Ats Boards

io.github.pipeworx-iov0.1.0更新於 Oct 9, 2026

ATS Boards MCP — public job-board postings across eight applicant-tracking

已驗證Streamable HTTP可網頁執行Web Search & ScrapingProductivity & Workflow

概覽

AI 產生的概覽

讀取八個招募系統(ATS)的公開職缺,並辨識某家公司使用哪個 ATS。

功能
無需金鑰即可存取 Greenhouse、Lever、Ashby、SmartRecruiters、Recruitee、BambooHR、Workday 與 Workable 的公開職缺看板資料。工具可辨識某家公司招募頁面所用的 ATS 及其 board token,回傳指定看板的標準化職缺清單,把辨識與查詢合併為一次呼叫,並將目前職缺與已儲存的快照做差異比對。它能區分「看板不存在」與「看板存在但目前沒有職缺」,但 SmartRecruiters 無法區分,會標記為 ambiguous。
適用情境
適合助理查詢某家公司的在招職缺、比較不同公司的招募動態,或長期追蹤新發布的職缺,且不需向各供應商註冊帳號。它讀取的是瀏覽器可見的公開看板資料,而非呼叫者自己的私有招募資料。
執行需求
透過 streamable HTTP 連線的遠端 MCP 端點;存取公開看板資料不需帳號、API 金鑰或註冊。也提供本機 stdio 版本,以 npm 套件形式透過 npx 執行,需要 Node.js。需要能連線至閘道及八個 ATS 看板 API 的網路。
安裝前請注意
僅對公開招募頁面做唯讀查詢,不要求任何憑證。Workable 目前被 Cloudflare 從該平台邊緣節點封鎖,相關呼叫會拋出錯誤而非回傳空看板。閘道端點還會列出共用的 Pipeworx 中繼工具,會為連線增加額外的工具 schema。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Ats Boards,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。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "ats-boards": {
      "type": "http",
      "url": "https://gateway.pipeworx.io/ats-boards/mcp"
    }
  }
}

README

@pipeworx/ats-boards

Public job-board postings across eight applicant-tracking systems (Greenhouse, Lever, Ashby, SmartRecruiters, Recruitee, BambooHR, Workday, Workable) — detect which ATS a company publishes its careers page on, then read any company's open roles without a key. This is NOT the greenhouse/ashby packs, which read the caller's OWN private hiring data with their own API key; this pack reads the same public board any browser can see, for any company.

Part of Pipeworx — an MCP gateway connecting AI agents to 1743+ live data sources. This is an independent, unofficial integration — not affiliated with, endorsed by, or published by the upstream provider.

Tools

  • ats_detect(domain | careers_url) — find which ATS a company uses and its board token, by scraping the careers page for an ATS link and, failing that, slug-probing the domain name against each board API. Persists the discovery so a repeat lookup for the same domain is instant.
  • ats_jobs(ats, board_token, filters?) — normalized job postings for a board you already have ats + board_token for. Distinguishes an unknown board (found:false, reason:"board_not_found") from a real board with zero current postings (found:true, jobs:[]) for every ATS except SmartRecruiters, which cannot tell them apart (see below) — that case is marked ambiguous:true instead of guessing.
  • ats_company_jobs(domain, filters?) — ats_detect + ats_jobs in one call.
  • ats_new_postings(ats, board_token, since?) — diffs current postings against the last snapshot taken for that board. The first call for a board has no prior snapshot, so it returns every current posting as new (snapshot_bootstrap:true) instead of a misleadingly empty diff.

Auth

Keyless. Every endpoint below is the same public board data a browser sees on a company's own careers page — no account, token or registration on any of the eight ATS vendors.

The one exception is Workable: its public widget is currently blocked by Cloudflare from this platform's edge (see "Data sources" below) — not an auth wall, a transport failure. ats_jobs/ats_company_jobs throw a loud error naming the HTTP 429 and Cloudflare's block when asked for ats:"workable", rather than returning an empty result.

Data sources

  • https://boards-api.greenhouse.io/v1/boards/{board_token}/jobs?content=true — Greenhouse's public board API.
  • https://api.lever.co/v0/postings/{board_token}?mode=json (https://api.eu.lever.co/... for filters.region:"eu") — Lever's public postings API.
  • https://api.ashbyhq.com/posting-api/job-board/{board_token}?includeCompensation=true — Ashby's public job-board API (officially documented, includes comp bands where the employer publishes them).
  • https://api.smartrecruiters.com/v1/companies/{board_token}/postings — SmartRecruiters' public postings API.
  • https://{board_token}.recruitee.com/api/offers/ — Recruitee's public offers API.
  • https://{board_token}.bamboohr.com/careers/list — BambooHR's public careers-widget endpoint.
  • https://{tenant}.wd{N}.myworkdayjobs.com/wday/cxs/{tenant}/{site}/jobs (POST) — Workday's public CXS jobs search. board_token encodes all three path parts as "{tenant}.wd{N}/{site}", e.g. "workday.wd5/Workday" (read the tenant/wd-number/site straight off the company's own myworkdayjobs.com careers URL).
  • https://apply.workable.com/api/v1/widget/accounts/{board_token} — Workable's public widget API. Currently unreachable from this platform's edge, confirmed live via a throwaway wrangler dev --remote Worker on Pipeworx's production Cloudflare account: every one of 5+ attempts (two endpoint shapes — the v1 widget and the v3 /api/v3/accounts/{account}/jobs, with and without an Accept header, against several real account names, several minutes apart) returned HTTP 429 with Content-Type: text/plain and body error code: 1015 — Cloudflare's OWN bot-mitigation, not a Workable application response. That reads as apply.workable.com's Cloudflare WAF specifically rate-limiting Cloudflare-Worker-to-Cloudflare traffic. The adapter is implemented per Workable's documented widget shape and is ready the moment this changes; until then every live call throws loud, naming the 429, rather than returning an empty board.

The silent-zero shape, per ATS (each measured live, not assumed from docs)

Each ATS answers "no such board" differently, and three don't distinguish it from "real board, zero jobs right now" at all:

ATSUnknown boardReal board, zero jobs
GreenhouseHTTP 404 JSON {"status":404,"error":"Job not found"}HTTP 200 {"jobs":[]}
LeverHTTP 404 JSON {"ok":false,"error":"Document not found"}HTTP 200 [] (confirmed live: api.lever.co/v0/postings/lever)
AshbyHTTP 404, plain text "Not Found" (not JSON)HTTP 200 JSON {"jobs":[],"apiVersion":"1"} (confirmed live: vercel, deel, mercury)
SmartRecruitersSame shape as "zero jobs" — cannot tell them apart. Both return HTTP 200 {"totalFound":0,"content":[]}Same as unknown; this pack marks ambiguous:true rather than guessing
RecruiteeHTTP 404 JSON {"error":"Not Found"}Not independently confirmed live (not found within this build's time budget); expected HTTP 200 {"offers":[]} by analogy with every sibling ATS's 200-success-empty-array convention
BambooHRHTTP 200 (not 404!), Content-Type: text/html — BambooHR's own marketing homepage, byte-identical across different nonsense subdomains (a wildcard catch-all, not a per-company 404)HTTP 200 JSON {"meta":{"totalCount":0},"result":[]} (confirmed live: helpscout, pantheon)
WorkdayHTTP 404 JSON {"errorCode":"S21",...,"message":"not found: Job_Posting_Site_ID=..."}Not independently confirmed (every real tenant found had jobs); limit over 20 is HTTP 400, not an empty page; offset past 10,000 returns HTTP 200 with the SAME page as offset:0 rather than erroring — this pack reports capped:true when either cap is hit
WorkableBlocked (HTTP 429, Cloudflare) before any board-shaped answer is reachable from this platform—

Treating any non-200 as "zero jobs," or SmartRecruiters' totalFound:0 as a confirmed empty board, is the exact silent-zero failure this pack exists to avoid — see the header comment in src/index.ts for the full edge-probe evidence (status/length/first-400-bytes) behind every row above.

Persistence (KV, not module scope)

The gateway injects its shared KV namespace as _cacheKv (injectCacheKv in pack-manifest.json), used for three things, each dated and each degrading cleanly to a live fetch if the binding is absent:

  1. A whole-board job-list cache, ~3h TTL — "poll each board no more than every few hours."
  2. The domain -> {ats, board_token} discovery index ats_detect writes — "the index grows with use."
  3. The job-key snapshot ats_new_postings diffs against.

Quick Start

Add to your MCP client (Claude Desktop, Cursor, Windsurf, etc.):

json
{  "mcpServers": {    "ats-boards": {      "url": "https://gateway.pipeworx.io/ats-boards/mcp"    }  }}

What this endpoint actually serves

tools/list at https://gateway.pipeworx.io/ats-boards/mcp returns the tools in the table above plus the shared Pipeworx meta-tools — ask_pipeworx, discover_tools, search_within, remember/recall and the rest of the gateway-wide set. So the tool count you see is larger than this table: a single-pack endpoint currently lists roughly 30 shared tools alongside the pack's own. The connection's initialize response states its exact scope, and is the authoritative answer for a given day.

This is deliberate, not multiplexing by accident. The meta-tools are what let a scoped connection answer a question this pack does not cover — via ask_pipeworx, which routes across the whole catalog — without you adding a second MCP server. There is currently no way to mount a pack endpoint without them; if the extra schemas cost you more context than the routing is worth, connect to the full gateway once rather than to several pack endpoints.

Or connect to the full Pipeworx gateway to get every pack's tools listed directly, instead of just this one's:

json
{  "mcpServers": {    "pipeworx": {      "url": "https://gateway.pipeworx.io/mcp"    }  }}

Both URLs reach the same gateway and the same 1743+ data sources. The only difference is which pack's tools are listed directly; ask_pipeworx reaches all of them from either one.

No MCP client? Call it over HTTP

bash
curl -X POST https://gateway.pipeworx.io/v1/tools/ats_detect \  -H 'Content-Type: application/json' \  -d '{"domain":"ramp.com"}'

No account needed for the first calls. Inspect any tool: GET https://gateway.pipeworx.io/v1/tools/ats_detect. Find one: POST https://gateway.pipeworx.io/v1/tools/search_packs with {"query":"..."}.

Standalone (no gateway account)

This package also runs as a local stdio MCP server — no Pipeworx account, no gateway round-trip:

json
{  "mcpServers": {    "ats-boards": {      "command": "npx",      "args": ["-y", "@pipeworx/mcp-ats-boards"]    }  }}

Or run it directly to confirm it starts:

bash
npx -y @pipeworx/mcp-ats-boards

It speaks MCP over stdin/stdout and answers initialize/tools/list/tools/call for only this pack's tools — none of the shared meta-tools the gateway connection above adds. Same source, same tools, no ask_pipeworx routing.

Using with ask_pipeworx

Instead of calling tools directly, you can ask questions in plain English — this works on the pack endpoint above as well as on the full gateway:

ask_pipeworx({ question: "your question about Ats Boards data" })

The gateway picks the right tool and fills the arguments automatically.

More

License

MIT

來源:README.md,提交 1238bd7

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版本歷史

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  1. v0.1.0最新Oct 9, 2026