Business Data: Open Data, Crypto & Startups

io.github.benthepythondev00由 GitHub 帳號 benthepythondev00 發布v1.0.1更新於 Oct 29, 2026

Government open-data search, crypto prices, Fear & Greed, Bitcoin stats, FX rates, startups.

已驗證Streamable HTTP可網頁執行金融資料與分析

概覽

AI 產生的概覽

託管型 MCP 伺服器，讓助理查詢政府開放資料、加密貨幣價格與情緒指標、比特幣統計、匯率和新創公司資訊。

可以做什麼
  • 檢索政府開放資料來源
  • 查詢加密貨幣價格、恐懼與貪婪指數和比特幣統計
  • 取得外匯匯率
  • 查找新創公司資訊
  • 這些能力以工具形式集中在同一個託管端點上，助理可在回答商業或市場問題時直接取用。
適用情境
適合需要快速取得公部門資料集、加密市場情緒與價格、匯率或新創公司名錄等參考資料的情境，不必自行串接多個獨立 API。
執行需求
遠端 Streamable HTTP 端點，不需本機安裝套件。需要 MCPize API 金鑰，透過 Authorization 標頭以 Bearer 形式傳送，金鑰在伺服器頁面取得。需要網路連線。
安裝前請注意
API 金鑰屬於機密，需放在 Authorization 標頭中。README 說明這些託管伺服器由 MCPize 計費：免費方案每月 100 次呼叫，之後為付費方案，使用可能產生費用。資料來自第三方來源，可能不完整或有延遲。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Business Data: Open Data, Crypto & Startups，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.benthepythondev00%2Fbusiness-open-data-crypto/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": {
    "business-data-open-data-crypto-startups": {
      "type": "http",
      "url": "https://business-open-data-crypto.mcpize.run/mcp"
    }
  }
}

README

Web data tools for AI agents

Five tool sets for Claude, Cursor, VS Code and any other MCP client. Each one is an address of Apify's hosted MCP server that loads a fixed list of scrapers, so the agent gets a handful of tools for one job instead of the whole Apify Store.

Connect

Add one of the addresses below as a remote MCP server (Streamable HTTP):

json
{"mcpServers": {"reddit-data": {"url": "https://mcp.apify.com/?tools=benthepythondev/reddit-scraper,benthepythondev/reddit-search-scraper,benthepythondev/reddit-comments-scraper,benthepythondev/reddit-archive-scraper"}}}

The first connection opens Apify's sign-in page. A client without OAuth sends an Apify API token instead, as the header Authorization: Bearer <token>.

What it costs

The tools run on your own Apify account. Each scraper charges per result, and its page in the Apify Store lists the price per plan. Apify's free plan includes $5 of usage a month, and no scraper here needs a login or cookies for the site it reads.

New to Apify? Create an account. I may earn a commission at no extra cost to you.

The tool sets

Reddit Data

Reddit posts, comments, keyword search and historical archives as tools.

https://mcp.apify.com/?tools=benthepythondev/reddit-scraper,benthepythondev/reddit-search-scraper,benthepythondev/reddit-comments-scraper,benthepythondev/reddit-archive-scraper

Social Media Data

Instagram, TikTok, YouTube and Threads profiles, posts, comments and transcripts.

https://mcp.apify.com/?tools=benthepythondev/instagram-profile-scraper,benthepythondev/instagram-posts-scraper,benthepythondev/instagram-comments-scraper,benthepythondev/tiktok-profile-videos-scraper,benthepythondev/tiktok-comments-scraper,benthepythondev/youtube-transcript-scraper,benthepythondev/youtube-comments-scraper,benthepythondev/threads-public-scraper

Local Business Leads

Google Maps places with emails, phones and the tech stack of their websites.

https://mcp.apify.com/?tools=benthepythondev/google-maps-business-scraper,benthepythondev/google-maps-email-scraper,benthepythondev/website-contact-extractor,benthepythondev/tech-stack-detector

Real Estate Data

Zillow homes and rentals, Zumper rentals and Craigslist housing listings as tools.

https://mcp.apify.com/?tools=benthepythondev/zillow-scraper,benthepythondev/zillow-detail-scraper,benthepythondev/zillow-rentals-scraper,benthepythondev/zumper-rental-scraper,benthepythondev/craigslist-real-estate-scraper

The same listings without Apify: Listingrail is a REST API over 18 portals (Zillow, Redfin, Rightmove, Idealista, ImmoScout24, Bayut and more) with one key and one listing format, and the same search as an MCP server at https://listingrail.com/mcp (send the key as Authorization: Bearer re_...).

Jobs Data

Remote job boards, LinkedIn jobs, company ATS pages and Upwork jobs as tools.

https://mcp.apify.com/?tools=benthepythondev/remote-jobs-aggregator,benthepythondev/linkedin-jobs-scraper,benthepythondev/ats-jobs-aggregator,benthepythondev/upwork-jobs-scraper

Besides the scrapers, Apify's server adds four helpers to every set: read a run, read its dataset, read a stored record, stop a run.

Hosted servers

Three more servers run on our side behind MCPize, which handles keys and billing: a free plan with 100 calls a month, then $9 for 1,000 or $29 for 5,000. Get a key on the server's page and send it as Authorization: Bearer <key>.

SocialBlade Creator Stats

YouTube, TikTok, Instagram and Twitch growth history and 7/30/90-day gains from SocialBlade.

https://socialblade-creator-stats.mcpize.run/mcp

What get_creator_stats returns per platform (checked with one real lookup each on 2026-11-01):

FieldYouTubeTikTokInstagramTwitch
Subscribers or followers, grade, SocialBlade rankyesyesyesyes
Views, videos or likesviews, videoslikes, videosposts countno
Engagement rate, average likes and commentsnonoyesno
Daily history (about 15 days)yesyesnullyes
7-day gain and spike datesyesyesnullyes

Instagram history, gains and spike dates come back null because SocialBlade only shows them to logged-in users, and this server never logs in. On every platform the 30- and 90-day gains are usually null, since the public page covers about 15 days.

How do I check a creator's follower growth before a sponsorship? Give get_creator_stats up to 10 profile links (for example https://www.youtube.com/@mkbhd). For each creator you get the follower or subscriber count, the 7-day gain, about 15 days of daily numbers and a one-line spike_summary, so you can see whether growth is steady or comes in sudden jumps.

Does it detect fake followers? No. It flags spikes: days whose gain was more than 3 times the creator's median daily gain. A spike can come from a viral video or from bought followers, so treat it as a reason to look closer, not as a verdict.

How is it different from HypeAuditor or Modash? It costs a flat $9 a month for 1,000 calls (100 calls a month are free), with no per-profile credits, and it reads public SocialBlade data from inside your MCP client. It has no audience demographics (age, gender, location of followers) and no fake-follower score, both of which those platforms sell. Modash starts at $199 a month for 300 opened profiles; HypeAuditor quotes its paid plans through sales.

Which platforms does it cover, and how many days of history? YouTube, TikTok, Instagram and Twitch. YouTube, TikTok and Twitch come with about 15 days of daily history, which is what SocialBlade shows a logged-out visitor. Instagram returns current numbers and engagement rate but no history.

Ad Library Intelligence

Competitor ads from the Meta, Google and LinkedIn ad libraries plus ads.txt sellers. No login.

https://ad-library-intelligence.mcpize.run/mcp

Business Data: Open Data, Crypto & Startups

Government open-data search, crypto prices, Fear & Greed, Bitcoin stats, FX rates, startups.

https://business-open-data-crypto.mcpize.run/mcp

Questions

Open an issue here, or on the page of the scraper in the Apify Store.

來源：README.md，提交 8a01a58

工具

0
該伺服器需要登入，因此 SourceWeft 無法在沒有帳號的情況下讀取其工具，也未收錄。已連接帳號所能看到的內容可能因帳號及其權限而異。

版本歷史

2
  1. v1.0.1最新Oct 29, 2026
  2. v1.0.0Oct 26, 2026

評分

已滿足適用檢查項的 85%

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15 分

    請讓伺服器在無憑證時回應 tools/list，或發布可在沙箱中無憑證啟動的軟體包。

  • 描述必需15 分
  • 圖示10 分
  • 文件15 分
  • 授權條款10 分