ATS Jobs
https://ats-jobs-api.groundtruthtools.workers.dev/mcp ↗
Description
Open jobs read from a company's own careers system: Greenhouse, Ashby, Lever.
What our measurements say
ATS Jobs is a remote MCP server published at ats-jobs-api.groundtruthtools.workers.dev. It has been probed 6 times since 9/14/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 242 ms, placing it among the faster endpoints. It offers a narrow, focused set of 3 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Tool names directly indicate their functions (e.g., 'find_company_board' for identifying ATS systems).
- Descriptions explain use cases (e.g., 'list_open_jobs' returns structured job data).
- Parameters are clearly defined with required/optional flags and data types.
Weaknesses
- No explicit documentation of error scenarios or rate-limiting constraints.
- Some descriptions are overly verbose (e.g., 'find_company_board' explanation).
find_company_board— Description contains redundant technical details about API limitations.compare_companies— Parameter 'per_company' lacks clarification on its purpose (e.g., 'maximum jobs per company').
Verdict
Event narrative
Risk: low
- 2026-09-14T04:24:59.037Z — Initial measurement · Baseline for legacy era stability
- 2026-09-14T10:35:25.378Z — No value changes detected · Consistent performance in legacy era
Advice
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 127ms → warm 113ms (penalty 14ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
find_company_boardFind which applicant-tracking system a company's careers page runs on. Greenhouse, Ashby and Lever all publish open job board APIs, and all of them are unusable unless you already know the company's board name. None publishes a directory of its customers, and none could, since no vendor knows about the others. Use this first when you have a company name rather than a careers URL.
companystringrequiredlimitinteger
list_open_jobsEvery open job at one company, read from its own careers system. Returns title, department, location, employment type, workplace type, posted date, a parsed salary range where the employer publishes one, and a verify_url pointing at the employer's own advert. Salaries are refused rather than guessed: an hourly rate, an ambiguous currency, or bands in two currencies all yield no figure, and salary_text keeps whatever the employer wrote.
companystringrequiredlimitintegerinclude_descriptionboolean
compare_companiesOpen jobs across several companies at once, in one schema. This is the thing no single applicant-tracking system can do: each vendor only knows about its own customers. Companies on different systems come back with the same field names. One company failing does not lose the others.
companiesarrayrequiredper_companyinteger
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
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