search_jobs

shallow

io.github.sarthakjain004/headstart · Verify this server

Search HeadStart's tech job index: `query` describes only the role ('backend engineer at a climate startup'); years, pay, place, company, employment type and dates go in their own fields, never in `query`. `query` ranks jobs by similarity but never narrows them: the total counts every job the filters allow, and less similar rows follow the close ones. To require a word (a language, 'ML', a title word), use `keyword`: each word must start a word, and a quoted phrase keeps its words together. In descriptions it can match only jobs with a stored description, and the answer says how many have one. For visa sponsorship or relocation use `work_authorization`, never `keyword`: a description that mentions sponsorship usually refuses it. Omit `query` to list the newest jobs that match the filters; `similar_to` a job id ranks by that job instead. With a `query`, `sort` orders only its closest matches (similarity 0.67+) — for a global order (the highest salary or newest anywhere) omit `query` and narrow with `keyword` and the filters. `company` matches as the site's company box does (any company name containing the text); beside `category` it needs a directory company: a key such as 'greenhouse:stripe', or an exact name. When `company` matched as text, tell the user so, since it also takes in any other employer whose name contains that text. `sort` salary orders by the low end of each stated range; without a currency it is ordered in USD. Jobs HeadStart's classifier is confident are not tech (a cashier, a process engineer) are left out unless `include_non_tech` is true; the answer says how many. Postings over `max_age_days` old (365 unless sent) are left out; totals count every other job the index serves, so they run higher than read_trends', which counts only jobs its classifier places in a tech category. Returns the total, one page of jobs with their ids, links and ages, and — when nothing matches — the filter costing the most.

100.0/100

1 trials · measured today

search_jobs scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.sarthakjain004/headstart, 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: search_jobs
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search_jobs — Vouch