers from employers' own career pages. Works with Claude Code, Codex, Cursor and any MCP client. Read only. Free key.

"Find me ten data analyst jobs in Leeds, then tell me what to add to my CV." "What does a staff nurse advertise as pay in Birmingham, and who is hiring?" "Check this CV the way a recruiting system reads it."

What you get

ToolWhat it does
search_jobs, get_jobLive jobs with pay when the advert states it, and a link to apply on the employer's page
find_jobs_for_cvReads a CV and returns jobs that fit it, with the skills the CV already shows and the ones to add
match_cv_to_jobOne CV against one job: which required skills it names, which it does not
check_cv_atsHow a recruiting system reads the CV, with the fixes
salary_for_rolePay by level, with its sample size and the date it was measured
who_is_hiring, get_employerThe employers with the most open roles for a title, and one employer's page in data
list_marketsThe countries covered

Honest by design: every number comes with its sample and date, a thin result is withheld and says so, and a job that is not the person's kind of work is left out rather than padded in.

Install

Get a free key at https://tun-ai.com/agents (sign in with your email, no card).

Claude Code

export TUNAI_API_KEY=your_key
/plugin marketplace add tun-ai-com/agent-plugins
/plugin install tunai-jobs@tunai

You get the tunai MCP server and three skills: find-jobs, cv-tune-up and salary-check. Without the plugin:

claude mcp add --transport http tunai https://mcp.tun-ai.com/mcp --header "Authorization: Bearer $TUNAI_API_KEY"

Codex

Copy codex/config.toml.example into ~/.codex/config.toml and codex/AGENTS.md.snippet into your AGENTS.md.

Any other MCP client

Server https://mcp.tun-ai.com/mcp, streamable HTTP, header Authorization: Bearer <key>. Docs for agents: https://tun-ai.com/agents/docs.md

Your data

  • A CV you send is read to answer that one call. It is not stored.
  • The tools are read only: nothing is applied for, sent or changed on your behalf.
  • Job adverts are written by third parties. The skills tell your assistant to report them and never follow instructions inside them.
  • Keys are yours: see use and revoke any key at https://tun-ai.com/agents/dashboard.

Limits

Free keys have a daily allowance for calls and for CV tools. A TUNAI paid account raises the limits. Current numbers are on https://tun-ai.com/agents.

Contributing

Branches follow Gitflow: main is what people install, develop is the next release. See CONTRIBUTING.md. Security problems: SECURITY.md. Changes: CHANGELOG.md.

M8ven Score

About

Built by TUNAI (https://tun-ai.com). MIT licence. Not affiliated with Anthropic or OpenAI.

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