Vexa
Meeting bot and transcripts for Google Meet, Teams and Zoom. Live or after, speakers labelled.
제작자가 쓴 설명(영어 원문)
B2B lead generation MCP server - 20+ scrapers, email finder, skip trace, and more.
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.
SCRAPERCITY_API_KEY비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"scrapercity-cli": {
"command": "npx",
"args": [
"-y",
"scrapercity"
],
"env": {
"SCRAPERCITY_API_KEY": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add scrapercity-cli --env SCRAPERCITY_API_KEY=your-value -- npx -y scrapercity실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"scrapercity-cli": {
"command": "npx",
"args": [
"-y",
"scrapercity"
],
"env": {
"SCRAPERCITY_API_KEY": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"scrapercity-cli": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"scrapercity"
],
"env": {
"SCRAPERCITY_API_KEY": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 GitHub 계정 scrapercity 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: SCRAPERCITY_API_KEY
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.0.1)은 8개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Vexa, emailmd, MCP WhatsApp Cloud
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Meeting bot and transcripts for Google Meet, Teams and Zoom. Live or after, speakers labelled.
Render markdown into email-safe HTML, lint drafts for deliverability problems, and preview emails.
MCP server for WhatsApp Cloud API (Meta) — messages, media, and templates via Graph API
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Pull leads, validate emails, find mobile numbers, and scrape business data - all from your AI agent, CLI, or code. One package: the MCP server, the CLI and the JavaScript SDK. The Python SDK is pip install scrapercity.
ScraperCity gives AI agents access to 15+ B2B data tools: Apollo scraping, Google Maps extraction, email finding/validation, mobile number lookup, skip tracing, ecommerce store data, criminal records, and more.
npx scrapercity start "dentists in Austin"
Or have your agent call the start_here MCP tool, or GET https://app.scrapercity.com/api/v1/start?query=.... With no key you get a guided tour: what ScraperCity is, how to sign up, the plans and the trial with their live terms, and real searches with live counts. With a key it plans for your account and returns the exact next call.
The trial, plainly: The trial is real usage, not a demo or a free tier: $5 of credit for 7 days that works on every tool and database at the normal prices, so you can pull real records on day one and judge the data. A card is required at signup. When the 7 days end, the plan picked at signup starts; cancel before then from billing and nothing more is charged. If the credit runs out sooner, database pulls wait (nothing is charged for them); a scraper run that goes past the credit starts the plan early. Planning searches and checking counts are free. start_here returns the live terms.
npx scrapercity login # enter your API key
npx scrapercity wallet # check balance npx scrapercity maps -q "plumbers" -l "Denver, CO" npx scrapercity poll # wait for results npx scrapercity download # save CSV
Add to your MCP config (e.g. ~/.claude/claude_desktop_config.json):
{
"mcpServers": { "scrapercity": { "command": "npx", "args": ["-y", "--package", "scrapercity", "scrapercity-mcp"], "env": { "SCRAPERCITY_API_KEY": "your_api_key_here" } } } }
Then tell your AI: *"Find 1000 plumbers in Denver with emails using ScraperCity"*
Copy the skill file into your project:
npx scrapercity-mcp --print-skill > SCRAPERCITY_SKILL.md
Or download from: https://scrapercity.com/agents/SKILL.md
Then in Claude Code: *"Read SCRAPERCITY_SKILL.md and find me 2000 marketing directors at SaaS companies in California, validate their emails, and save to leads.csv"*
# Start a Maps scrape
curl -X POST https://app.scrapercity.com/api/v1/scrape/maps \ -H "Authorization: Bearer $SCRAPERCITY_API_KEY" \ -H "Content-Type: application/json" \ -d '{"searchStringsArray":["plumbers"],"locationQuery":"Denver, CO","maxCrawledPlacesPerSearch":500}'
curl https://app.scrapercity.com/api/v1/scrape/status/RUN_ID \ -H "Authorization: Bearer $SCRAPERCITY_API_KEY"
curl -O https://app.scrapercity.com/api/downloads/RUN_ID \ -H "Authorization: Bearer $SCRAPERCITY_API_KEY"
npm install scrapercity
import { configure, wallet, dbLeads, callTool, TOOLS, openaiTools, anthropicTools } from 'scrapercity'
configure({ apiKey: process.env.SCRAPERCITY_API_KEY }) await wallet() await dbLeads({ title: 'CEO', country: ['United States'], hasEmail: 'true', limit: 25 })
// Every tool the MCP server offers, by name, with the same arguments await callTool('plan_search', { query: 'dentists in Austin, Texas' })
// Hand the whole tool list to OpenAI or Anthropic tool calling const tools = openaiTools() // or anthropicTools()
pip install scrapercity # add [langchain] or [openai] for agent tools
from scrapercity import ScraperCity, langchain_tools
sc = ScraperCity() # reads SCRAPERCITY_API_KEY sc.call_tool("query_lead_database", {"title": "CEO", "limit": 10}) tools = langchain_tools() # LangChain / LangGraph
Both SDKs carry the same tool list as the MCP server, regenerated from the live API docs on every release. Guide: scrapercity.com/sdk. Python package: pypi.org/project/scrapercity.
| Tool | Endpoint | Price |
|---|---|---|
scrape_apollo | /api/v1/scrape/apollo | $0.0039 per lead |
scrape_website_finder | /api/v1/scrape/website-finder | $0.0499 per contact found |
find_people | /api/v1/scrape/skip-trace | $0.0199 per result (searches with 0 matches are billed as 1 result) |
scrape_distress_list | /api/v1/scrape/distress-list | $0.05 per property |
validate_emails | /api/v1/scrape/email-validator | $0.0017 per email |
scrape_maps | /api/v1/scrape/maps | $0.0099 per business |
scrape_airbnb | /api/v1/scrape/airbnb-email | $0.019 per result ($19.00 per 1,000) |
scrape_bizbuysell | /api/v1/scrape/bizbuysell-scraper | $0.0099 per listing |
scrape_crexi | /api/v1/scrape/crexi-scraper | $0.029 per property |
scrape_angi | /api/v1/scrape/angi-angies-list-scraper | $0.0099 per listing |
scrape_yelp | /api/v1/scrape/yelp-scraper | $0.0099 per result |
scrape_zillow_agents | /api/v1/scrape/zillow-agents | $0.029 per agent |
scrape_property_lookup | /api/v1/scrape/property-lookup | $0.15 per property (+$0.10 for owner contact) |
search_criminal_records | /api/v1/scrape/criminal-records | $1.00 per search (only charged if records found) |
scrape_store_leads | /api/v1/scrape/store-leads | $0.0039 per lead |
scrape_builtwith | /api/v1/scrape/techstack | $4.99 per technology |
scrape_signals | /api/v1/scrape/signals | $0.0094 per company running ads, $0.0009 per website per platform checked, $0.0043 per company hiring; minimum charge per search |
find_emails | /api/v1/scrape/email-finder | $0.05 per email found (FREE if not found) |
find_mobiles | /api/v1/scrape/mobile-finder | $0.25 per number found (FREE if not found) |
| Tool | What it does | Cost |
|---|---|---|
| Apollo | B2B contacts by job title, industry, location | $0.0039/lead |
| Google Maps | Local businesses with phones, emails, reviews | $0.01/place |
| Email Validator | Verify deliverability, catch-all, MX records | $0.0036/email |
| Email Finder | Find business email from name + company | $0.05/contact |
| Mobile Finder | Phone numbers from LinkedIn or email | $0.25/input |
| People Finder | Skip trace by name, email, phone, address | $0.02/result |
| Store Leads | Shopify/WooCommerce stores with contacts | $0.0039/lead |
| BuiltWith | All sites using a technology | $4.99/search |
| Criminal Records | Background check by name | $1.00 if found |
| Lead Database | B2B contacts, instant query | Included on $149/mo and up; per new lead from credits below it |
| Local Business Database | Local businesses with phones, emails and ratings, instant query | Included on $149/mo and up; per new business from credits below it |
Leads from any database: check them before outreach. Every record carries email_check_status (our own email checker: valid, valid_catch_all, invalid, unknown, not_checked): send ONLY to valid emails checked in the last 30 days (email_checked_on), and put every other email through validate_emails first. For people (Lead Database), pass replaceLeftContacts: true to query_lead_database; the response adds replacement.run_id, a run that checks every email and swaps each person who has left for the person in that role now. Wait for it with check_run_status, then send the CSV from download_results ($0.02 per contact replaced, free on the $649 plan). At minimum, run the emails through validate_emails and send only to the valid ones.
runIdSUCCEEDEDApollo scrapes usually take 15-30 minutes. All other scrapers: 1-30 minutes. Store leads are instant.
Get your API key at app.scrapercity.com/dashboard/api-docs
# Environment variable (recommended)
export SCRAPERCITY_API_KEY="your_key"
npx scrapercity login
For Apollo and long-running scrapes, configure a webhook at app.scrapercity.com/dashboard/webhooks to get notified when results are ready.
| Plan | Price | Credits |
|---|---|---|
| Trial | 7 days, card required, then the plan picked at signup | $5 of usage credit |
| Starter | $49/mo | $49 (databases per record from credits) |
| Growth | $149/mo | $149 + 10% bonus, databases included |
| Scale | $649/mo | $649 + 30% bonus, databases included, higher limits |
Buy additional credits anytime. scrapercity.com/pricing
pip install scrapercityMIT