Headcount Labs

Reviewed 42m ago.

tools

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• search_docs

  Ask a question about Headcount Labs (filters, limits, MCP setup, errors) and get the best-matching sections of the headcountlabs.com docs, each with its URL. Free, and works without an account.

• search_jobs

  Search current job postings by keyword, title, company, place, pay, date and more. No account needed. Call list_fields (free) to find the filter names. Country and employment_type accept comma-separated values or arrays and match any listed value. Pages return up to 25 jobs (limit, default 10); pass next_cursor as cursor to see the next page. One search shows up to 100 jobs in total, so narrow it with filters to find the right ones; count_jobs tells you how many jobs match without listing them. sort is relevance (best match) or updated (most recently updated). Each job has its employer, title, locations, pay with its period, dates, and the posting link in postings[].posting_url and postings[].application_url. Use fields to select top-level job properties; job_id is always included. Each job's description is cut to its first 400 characters (description_truncated: true); pass descriptions: "full" for the whole text of every job, or call get_job for one job. For job titles, title matches

• get_job

  Get a job by its job_id, including every linked posting and its links. No account needed. Use fields to select top-level job properties; job_id is always included.

• count_jobs

  Count the current jobs matching the filters, without listing them. No account needed. To answer "which companies are hiring for X", pass group_by: "employer": the answer then also has employers (the top 25 by number of matching jobs, each with employer_name, company_id and jobs), employers_from_jobs (how many matching jobs were grouped, at most 1,000, taken in the default list order), employers_sampled (true when more jobs matched than were grouped, so the counts are from a sample) and employers_unknown_jobs (grouped jobs with no known employer name).

• list_fields

  Find the search_jobs filters and the job fields that match some keywords, with each one's type and a short description. Pass words such as ["pay", "remote"]; no keywords lists everything. kind is filter (pass it in search_jobs filters) or field (a property of each returned job; postings[].x is a property of each linked posting). A field state is an object whose state says whether the source published the value (known), Atlas derived it, the source omitted it, or extraction failed. Free.