AI Agents
beeai-framework
Build production-ready AI agents in both Python and Typescript.
★ 3.4k starsApache-2.0
View guide →Self-hosted automation: fast, lightweight firecrawl/tavily alternative in rust..
crw is an open-source automation project by fastcrw (fastcrw/crw on GitHub). It has 1,101 GitHub stars and 89 forks, is released under the AGPL-3.0 license, and was last updated on GitHub on 4 October 2026.
Fetch the source code onto your machine.
Compile the release binary with Cargo.
Copy the sample config and adjust it.
Launch the compiled binary.
Built around ai for a focused workflow.
Built around ai agents for a focused workflow.
Built around crawler for a focused workflow.
Built around data extraction for a focused workflow.
Inspect, fork, and modify every line of the code.
Run it on your own machine — no account lock-in.
Get the source on your machine.
git clone https://github.com/fastcrw/crw.gitCompile with Cargo.
cd crw && cargo build --releaseRun the release binary.
cd crw && ./target/release/crwIt fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/scrape, /crawl, /search). 2.3x faster than Tavily, 1.5x faster than Firecrawl in 1K-URL benchmarks. 6 MB RAM, single binary. Self-host or use managed cloud, giving you a working starting point you can run and adapt.
Yes — the code is open-source, so you can use and modify it without a license fee.
Clone the GitHub repository and follow the README; the typical flow is install dependencies, configure, and run.
It is primarily written in Rust, so you will need that toolchain to build or extend it.
The GitHub repository is the hub: open issues for bugs and check the README and discussions for guidance.
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Free and open — grab the source, star the repo, and start creating.