market_insights
shallowcom.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.
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
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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