Whirrwork

com.whirrwork由 whirrwork.com 發布官方發布者v1.3.0更新於 Oct 26, 2026

Robot jobs, sourced prices with history, providers by country, robot-vs-human costs, and RFQs.

已驗證Streamable HTTP可網頁執行金融資料與分析商業與電商

概覽

AI 產生的概覽

Whirrwork 把機器人能承接的工作對應到有來源的價格、價格歷史、全球服務商與機器人相對於人力的成本,並可提交買家詢價。

可以做什麼
  • 用自然語言(支援 12 種語言)搜尋機器人應用情境,瀏覽 20 個工作類別,並查看單一工作的完整資訊,包括購買方式、買家建議、法規說明與有來源的價格基準。
  • 查詢某項工作或某家服務商的目前價格與僅追加的價格歷史,含來源連結、資料日期與可選的帶日期匯率換算。
  • 依公開單價估算成本,支援單位與幣別換算,並針對 8 個國家的 22 類工作比較機器人方案與人力成本。
  • 依國家與區域篩選、檢視與比較服務商,並了解各國覆蓋情況。
  • 取得詢價範本,在買家同意後提交詢價請求,並追蹤其狀態。
  • 檢索可引用的機器人採用統計資料,附來源與多種格式的引用。
適用情境
適合在使用者考慮為某項工作雇用、租賃或購買機器人時,提供有來源的價格基準、依國家的服務商候選名單,或機器人與人力的成本比較。也適合需要可引用機器人採用與價格資料的研究工作。
執行需求
位於 whirrwork.com 的遠端 streamable HTTP 端點;未宣告套件、環境變數或標頭。未宣告身分驗證,但查詢詢價狀態需要 submit_rfq 回傳的 id 與存取金鑰。
安裝前請注意
submit_rfq 會把真實買家的聯絡方式傳送給第三方,必須取得買家明確同意;轉送前會經人工審核。價格是基準而非報價,覆蓋範圍通常只到國家層級,除非服務商公布具體區域。submit_rfq 回傳的存取金鑰應妥善保管。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Whirrwork,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。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/com.whirrwork%2Fwhirrwork/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "whirrwork": {
      "type": "http",
      "url": "https://whirrwork.com/mcp"
    }
  }
}

工具

16

search_use_cases

Search robot jobs

Find the robot job (use case) that matches what the buyer wants, in plain words and in any of 12 languages. Returns matching use cases (id, name, price summary, provider count) plus matching providers and guides. Start here, then call get_use_case with the best id. Examples: "drone light show for a wedding", "robotic floor scrubbing for a warehouse", "limpieza de ventanas con drones", "无人机灯光秀".

輸入參數limitquery必填countrylanguage

get_use_case

Get a robot job

Everything about one job: what it is, robot types, ways to buy (service/rental/RaaS/purchase), honest buyer tips (including when a robot is overkill), regulatory notes, every sourced price benchmark (with source_url, as_of and a USD conversion), price-history counts, the RFQ checklist, and providers. Pass country (and optionally region) to rank providers by who serves that place, with the reason.

輸入參數id必填regioncountrylanguage

list_categories

List categories

The 20 job categories with use-case counts, for browsing when the buyer is vague.

輸入參數language

find_providers

Find providers

Shortlist providers for a job and place. Ranked: lists the region > lists the country > lists part of the country > headquartered there (HQ is not a service area) > works worldwide. Each result has coverage + coverage_reason, engagement models, published pricing with USD conversion, min_published_price_usd and public contact routes. Coverage is country-level unless the provider published regions. Filters combine (AND). Example: {"use_case":"drone-light-show","country":"AE"}; {"use_case":"commercial-floor-scrubbing","country":"CA","region":"ON","engagement_model":"raas"}.

輸入參數nearsortlimitqueryoffsetregioncountryuse_casehq_countryrobot_typehas_contacthas_pricing另有 3 個

get_provider

Get a provider

Full public profile of one provider: website, HQ, service regions and explicit service areas (with sources), jobs, robot types, engagement models, published prices (with USD), contact routes, sources and last-checked date.

輸入參數id必填country

compare_providers

Compare providers

Side-by-side comparison of 2-10 providers: coverage for a country, engagement models, published prices (USD-normalized), HQ, contact routes, shared jobs, last checked. Facts only, no ratings.

輸入參數ids必填countryuse_case

get_prices

Get current prices

Current sourced prices for a job (benchmarks + provider-published), or for one provider. Every row has source_url and as_of. Set convert (e.g. "USD") to add a clearly labelled conversion with the FX rate, date and source. Benchmarks, not quotes.

輸入參數limitconvertcurrencyprovideruse_caseinclude_providers

get_price_history

Get price history

Every price observation we have recorded (append-only; never overwritten) for a job and/or provider, grouped into series with trend (change_pct between first and latest observation). observed_at = when we recorded it; as_of = the date the source states. If every series has one observation, say so: there is no trend yet.

輸入參數limitsinceseriesprovideruse_case

estimate_cost

Estimate a job cost from sourced benchmarks

Arithmetic on published prices: unit price × quantity, using exact unit conversions (acre↔hectare, sq ft↔m², mile↔km), preferring benchmarks whose region matches the country, converting currency at a dated ECB rate. Returns the range plus the basis rows (each with source_url, as_of, region match) and caveats. Returns estimate=null with a reason when no sourced benchmark fits; never invents a number. Example: {"use_case":"crop-spraying-drone","quantity":500,"unit":"hectare","country":"BR","currency":"USD"}.

輸入參數unitcountrycurrencyquantityuse_case必填

compare_robot_vs_human

Robot or human? Compare the cost

Cost comparison of human labour (or a human service) against robot options (buy, lease, robots-as-a-service, robot service provider) for one of 22 jobs in one of 8 countries (US, DE, GB, JP, CN, IN, BR, MX). Uses the same model as whirrwork.com/tools/robot-vs-human/: every default input has a source or is flagged as an assumption (see input_sources). Returns monthly/annual cost, cost per unit, payback months, break-even utilisation, 5-year NPV vs the baseline, a verdict, non-cost factors, sensitivity ranking, and projections to 2035 with a crossover year range (robots-fast, base, robots-slow). Projections are modelled estimates, not facts: say so, and quote the range rather than one year. Examples: {"job":"warehouse-picking","country":"US"}; {"job":"commercial-floor-cleaning","country":"DE","inputs":{"volume":60000}}; {"job":"machine-tending","country":"US","region":"US-TX","include_projections":false}.

輸入參數job必填inputsregioncountrybaselineinclude_tornadoinclude_projections

list_countries

Coverage by country

For each country: providers that list it as a service area, providers serving parts of it (with sub-regions), and providers headquartered there; plus the number of worldwide providers. Use to tell the buyer honestly how well their country is covered.

輸入參數country

get_rfq_template

Get the RFQ template for a job

The exact fields to collect from the buyer before submit_rfq: core fields (required flags, formats) plus the job-specific checklist suppliers need to price it (as extra.{key}), regulatory notes, and a filled example. Ask the buyer for these, then call submit_rfq.

輸入參數languageuse_case必填

submit_rfq

Submit a request for quotes

Submit a request for quotes for a real buyer who explicitly agreed to be contacted by matched suppliers (consent=true). Stored, auto-matched to providers by job + country, and reviewed by a human before anything is forwarded; nothing is emailed automatically. Returns id, status, matched provider ids, and a private status_url/access key for get_rfq_status. Use test=true for testing.

輸入參數job必填testextraconsent必填country必填detailsdate_endlocationagent_namebudget_maxbudget_mindate_start另有 8 個

get_rfq_status

Check an RFQ

Status of a submitted RFQ (received → matched → sent_to_suppliers → quoted → closed) with its status history. Needs the id and the access key returned by submit_rfq (the key= part of status_url).

輸入參數id必填key必填

search_stats

Search citable robot statistics

Search Whirrwork Research: 100+ citable statistics on robot adoption, industrial and service robots, humanoids, drones, agriculture, cleaning, warehouses, labour shortages, wages, prices and funding, plus figures from Whirrwork's own dataset. Each result has the exact figure with unit and scope, the primary source (publisher, title, date, URL, Wayback archive), access and last-verified dates, a confidence level (high/medium/low), source_type (primary/secondary/whirrwork) and a permanent URL. Quote figures with their source and date; prefer high-confidence primary sources. Call get_stat for the verbatim quote, caveats and ready-made APA/Chicago/MLA/BibTeX citations. Examples: "humanoid robots sold 2025", "robot density Korea", "drone spraying price per acre", "robotics funding", topic="labour".

輸入參數limitquerytopicconfidencesource_type

get_stat

Get one statistic with citations

One Whirrwork Research statistic by slug: claim, figure, scope, measure type, primary source with archive link, publication/access/last-verified dates, verbatim source passage (when licensing allows), confidence, caveats, and citations in APA, Chicago, MLA and BibTeX (plus an APA citation of the original source). Licensed CC BY 4.0: attribute "Whirrwork (https://whirrwork.com), CC BY 4.0" and the original source.

輸入參數slug必填

版本歷史

1
  1. v1.3.0最新Oct 26, 2026

評分

已滿足適用檢查項的 83%

該評分衡量此收錄條目的完整程度,依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價,也不表示伺服器安全或目前可用:可連通性是帶日期的檢查結果,評分也不包含安裝量或使用者評價。

  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 圖示10 分
  • 文件15 分

    請宣告包含 README 的 GitHub 儲存庫,或在 OAuth 受保護資源後設資料中提供 resource_documentation。

  • 授權條款不適用

    託管服務按其提供方的條款使用,因此這裡不要求授權條款。此檢查項不計入百分比。