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The Stack · Roundup

The best data & enrichment for AI agents

People/company intelligence, scraping, and structured web data for agents. Ranked by community traction, with live GitHub stars and what each is best at.

Short answer: the best data & enrichment for AI agents by community traction is Apify (★ 0), followed by Bright Data and Clay.

1. Apify

★ 0 ·

Marketplace and cloud runtime for thousands of ready-made scrapers ('Actors') that extract data from social media, maps, e-commerce, and any website. Best for agent builders.

2. Bright Data

★ 0 ·

Web-data platform with residential/datacenter proxies, Unlocker, SERP, Scraper APIs, and prebuilt datasets for large-scale collection. Best for agent builders.

3. Clay

★ 0 ·

Spreadsheet-style GTM platform that waterfalls 150+ data providers and AI research (Claygent) to enrich leads and build outbound systems. Best for agent builders.

4. Coresignal

★ 0 ·

Workforce and company data via APIs and bulk datasets (firmographics, employees, funding, technographics) refreshed continuously. Best for agent builders.

5. Crustdata

★ 0 ·

Real-time B2B people and company data via APIs and webhooks (search, enrich, and Watcher signal alerts), built for AI agents. Best for agent builders.

6. Diffbot

★ 0 ·

AI web-extraction and a 10B+ entity Knowledge Graph of the public web (people, companies, articles) queryable via API. Best for agent builders.

7. Hunter.io

★ 0 ·

Email finder, verifier, and domain search API to turn names/domains into deliverable B2B contact data. Best for agent builders.

8. Oxylabs

★ 0 ·

Enterprise proxy network plus Web Scraper API that returns parsed data from complex and SERP targets at scale. Best for agent builders.

9. People Data Labs

★ 0 ·

B2B person and company data API over 900M+ profiles for enrichment, search, and identity resolution. Best for agent builders.

10. ScrapingBee

★ 0 ·

Web-scraping API that handles headless browsers, JS rendering, and proxy rotation so you get HTML/data without managing infrastructure. Best for agent builders.

11. Sixtyfour

★ 0 ·

AI research agents that enrich people and companies and surface real-time signals from a single API call, built for GTM teams and autonomous agents. Best for agent builders.

12. ZenRows

★ 0 ·

Scraping API and scraping browser with anti-bot bypass, premium proxies, and JS rendering for hard-to-reach sites. Best for agent builders.

Best data & enrichment — FAQ

What is the best data & enrichment for AI agents?

By community traction, Apify (★ 0) leads the data & enrichment in our directory. Marketplace and cloud runtime for thousands of ready-made scrapers ('Actors') that extract data from social media, maps, e-commerce, and any website.

What is the best open-source data & enrichment?

Apify is the most-starred open-source option; Bright Data and Clay are strong runners-up.

Which data & enrichment has the most GitHub stars?

Apify, at ★ 0 (live count).

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