How to use Coreclaw API Directory: what you can do with it

4 use cases

• Build a local business lead list from Google Maps

  Run the Google Maps Worker to collect local businesses with reviews, contacts and hours.

  • REPO cporter202/coreclaw-api-directory
  • Data and analytics
  • Intermediate
  View prompt

  Using the repo cporter202/coreclaw-api-directory, run the coreclaw~google-maps-scraper Worker for <target search query and location> and return the businesses with names, reviews, contact details and opening hours as structured output. Verify the run returned at least one structured result before you report completion.

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• Track Amazon product data for a list of ASINs

  Run the ASIN-based Amazon Worker to pull prices, reviews, rankings and seller data.

  • REPO cporter202/coreclaw-api-directory
  • Data and analytics
  • Intermediate
  View prompt

  Using the repo cporter202/coreclaw-api-directory, run the coreclaw~amazon-product-data-scraper-api Worker for the ASINs <list of ASINs> and return title, brand, price, reviews, seller information and ranking for each one. Verify that every ASIN you sent has a matching record in the output before you report completion.

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• Pull Google organic results and People Also Ask for SEO

  Run the Google Search Worker to collect organic results, related searches and PAA questions.

  • REPO cporter202/coreclaw-api-directory
  • Data and analytics
  • Intermediate
  View prompt

  Using the repo cporter202/coreclaw-api-directory, run the coreclaw~google-search-scraper Worker for the keyword <target keyword> and return the organic results, related searches and People Also Ask entries as structured output. Verify that the output contains organic results before you report completion.

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• Enrich company records from LinkedIn company URLs

  Run the LinkedIn company Worker to add industry, description and size to a company list.

  • REPO cporter202/coreclaw-api-directory
  • Data and analytics
  • Intermediate
  View prompt

  Using the repo cporter202/coreclaw-api-directory, run the coreclaw~linkedin-company-scraper Worker on the company URLs <list of company URLs> and return the profile, industry, description and organization size for each one. Verify that each URL returned a record before you report completion.

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Quick start with Coreclaw API Directory

1. Check you have what it needs: A CoreClaw API key for running Workers (the README shows Authorization: Bearer YOUR_API_KEY); curl, or any HTTP client that can send POST requests with headers and a JSON body; The input schema for the Worker you pick, since the README says required fields differ between Workers.
2. Open cporter202/coreclaw-api-directory on GitHub and read the README and license.
3. Get a CoreClaw API key and keep it private.
4. Read the input schema for coreclaw/google-maps-scraper, since the README says required fields differ between Workers.
5. Replace the empty input object with your search fields and run a small test: curl -X POST "https://openapi.coreclaw.com/api/v2/workers/coreclaw~google-maps-scraper/runs" -H "Authorization: Bearer YOUR_API_KEY" -H "Content-Type: application/json" -d '{"input": {}, "is_async": true}' (inferred, check the README)
6. Check that the output includes the contact details and opening hours you need.

These steps come from our top use case, Build a local business lead list from Google Maps, which also has a copy-paste agent prompt.

Using the Deduped MCP, get the setup steps for cporter202/coreclaw-api-directory

claude mcp add --transport http deduped https://dedupedai.com/mcp

Coreclaw API Directory alternatives · Best AI repos for Data and analytics

About this repo

• Who it is forDevelopers, data analysts, and sales or SEO teams who need structured public web data and want to pick a ready-made Worker instead of building a scraper.
• Why it is hot179 stars
• LanguagePython
• Sourcegithub.com/cporter202/coreclaw-api-directory · Back to Hot repos

Requirements

• A CoreClaw API key for running Workers (the README shows Authorization: Bearer YOUR_API_KEY)
• curl, or any HTTP client that can send POST requests with headers and a JSON body
• The input schema for the Worker you pick, since the README says required fields differ between Workers

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