Automation and scraping · Independent · 22 Oct 2026

fastcrw/crw

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.

← Automation and scraping
fastCRW: Web Scraper in Rust. Turns URLs into clean markdown and structured data.

In simple English

This tool turns web pages into clean markdown files or structured data. It searches the web, crawls entire websites and extracts specific facts. You can run it on your own server or pay for a managed cloud service. It is designed to be fast and use very little memory. It also connects to coding assistants so your AI can read live web pages.

What it is

fastCRW is a web scraping, crawling and search engine written in Rust. It provides a command-line interface, a REST API and a Model Context Protocol (an open standard that lets AI assistants talk to local data sources and tools) server.

What it is good for

Solo builders who need to feed clean web data into language models or applications without paying high cloud fees. It removes the need to write custom HTML parsers for every new website.

Stars1.2k
LicenceAGPL-3.0
Latestv0.39.0 (2026-10-21)checked 22 Oct 2026
Last code change2026-10-21
Written inRust
Setup effort
2 / 5
Payoff
5 / 5
Good
  • Uses very little memory, running on about 6 MB of RAM.
  • Drop-in replacement for existing scraping services with compatible API routes.
  • Includes direct support for connecting to AI coding tools out of the box.
Watch for
  • Licensed under AGPL-3.0, which has strict copyleft rules for network services.
  • Requires compiling from source or downloading prebuilt binaries if you self-host.
  • Advanced JavaScript-heavy sites may still need external rendering proxies.
Replaces

Writing custom web scrapers with BeautifulSoup or Puppeteer.

Works well with

Claude Code or Cursor for AI-assisted web research.

Similar repositories
  • firecrawl/firecrawl194k stars

    Firecrawl turns entire websites into markdown or structured data, and fastCRW offers a drop-in API compatible with it.

  • unclecode/crawl4ai86k stars

    Crawl4AI is an open-source web crawler built for large language models, similar in purpose but written in Python rather than Rust.

  • tavily-ai/tavily-python1.4k stars

    Tavily provides an optimized search API for AI agents, which fastCRW matches with its own search and scrape pipeline.

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Install
curl -fsSL https://fastcrw.com/install | sh

Independent: reviewed for Repo Radar outside the daily editions. Every independent repository

On Stack Radar: Data & Research › Web Scraping & Crawling › Search APIs for AI Agents.

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