AnyCrawl vs firecrawl
Web scraping and crawling tools for AI data compared
AnyCrawl and firecrawl help developers search, scrape, and crawl web content for AI applications, with outputs such as Markdown and structured data. AnyCrawl emphasizes configurable scraping engines, bounded crawling, and asynchronous URL batches, while firecrawl offers a broader set of search, mapping, page interaction, and agent workflows.
AnyCrawl: Crawl Websites and Extract LLM-Ready Data
AnyCrawl is a TypeScript toolkit for scraping individual pages, crawling sites, processing batches of URLs, and extracting structured data with LLMs. It suits developers building data pipelines for AI applications who need browser rendering or parallel processing.
firecrawl: Search, Scrape, and Crawl the Web for AI
Firecrawl turns web pages and sites into content that AI applications can use, including Markdown and structured data. It suits developers building agents or data pipelines that need web search, extraction, and crawling through an API or self-hosted deployment.
| AnyCrawl | firecrawl | |
|---|---|---|
| Language | TypeScript | TypeScript |
| License | MIT | AGPL-3.0 |
| Stars | 3.5k | 188k |
| Forks | 368 | 10k |
| Last analyzed | Oct 3, 2026 | Oct 3, 2026 |
Key differences
- AnyCrawl is a TypeScript toolkit with Cheerio, Playwright, and Puppeteer scraping engines; firecrawl is a web data platform with APIs and SDKs for several languages.
- AnyCrawl supports crawling with depth, page limits, domain scope, and path filters; firecrawl also maps websites to discover URLs and supports page actions before extraction.
- AnyCrawl documents Google as its supported search engine; firecrawl supports web search and retrieving content from results.
- AnyCrawl is licensed under MIT; firecrawl’s main project is licensed under AGPL-3.0, with some SDKs and UI components using MIT licenses.
- Both can be self-hosted, while firecrawl also offers a hosted service and AnyCrawl describes self-hosting its API and toolkit.
- The supplied project data lists AnyCrawl at 3.5k stars and firecrawl at 188k stars; both are marked as not archived.
Choose AnyCrawl if you…
- need configurable Cheerio, Playwright, or Puppeteer engines alongside crawling and extraction.
- want asynchronous processing for a known list of URLs or bounded website sections.
- prefer an MIT-licensed TypeScript toolkit that can be self-hosted.
Choose firecrawl if you…
- need website mapping, web search, or page actions such as clicking and scrolling.
- want agent-based information gathering or SDKs for languages beyond TypeScript.
- prefer access to a hosted service as well as a self-hosting option.
This comparison is generated with AI from the OSRepos analyses of both projects. Always check each project's repository and documentation before choosing.