Awesome Web Scraping - Curated list of scraping tools, APIs, and frameworks
A curated map of libraries, APIs, MCP servers, and operating practices relevant to local-market research and lead-list enrichment. Entries should help a reader make a concrete implementation choice—not inflate a directory.
| Criterion | What to look for |
|---|---|
| Data fit | Does it produce the fields and sources your workflow needs? |
| Maintenance | Is the project active, documented, and transparent about limitations? |
| Integration | Does it support the runtime, API model, or MCP client you use? |
| Governance | Can you operate it responsibly with source, retention, and review controls? |
Explore these closely related implementation paths:
- awesome-google-maps — Awesome Google Maps - Curated tools for Google Maps data extraction and local SEO
- awesome-lead-generation — Awesome Lead Generation - Curated B2B lead gen tools, APIs, and data sources
- amazon-product-api — Amazon Product API - Real-time product, pricing, and review data via REST API
- best-amazon-scraper — Best Amazon Scraper - Extract product data, prices, reviews, and BSR via API
- best-google-maps-scraper — Best Google Maps Scraper - Extract business data, reviews, ratings & contact info via API
- best-instagram-scraper — Best Instagram Scraper - Extract posts, profiles, stories, and hashtag data via API
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