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MCP MCP server · io.github.us

io.github.us/crw

Open-source web scraper for AI agents with scrape, crawl, and map tools

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CRW Web Scraper is an open-source web scraper exposing scrape, crawl, and map tools to AI agents via an MCP server over stdio. It runs locally and free with a one-command install, with an optional Cloud mode using an API key.

You want a local, no-account web scraping MCP server for your AI tools, with a CLI, Python SDK, and REST API as alternatives.

Use it to

  • Install the MCP server into detected AI tools with crw setup
  • Scrape, crawl, and map websites from an AI agent
  • Use the CLI or Python SDK directly instead of MCP
  • Check /v1/capabilities to see what your deployment supports
  • Migrate from Firecrawl using the provided guide

For Developers wiring web scraping into AI agents

Runs
installed — on your machine
Transport
stdio
Packaged as
oci:ghcr.io/us/crw:latest
Install
docker run ghcr.io/us/crw:latest
Version
0.35.1
Last release
2026-09-11
topicsweb-scrapingmcpai-agentscrawlerrustopen-source