Headcount Labs

com.headcountlabs/jobs · v1.1.0

Search, count and read open job postings from career sites and job boards, with source links.

MCPremoteno credentialsJobs & HRReal estate

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 6 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

A 92/100

What it does: 6 tools · 6 read, 0 write · E-commerce

Test call list_fields: worked (1,027 ms)

How the rating is made

Answers without login: +30
Speed of first answer: +10
Lists tools: +10
Tool descriptions: +15
Parameter descriptions: +2
Read/write annotations: +5
Safe test call: +20
More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL

https://api.headcountlabs.com/mcp/public

Tools

6 tools listed at last check

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
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
market_insights Answer job-market questions from a precomputed snapshot of current US jobs, rebuilt after each full pass over the job boards and checked by recomputing sample answers a second way. Ten ready-made questions (top employers, pay, remote share, top metros, jobs by state, top roles, new postings this wee
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 pro

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