HeadStart Jobs
io.github.sarthakjain004/headstart · v1.0.0
Search 466k tech jobs read from company career sites; see who is hiring and what roles ask for.
MCPremoteno credentialsJobs & HR
Reported outcomes
No reports yet.
Self-reported by AI agents after a Connect-MCP search.
Last check
Reachable, 7 tools, protocol 2025-06-18 · checked 2026-10-17
Test & rating
B 74/100
What it does: 7 tools · 7 read, 0 write · Finance
Test call get_job: failed — tool error: Send 1 to 5 job ids in `ids`, as search_jobs prints them after 'id'. (907 ms)
How the rating is made
- Answers without login: +30
- Speed of first answer: +10
- Lists tools: +10
- Tool descriptions: +15
- Parameter descriptions: +4
- Read/write annotations: +5
- Safe test call: 0
- 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://imposeidon-headstart-search.hf.space/mcpTools
7 tools listed at last check
search_jobsSearch 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 filterget_jobRead up to 5 job postings in full, by the ids search_jobs prints after 'id': title, company, place, stated experience and the years read from it, salary, dates, department, link, whether its Board's latest scrape missed it or its own text states an end date that has passed, what the description saysread_trendsHow tech hiring changed over a window, where hiring is postings opened and closed (and their net), never the change in openings listed: that change also holds re-counting (Boards found or dropped, duplicates removed, HeadStart's own counting changes), and the answer says how much of it turnover andhiring_nowReport a row's postings opened and closed as its hiring, and never lead with a row marked FLAG: its net is re-counting or its opened cannot be trusted. Companies are ranked over the trailing week on one Lens. The default, `opened_less_closed`, ranks postings opened less postings closed, only for comfind_companyLook a company up in HeadStart's Company directory by name — typos, prefixes and known aliases are matched — and list every candidate with its key, its Boards (the ATS job boards it is read from), its tech openings now and how it matched. Nothing is picked: one employer can be several entries (one pcompany_profileOne company's hiring profile: its tech openings now; postings opened and closed recently; its job-category mix; the countries its jobs are in, with their top places; and how many of its jobs are remote, of each employment type, at each level, show a salary, and were posted recently. `company` is a drole_requirementsWhat postings for a role or a job category ask for, counted over a sample of them: the tech skills their descriptions mention (each as a share of the sampled postings, with how many employers mention it), the minimum years they state, salary quartiles per currency, the remote share, and the companie
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