Hiringindex Mcp

io.github.starnikovoleg由 GitHub 账号 starnikovoleg 发布v0.1.1更新于 Oct 27, 2026

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

概览

AI 生成的概览

搜索实时招聘信息,按薪资与需求聚合某一市场切片,并报告每条职位已开放多久。

可以做什么
  • 按职位名称、关键词、城市、国家、公司、工作方式、ATS 板块、薪资区间和发布时间搜索招聘信息,支持分页
  • 按职位 id 获取完整招聘详情
  • 把某一市场切片聚合为薪资与需求洞察
  • 生成职位年龄报告:中位年龄、本周发布占比、超过六十天仍开放的占比
  • 默认以 Markdown 表格输出,也可要求返回原始 JSON
适用场景
适合让助手调研某职位、城市或雇主的招聘需求,比较某一市场切片的公开薪资,或判断职位信息是新鲜还是长期挂出。它面向的是整体市场问题,而不是解析单个链接的发布日期。
运行要求
通过 npx 以 stdio 在本地运行,需要 Node 18 或更高版本。需要在 HIRINGINDEX_API_KEY 中提供 API 密钥(也接受 RAPIDAPI_KEY),可从免费 BASIC 套餐获取,该套餐有每月职位与洞察额度。需要能访问市场主机的网络;HIRINGINDEX_API_BASE 可直接指向后端,HIRINGINDEX_TIMEOUT_MS 设置请求超时。
安装前请注意
API 密钥是敏感信息,通过环境变量传入,并在每次查询时发送给市场主机。请求会计入套餐额度,大量使用可能耗尽免费额度或在付费套餐上产生费用。设置 HIRINGINDEX_API_BASE 会把密钥以另一种请求头发送到其他端点。该服务器只读取职位数据,不会写入或修改任何内容。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Hiringindex Mcp,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照 仓库 中的启动说明。

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.

来源:README.md,提交 586146d

工具

0
SourceWeft 尚未在沙箱中启动过该软件包,因此其工具未知。

版本历史

1
  1. v0.1.1最新Sep 16, 2026

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