AnyCrawl vs toapi
Website data extraction tools compared
AnyCrawl and toapi both turn web pages into structured data. AnyCrawl offers crawling, batch processing, and LLM-based extraction, while toapi uses CSS selectors to serve on-demand JSON APIs.
AnyCrawl: Crawl Websites and Extract LLM-Ready Data
AnyCrawl is a TypeScript toolkit for scraping pages, crawling sites, processing URL batches, and extracting structured data for AI workflows. It suits teams that want an API or self-hosted service for turning web content into markdown or JSON.
toapi: Turn Web Pages into JSON APIs
toapi converts web pages into JSON endpoints using declarative CSS selectors. It suits developers who need lightweight, on-demand data extraction without maintaining a separate crawler or database.
| AnyCrawl | toapi | |
|---|---|---|
| Language | TypeScript | Python |
| License | MIT | MIT |
| Stars | 3.5k | 3.6k |
| Forks | 368 | 241 |
| Last analyzed | Oct 14, 2026 | Oct 3, 2026 |
Key differences
- AnyCrawl supports single-page scraping, bounded site crawling, and asynchronous URL batches; toapi fetches and parses pages on demand for API responses.
- AnyCrawl can extract schema-based JSON for LLM-oriented workflows; toapi defines fields and transformations with CSS selectors and HTML attributes.
- AnyCrawl is written in TypeScript and toapi in Python; both use the MIT license.
- AnyCrawl can be self-hosted as an API and supports multiple scraping engines; toapi serves JSON through Flask and can optionally use a headless browser.
- AnyCrawl reports 3.5k stars and 368 forks, while toapi reports 3.6k stars and 241 forks; neither project is archived.
Choose AnyCrawl if you…
- need site-wide crawling, asynchronous batches, or configurable scraping engines.
- want LLM-oriented output, including schema-based JSON extraction.
- need search requests through the Google SERP endpoint.
Choose toapi if you…
- want to define extracted fields and routes with CSS selectors.
- need a lightweight Flask JSON API that fetches pages on demand and caches results.
- want to combine data from multiple websites behind one API structure.
Compare the numbers side by side, or add more projects
This comparison is generated with AI from the OSRepos analyses of both projects. Always check each project's repository and documentation before choosing.