Hiringindex Mcp

io.github.starnikovoleg由 GitHub 帳號 starnikovoleg 發布v0.1.1更新於 Oct 27, 2026

Search live job postings, aggregate any market slice, and see how long each listing has been open.

概覽

AI 產生的概覽

搜尋即時職缺,依薪資與需求彙整某個市場切片,並回報每筆職缺已開放多久。

可以做什麼
  • 依職稱、關鍵字、城市、國家、公司、工作型態、ATS 看板、薪資範圍與刊登時間搜尋職缺,支援分頁
  • 依職缺 id 取得完整職缺內容
  • 將某個市場切片彙整為薪資與需求洞察
  • 產生職缺年齡報告:中位年齡、本週刊登占比、超過六十天仍開缺的占比
  • 預設以 Markdown 表格輸出,也可要求原始 JSON
適用情境
適合讓助理調查某個職務、城市或雇主的招募需求,比較某個市場切片的公開薪資,或判斷職缺是新刊登還是長期掛著。它處理的是整體市場問題,而非解析單一網址的刊登日期。
執行需求
透過 npx 以 stdio 在本機執行,需要 Node 18 以上版本。需在 HIRINGINDEX_API_KEY 提供 API 金鑰(也接受 RAPIDAPI_KEY),可從免費 BASIC 方案取得,該方案有每月職缺與洞察額度。需要能連線至市集主機;HIRINGINDEX_API_BASE 可直接指向後端,HIRINGINDEX_TIMEOUT_MS 設定請求逾時。
安裝前請注意
API 金鑰屬機密資訊,透過環境變數傳入,並在每次查詢時送往市集主機。請求會計入方案額度,大量使用可能用盡免費額度或在付費方案產生費用。設定 HIRINGINDEX_API_BASE 會以另一種請求標頭把金鑰送往其他端點。此伺服器只讀取職缺資料,不會寫入或變更任何內容。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Hiringindex Mcp,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。

其他 MCP 客戶端

參照 儲存庫 中的啟動說明。

README

hiringindex-mcp

MCP server over live job postings. Search roles, aggregate a market slice, and see how long each listing has been sitting open.

Zero dependencies, Node ≥ 18, stdio transport.

Install

bash
npx -y hiringindex-mcp

Get a key first — it is free. The BASIC plan is $0 a month for 200 job postings and 5 insights: subscribe at https://rapidapi.com/starnikovoleg/api/hiringindex/pricing and put the key in HIRINGINDEX_API_KEY below.

Claude Desktop / Claude Code:

json
{  "mcpServers": {    "hiringindex": {      "command": "npx",      "args": ["-y", "hiringindex-mcp"],      "env": { "HIRINGINDEX_API_KEY": "your-key" }    }  }}

Tools

ToolWhat it answers
search_jobs"Show me Python data roles in Amsterdam paying over 80k"
job_market_insights"What does a data engineer earn in Berlin, and who is hiring?"
posting_age_report"Are these listings fresh, or have they been open for months?"
get_job"Give me the full posting for this id"

posting_age_report reports median age, the share posted this week and the share still open after sixty days — the most commonly cited signal that a role is not being actively filled. It reports the numbers; it does not pretend to know the employer's intent.

Where this sits against what exists. A free tool, whenthisjobwasposted.com, resolves the real posting date for one URL at a time and has an MCP server of its own. If that is what you need, use it — it costs nothing. This tool answers a different question: the age distribution of an entire slice of the market, computed alongside pay and demand for the same cohort. One is a lookup, the other is an aggregate.

All four take the same filter shape, so a slice defined once can be searched, aggregated and aged without rewriting the query.

Filters

Exactly what the live index can apply (checked against the marketplace listing on 2026-09-07, board_handle added 2026-09-08). Anything else is not a filter, and the tool schemas are closed so a model cannot invent one.

FieldMeaningNotes
titlesjob titles to matchterms shorter than 3 characters are rejected by the index
keywordsterms mentioned anywhere in the posting (title or description)any keyword matches; since 2026-09-08 — before that, title only
citycity as employers write it"Berlin", "New York", "Bengaluru"
countryISO 3166-1 alpha-2 code or an English name"US", "Germany"; names are mapped to codes locally
work_arrangementRemote / In Personhybrid is not a separate filter upstream
companyone employer by name
board_handleone ATS board by its handletake it from the handle field of a posting: "EndeavorITSolution", "walmart:wd504:WalmartExternal"
salary_min / salary_maxadvertised salary boundsonly postings that disclose a salary match
posted_within_dayspublished in the last N days
page / limitpaging, limit up to 100search_jobs only

Not offered here although the index accepts them: seniority and employment_type — their values are raw vendor strings ("Mid-Senior Level", "FullTime"), so a model would guess spellings and silently get an empty slice; the aggregates still report both as employers write them. Not available upstream at all: region or state, industry.

Configuration

VariableDefaultMeaning
HIRINGINDEX_API_KEY—required; also accepts RAPIDAPI_KEY. Free BASIC plan: https://rapidapi.com/starnikovoleg/api/hiringindex/pricing
HIRINGINDEX_HOSThiringindex.p.rapidapi.commarketplace host
HIRINGINDEX_API_BASE—set this to call our backend directly instead of the marketplace
HIRINGINDEX_TIMEOUT_MS30000request timeout

Setting HIRINGINDEX_API_BASE switches auth from x-rapidapi-key to x-api-key and skips the marketplace entirely.

Why the handshake is local

The tools call REST endpoints directly instead of proxying a remote /mcp. The marketplace meters every request against the declared path, initialize and tools/list included. Going through this package, the handshake never leaves the machine and only real queries cost anything.

Output

Markdown by default — repeated fields render as tables, which costs fewer tokens than a labelled list and stays readable for a human. Pass format: "json" on any tool for the raw response.

Development

bash
npm test          # 16 protocol checks, no key neededHIRINGINDEX_API_KEY=... npm test   # 17 — adds live calls through the marketplace

The test drives the server the way a real client does: writes JSON-RPC to stdin, reads from stdout.

Before publishing

  1. Smoke test with a real key: done 2026-09-07 through the marketplace, 17/17 (search, insights, age report, single posting). Re-run before every publish.
  2. git init and add repository to package.json.
  3. The marketplace host is final (hiringindex.p.rapidapi.com, listing public since 2026-09-07), so the default in config.js will not need a major bump.
  4. Submit to the official MCP registry (no gatekeeper), then Docker MCP Registry and the Cline marketplace.

Note on the registry listing

Across 115 job-related servers in the official registry, the description is the only thing a browsing user reads, and the ones that get installed are narrow: a country, an industry, a single job family. "Job search with AI" is indistinguishable from a dozen others. Lead with the number, the source and the tool list — and with the age angle, which nobody else has taken.

來源:README.md,提交 586146d

工具

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版本歷史

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  1. v0.1.1最新Sep 16, 2026

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