market_insights

shallow

com.headcountlabs/jobs · Verify this server

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 week, pay transparency, posting age, employers hiring in the most states) plus a generic lookup of any metric (job count, pay 10th to 90th percentile, share showing pay, remote/hybrid/in-person shares, posting age, new postings, top employers) by one or two dimensions (title, place, company, seniority, employment type, remote), a breakdown that ranks one dimension, a negotiate question ("what salary should I ask for?" for a title, a place and an optional seniority) and a dimensions call that lists what can be asked. Cells with fewer than 30 jobs, and pay figures from fewer than 30 jobs with pay, are left out; every answer carries its sample size, as_of, a one-line method, the check result and search filters for search_jobs or count_jobs. Free.

100.0/100

1 trials · measured today

market_insights scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.headcountlabs/jobs, measured 20 Oct 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-20100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: market_insights
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market_insights — Vouch