#119 · Primary category: Knowledge Base & RAG

crw

ai ai-agents crawler data-extraction docker firecrawl-alternative html-to-markdown llm markdown mcp mcp-server rust scraping-api self-hosted tavily-alternative web-crawler web-scraper web-scraping web-search-api

Fast, lightweight Rust web scraper, crawler & search API with MCP server, drop-in Firecrawl-compatible, 2.3x faster than Tavily.

Project last updated:08/27/26

GitHub Stars

876

Forks

57

Contributors

8

License

AGPL-3.0

Why we included this project

If your RAG pipeline or agent needs current web content, the setup cost of a scraper often ends up bigger than the actual work. crw is a small Rust binary that handles search, scraping, crawling, and structured extraction in one place, returning clean markdown or typed JSON you can feed straight into an ingestion job. It ships a Firecrawl-compatible REST API, so teams already wired to that service can swap it in without rewriting code, plus an MCP server that Claude Code, Cursor, and similar tools pick up natively. A one-command install gets it running locally with no account, and you can also self-host it behind your own network or call it through the typed Python and Node SDKs. For a lightweight tool it is genuinely fast, about 2.3x faster than Tavily and 1.5x faster than Firecrawl in 1K-URL benchmarks while sitting at roughly 6 MB of RAM.

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