ats-jobs-mcp

MCP server that gives an AI agent a daily-refreshed index of 350k+ open jobs from 12,000+ company career sites (Greenhouse, Lever, Ashby, SmartRecruiters, Recruitee, Personio). It calls the ATS Jobs Feed Apify Actor (pay per result, hard cost cap per call).

Tools

• search_jobs(keywords, country, remote_only, seniority, posted_within_days, limit)

• new_jobs_since(days, keywords, country, limit): what opened since yesterday

• company_hiring_signals(function, min_open_jobs, limit): who is hiring most this week

Related MCP server: io.github.groundtruthtools/ats-jobs-mcp

Install

# run directly from GitHub (no PyPI package is published yet)
uvx --from git+https://github.com/best-apis/ats-jobs-mcp ats-jobs-mcp
# or: pip install git+https://github.com/best-apis/ats-jobs-mcp

Claude Desktop / Cursor config:

{ "mcpServers": { "ats-jobs": { "command": "uvx", "args": ["--from", "git+https://github.com/best-apis/ats-jobs-mcp", "ats-jobs-mcp"], "env": { "APIFY_TOKEN": "<your token>" } } } }

Get a token from a free Apify account (Settings, API & integrations). ATS_JOBS_MAX_COST_USD (default 1.0) caps spend per tool call.

Note: the ats-jobs-mcp name on PyPI belongs to an unrelated project, so install from this repo as shown above.

Prefer no local install? Use the hosted Apify MCP server: https://mcp.apify.com?tools=best_apis/ats-jobs-feed.

MIT licensed. Data: public job-board endpoints; employers can request removal via the Actor's Issues tab.