Finance Toolkit
500+ transparent financial methods calculated from raw statements, not third-party endpoints.
제작자가 쓴 설명(영어 원문)
Local business leads, website contacts, Google Maps and app reviews, Google Jobs and hotel prices.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://mcp.apify.com/?tools=vncntlabs/local-business-leads,vncntlabs/website-contact-scraper,vncntlabs/review-monitor,vncntlabs/app-reviews-scraper,vncntlabs/google-jobs-scraper,vncntlabs/google-hotels-scraper터미널에서 이 명령어를 실행하세요
claude mcp add --transport http vncntlabs-local 'https://mcp.apify.com/?tools=vncntlabs/local-business-leads,vncntlabs/website-contact-scraper,vncntlabs/review-monitor,vncntlabs/app-reviews-scraper,vncntlabs/google-jobs-scraper,vncntlabs/google-hotels-scraper'프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"vncntlabs-local": {
"url": "https://mcp.apify.com/?tools=vncntlabs/local-business-leads,vncntlabs/website-contact-scraper,vncntlabs/review-monitor,vncntlabs/app-reviews-scraper,vncntlabs/google-jobs-scraper,vncntlabs/google-hotels-scraper"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"vncntlabs-local": {
"type": "http",
"url": "https://mcp.apify.com/?tools=vncntlabs/local-business-leads,vncntlabs/website-contact-scraper,vncntlabs/review-monitor,vncntlabs/app-reviews-scraper,vncntlabs/google-jobs-scraper,vncntlabs/google-hotels-scraper"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://mcp.apify.com/?tools=vncntlabs/local-business-leads,vncntlabs/website-contact-scraper,vncntlabs/review-monitor,vncntlabs/app-reviews-scraper,vncntlabs/google-jobs-scraper,vncntlabs/google-hotels-scraper메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
서버가 도구 목록을 보여 주기 전에 로그인을 요구해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 9일 점검
레지스트리 이름이 GitHub 계정 PravinrajV 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
72ms 만에 응답(HTTP 401)
OAuth 로그인을 지원한다고 밝혀서, AI 앱이 로그인 화면으로 안내해 줘요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 3개 중 3개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.1.0)은 8일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Finance Toolkit, SolidInvoice, Korea Tax Calculator
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:↓ 주간 다운로드i★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
500+ transparent financial methods calculated from raw statements, not third-party endpoints.
Create and send invoices and quotes, manage clients, and track payments in SolidInvoice.
Korean tax calculation and tax-audit judgment MCP: 97 tools with statutory citations.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Minimal, runnable code for calling VNCNT Labs tools through the Apify API. The numbered folders have the same call four ways: curl, Python (apify-client), Node.js (apify-client) and, where the tutorial uses it, an n8n workflow. The mcp/ folder connects Claude, ChatGPT, Cursor or VS Code to the same tools through Apify's MCP server.
Every tool runs the same way: send its input as JSON and get rows back. The example folders cover sixteen tools in depth. For the rest, use the generic call below with the input from the tool's input schema page.
| Tool | Group | Price | Example |
|---|---|---|---|
| Keyword Search Volume (Google Keyword Planner data) | SEO & Search Data | $0.003 per Google keyword ($0.004 Amazon, + $0.05 per batch) | 01-keyword-search-volume |
| Keyword Research Tool | SEO & Search Data | $0.002 per keyword idea (+ $0.02 per seed/ASIN) | curl below |
| Website Traffic Checker | SEO & Search Data | $0.02 per domain overview ($0.001 per ranked keyword; competitor snapshot $0.12 from Nov 9) | 04-website-traffic-checker, 09-competitor-snapshot |
| Google Trends Scraper & API with Search Volume | SEO & Search Data | $0.01 per keyword report (+ $0.015 per volume lookup) | 03-google-trends-volume |
| AI Visibility Tracker | SEO & Search Data | $0.03 per AI answer | curl below |
| Google Maps Rank Tracker | SEO & Search Data | $0.006 per grid point | curl below |
| Google Ads Transparency Scraper | SEO & Search Data | $0.001 per ad (+ $0.004 per advertiser) | curl below |
| Google News Scraper & API | SEO & Search Data | $0.0015 per article | curl below |
| SEO Content Research | SEO & Search Data | $0.05 per report ($0.08 fast mode) | 06-seo-content-research |
| Google Rank Tracker | SEO & Search Data | $0.003 per keyword check | curl below |
| Backlink Checker & Bulk Domain Authority | SEO & Search Data | $0.0004 per backlink ($0.002 per domain metrics) | curl below |
| Website SEO Audit: Broken Link & On-Page SEO Checker | SEO & Search Data | $0.003 per page audited (+ $0.005 per run) | 10-website-seo-audit |
| Keyword Gap Finder: Competitor Keywords You Don't Rank For | SEO & Search Data | $0.02 per competitor + $0.001 per keyword (+ $0.005 per run) | 11-keyword-gap-finder |
| Google SERP Scraper: Results, People Also Ask & AI Overviews | SEO & Search Data | $0.002 per results page ($0.0012 more in fast mode, + $0.005 per run) | 13-google-serp-scraper |
| Website Tech Stack Checker | SEO & Search Data | $0.02 per domain ($0.05 per find + $0.003/match, + $0.005 per run) | 15-website-tech-stack |
| Bing Search Scraper: Results, Rankings & Related Searches | SEO & Search Data | $0.002 per results page ($0.0012 more in fast mode, + $0.005 per run) | 16-bing-search-scraper |
| YouTube Video Details: Views, Likes, Channel & Subscribers | YouTube Data | $0.005 per video (+ $0.005 per run; missing/private free) | 17-youtube-video-details |
| YouTube Comments Scraper: Top Comments, Likes & Replies | YouTube Data | $0.0003 per comment + $0.001 per video (+ $0.005 per run; missing/private free) | 18-youtube-comments-scraper |
| Trademark Checker | Seller Tools | $0.003 per phrase checked ($0.01 per listing) | curl below |
| Google Shopping Scraper | Seller Tools | $0.002 per product ($0.01 with all offers) | curl below |
| AI Image Upscaler for Print | Seller Tools | $0.06 per image ($0.10 over 40 MP) | curl below |
| PNG to SVG Converter | Seller Tools | $0.02 per image | curl below |
| Amazon Book & T-Shirt Niche Analyzer | Seller Tools | $0.15 per niche report | 07-amazon-niche-analyzer |
| Amazon Product Scraper | Seller Tools | $0.001 per product ($0.003 with ASIN details) | curl below |
| Amazon Best Sellers, New Releases & Movers Scraper | Seller Tools | $0.002 per product ($0.005 with full details) | 08-amazon-best-sellers |
| Google Images Scraper + Google Lens Reverse Image Search | Seller Tools | $0.0004 per image ($0.004 per reverse search) | curl below |
| Shopify Products Scraper: Prices, Variants, Stock & Launches | Seller Tools | $0.0005 per product (+ $0.005 per run) | 12-shopify-products-scraper |
| YouTube Transcript Scraper | YouTube Data | $0.005 per transcript ($0.008 fast mode; videos without captions free) | 05-youtube-transcripts |
| YouTube Search & Comments Scraper | YouTube Data | $0.0005 per video (+ $0.001 per search page) | curl below |
| Local Business Leads from Google Maps | Local & Market Data | $0.002 per lead | curl below |
| Website Contact Scraper: Business Emails, Phones & Socials | Local & Market Data | $0.002 per website with contacts (+ $0.005 per run) | 14-website-contact-scraper |
| Google Maps, Trustpilot & Tripadvisor Reviews Scraper | Local & Market Data | $0.0005 per review (+ $0.001 per business) | curl below |
| Google Play & App Store Reviews Scraper | Local & Market Data | $0.0001 per Google Play review ($0.00015 App Store) | curl below |
| Google Jobs Scraper & API | Local & Market Data | $0.002 per job | curl below |
| Google Hotels Scraper | Local & Market Data | $0.002 per hotel | curl below |
| eBay, Etsy & Amazon FBA Fee Calculator (MCP + API) | Fee & Profit | $0.005 per fee calculation | curl below |
Prices are from each tool's Store page on Oct 25, 2026. The Store page is always the current source.
| Folder | Tutorial | Apify Actor |
|---|---|---|
01-keyword-search-volume | Bulk Google + Amazon keyword search volume (tutorial) | Keyword Search Volume |
02-competitor-seo-report | A competitor SEO report for any domain (tutorial coming soon) | Domain SEO Data |
03-google-trends-volume | Google Trends with real monthly-search numbers (tutorial coming soon) | Google Trends with Search Volume |
04-website-traffic-checker | Website traffic checker: Google traffic, competitor keywords and SEO competitors for any domain (tutorial) | Domain SEO Data |
05-youtube-transcripts | YouTube transcripts with timestamps from links, keyword searches or channels (tutorial) | YouTube Transcript Scraper |
06-seo-content-research | An SEO content-research report per keyword: volume, Google top 10, People Also Ask and YouTube transcripts (tutorial coming soon) | SEO Content Research |
07-amazon-niche-analyzer | Amazon niche research for low-content books, Kindle and print-on-demand t-shirts (tutorial coming soon) | Amazon Book & T-Shirt Niche Analyzer |
08-amazon-best-sellers | Amazon Best Sellers, Hot New Releases and Movers & Shakers for any category, with rank changes (tutorial coming soon) | Amazon Best Sellers, New Releases & Movers Scraper |
09-competitor-snapshot | One-row competitor snapshots: traffic, top keywords, competitors and backlinks per domain (tutorial coming soon) | Domain SEO Data |
10-website-seo-audit | A website SEO audit: broken pages, broken links and on-page issues for a whole site (tutorial) | Website SEO Audit |
11-keyword-gap-finder | A keyword gap report: Google keywords your competitors rank for and you don't, or where they outrank you (tutorial coming soon) | Keyword Gap Finder |
12-shopify-products-scraper | Every product from a Shopify store with prices, discounts, stock and launch dates (tutorial coming soon) | Shopify Products Scraper |
13-google-serp-scraper | Google results pages as data: organic rankings, People Also Ask, AI Overviews and the local pack for any city or device (tutorial coming soon) | Google SERP Scraper |
14-website-contact-scraper | Business emails, phone numbers, social profiles and contact pages from a list of websites, with the page each email came from (tutorial coming soon) | Website Contact Scraper |
You need an Apify account and an API token (Apify Console > Settings > API & Integrations).
export APIFY_TOKEN=your_apify_token_here # or copy .env.example to .env and load it; never commit it
pip install -r requirements.txt # Python 3.10+ npm install # Node 18+
Every example re
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요