Crw MCP Server

Python SDK for CRW web scraper — scrape, crawl, and map any website from Python

Remote serverstreamable-httpPython

What is the Crw MCP Server?

Python SDK for CRW web scraper — scrape, crawl, and map any website from Python

The short version

The web data API for AI agents — search, scrape, map, and crawl any site into clean markdown or JSON.

  • Most accurate — — the highest truth-recall (how much of the real page content it captures): 63.7% on 819 labeled URLs in Firecrawl's public dataset, vs Firecrawl 56.0% and Crawl4AI 60.0% — and it recovers 34 pages both miss
  • Lighter — — one static binary, ~50 MB RAM idle. No Redis, no Node, no Chromium heap in the request path — it runs on a $5 VPS

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Configuration

VariableDescriptionRequired
CRW_API_KEYCredential the server authenticates with.Yes
CRW_API_URLEndpoint or connection string the server talks to.Yes

Example prompts to try

  • “Use Crw to Lighter.”
  • “Use Crw to Drop.”
  • “Use Crw to Verb.”

Frequently asked questions

Python SDK for CRW web scraper — scrape, crawl, and map any website from Python Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.