Hexadata

io.github.4robot由 GitHub 帳號 4robot 發布v1.0.0更新於 Oct 29, 2026

Official public data as MCP tools: EU/US tenders, NPI Registry, UK Companies House, Mexico data.

已驗證Streamable HTTP可網頁執行網頁搜尋與抓取資料與分析商業與電商

概覽

AI 產生的概覽

託管於 Apify 的 MCP 工具,將歐盟/美國招標、美國 NPI 醫療機構、英國 Companies House、墨西哥企業與職缺等官方公開資料以 JSON 形式提供給助理。

可以做什麼
  • 檢索 TED 歐盟公共招標:公告、決標、採購方、截止日、金額與 CPV 代碼
  • 查詢 SAM.gov 美國聯邦合約機會:招標邀請、保留名額、NAICS、決標資訊
  • 依專科、城市或郵遞區號查找美國診所、醫院與藥局(NPI Registry)
  • 取得英國公司、新設立公司、SIC 產業代碼與主管資訊(Companies House)
  • 擷取墨西哥企業(INEGI DENUE、黃頁)及 OCC Mundial 職缺
  • 每次呼叫可用 maxResults 限制筆數以控制成本,並只取上次執行後的新增項目
適用情境
適合需要結構化、可追溯的公開登記資料來做採購研究、名單開發、企業盡職調查或在地商家查找的情境,不必自行撰寫擷取程式。每個工具需在 Apify MCP 端點中個別啟用。
執行需求
遠端 streamable HTTP 端點 mcp.apify.com,需在 URL 查詢參數中指定要使用的 Actor 工具。需要 Apify 帳號,首次使用以 OAuth 登入,或以 Authorization Bearer 標頭傳送 Apify API 權杖。英國 Companies House 工具另需自備 Companies House API 金鑰。依結果計費。
安裝前請注意
呼叫依結果在 Apify 上計費,建議設定 maxResults 控制花費。Authorization 標頭攜帶 Apify API 權杖,Companies House 工具另需一組 API 金鑰。啟用相關選項時,部分工具會包含公司主管、聯絡人等個人資料。資料來自第三方來源,並會傳送至 Apify 處理。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Hexadata,將其新增到工作區。
  2. 連接 所需的 憑證。它們會被私密儲存,絕不會在公開頁面上展示。
  3. 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/io.github.4robot%2Fhexadata/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。 客戶端會在首次連接時完成 OAuth 登入。

{
  "mcpServers": {
    "hexadata": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=hexadatalabs/eu-tenders-ted-scraper,hexadatalabs/sam-gov-opportunities-scraper,hexadatalabs/us-healthcare-providers-npi-scraper,hexadatalabs/uk-companies-house-scraper,hexadatalabs/mexico-business-directory-denue,hexadatalabs/occ-mundial-jobs-scraper,hexadatalabs/seccion-amarilla-business-scraper"
    }
  }
}

README

Hexadata MCP — official data sources as tools for AI agents

Hexadata publishes Apify Actors that turn official registers and public portals into clean JSON. Every Actor is also an MCP tool: any MCP client (Claude Desktop, Claude Code, Cursor, VS Code, Windsurf, custom agents) can call it through the Apify MCP server, with no code to deploy.

This repository holds the connection instructions, a ready-to-use server.json for MCP registries, and example prompts. The tools themselves run on Apify and are billed per result (no results, no cost).

Tools

Tool (Actor)What it returnsSourcePrice
eu-tenders-ted-scraperEU public tenders: contract notices, awards, buyer, deadline, value, CPVTED Search API (EU Publications Office)$5.00 / 1,000
sam-gov-opportunities-scraperUS federal contract opportunities: solicitations, sources sought, awards, NAICS, set-asidesSAM.gov public daily extract (GSA)$5.00 / 1,000
us-healthcare-providers-npi-scraperUS clinics, hospitals, pharmacies, practices by specialty, city, ZIPNPPES NPI Registry API (CMS)$1.50 / 1,000
uk-companies-house-scraperUK companies, new incorporations, SIC codes, officers (your free Companies House key)Companies House API$2.00 / 1,000 + $1.00 / 1,000 detail requests
mexico-business-directory-denueMexican businesses from INEGI's DENUE: activity, size, address, GPSINEGI DENUE API$2.00 / 1,000
occ-mundial-jobs-scraperMexican job listings with salary, company and work modeOCC Mundial$1.50 / 1,000
seccion-amarilla-business-scraperMexican yellow-pages businesses: phone, WhatsApp, website, hoursSección Amarilla$5.00 / 1,000

All tools share the same field conventions (id, title/name, url, country, publishedAt, scrapedAt), an onlyNewSinceLastRun mode for scheduled runs, and a maxResults cap that bounds the cost of every call.

Connect in one step

Add the Apify MCP server to your client with the tools you want. Use one Actor:

text
https://mcp.apify.com?tools=hexadatalabs/eu-tenders-ted-scraper

or several, comma-separated:

text
https://mcp.apify.com?tools=hexadatalabs/eu-tenders-ted-scraper,hexadatalabs/sam-gov-opportunities-scraper,hexadatalabs/uk-companies-house-scraper

Authentication: sign in with OAuth on first use (the client opens apify.com), or send your Apify token as Authorization: Bearer <APIFY_TOKEN>. Running tools needs an Apify account; a free account includes monthly credit.

Claude Desktop, Cursor, Windsurf (JSON config)

json
{  "mcpServers": {    "hexadata": {      "url": "https://mcp.apify.com?tools=hexadatalabs/eu-tenders-ted-scraper,hexadatalabs/sam-gov-opportunities-scraper,hexadatalabs/us-healthcare-providers-npi-scraper,hexadatalabs/uk-companies-house-scraper,hexadatalabs/mexico-business-directory-denue,hexadatalabs/occ-mundial-jobs-scraper,hexadatalabs/seccion-amarilla-business-scraper",      "headers": { "Authorization": "Bearer <APIFY_TOKEN>" }    }  }}

Claude Code

bash
claude mcp add --transport http hexadata "https://mcp.apify.com?tools=hexadatalabs/eu-tenders-ted-scraper,hexadatalabs/uk-companies-house-scraper" --header "Authorization: Bearer <APIFY_TOKEN>"

VS Code (.vscode/mcp.json)

json
{  "servers": {    "hexadata": {      "type": "http",      "url": "https://mcp.apify.com?tools=hexadatalabs/sam-gov-opportunities-scraper",      "headers": { "Authorization": "Bearer ${input:apify-token}" }    }  }}

The configurator at mcp.apify.com generates the snippet for any client; the Apify CLI can also install it (apify mcp install cursor).

Example prompts

  • "Which contract notices for road maintenance were published on TED in Poland and Czechia this week, and which close before December 15?" → eu-tenders-ted-scraper
  • "Find small-business set-aside solicitations for IT services in Virginia posted since Monday." → sam-gov-opportunities-scraper
  • "List the physical-therapy clinics in ZIP codes starting with 787 with phone numbers." → us-healthcare-providers-npi-scraper
  • "Which software companies were incorporated in Manchester in the last 7 days, and who are their directors?" → uk-companies-house-scraper (pass your Companies House key in apiKey)
  • "Give me 50 dental clinics in Monterrey with coordinates." → mexico-business-directory-denue

Every Actor description and input field starts with "Use this when…", so agents pick the right tool and fill the input without extra prompting. Set maxResults in the prompt ("at most 100") to bound the cost.

From code instead of MCP

The same Actors are available through the Apify API and client libraries:

python
from apify_client import ApifyClientclient = ApifyClient("<APIFY_TOKEN>")run = client.actor("hexadatalabs/eu-tenders-ted-scraper").call(run_input={"searchQueries": ["software"], "countries": ["DE"], "maxResults": 100})items = client.dataset(run["defaultDatasetId"]).list_items().items

Each Actor's README has curl, Python and Node examples plus scheduling and webhook notes.

Legal and data

Hexadata Actors use official APIs or public portals, respect their terms, and exclude personal data unless you opt in (for example includeOfficers on Companies House or includeContacts on SAM.gov). Attribution to the source is included in every item (source).

Support

Open an issue on the relevant Actor's Issues tab on Apify, or here. Issues are answered within 24 hours; confirmed bugs are fixed within 48 hours.

來源:README.md,提交 c180f65

工具

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版本歷史

1
  1. v1.0.0最新Oct 29, 2026

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