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CRW Web Scraper MCP server

by us·io.github.us/crw·v0.36.0·1.1k stars

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

A90/100grade A
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Safety scan
A90/100

full report

Adoption
Established

1.1k stars

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If you have run it, two minutes of your experience saves the next person an afternoon.

CRW Web Scraper tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.10 · 2026-10-02 · same rubric, same numbers if you re-run it

no findings
  • –Code scanpackage could not be scannedn/a
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 2 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year9/10
Overall 90/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How CRW Web Scraper compares

Against every graded Scraping and browsing MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
90/100
higher than 78% of 866 Scraping and browsing servers
GitHub stars
1,097
more than 95% of 583 Scraping and browsing servers

Release history: 2 versions in the registry since 2026-09-11, latest 2026-09-19, typically one every 8 days.

Install CRW Web Scraper in Claude Code, Cursor or VS Code

claude mcp add crw -- docker run -i --rm ghcr.io/us/crw:latest
Add to Cursor

What the publisher says

From the CRW Web Scraper repository's README, as published. We do not edit it. Read it on GitHub

fastCRW

Turn URLs into clean markdown or structured JSON with one engine for search, scrape, map, crawl, and extract.

Run it locally as a small Rust binary or use the managed API.

Get 1000 free credits → · Install · Docs

No credit card. Continue with GitHub.

One-command install

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

Runs local and free, no account needed. To use the Cloud, paste your key into the same command and it installs the binary, connects the key, and registers the MCP server with the AI coding tools you already have:

curl -fsSL https://fastcrw.com/install | CRW_API_KEY=crw_live_... sh
crw search "rust tutorials"

Claude Code, Cursor, Codex, Gemini CLI, OpenCode and Windsurf are picked up automatically when they are already set up; nothing else is touched, and your key stays in ~/.config/crw/config.toml rather than being copied into each tool. Add CRWNOAGENTS=1 to skip that step, or run crw setup on its own to choose interactively.

1000 free credits, no credit card. Managed proxies, JS rendering and search, with nothing to run or keep up to date. Get my free key →

macOS and Linux, Intel and ARM. More install options →

What it does

See the full API →

Why fastCRW

On Firecrawl's own public 1,000-URL dataset, fastCRW recovered more truth than Crawl4AI and Firecrawl, matched the fastest median latency, and idled at ~14 MB RAM.

Methodology, full numbers, and how to reproduce it

On a different benchmark entirely, answer accuracy rather than scrape recall, fastCRW answers 90.0% of the 600 AA-Omniscience questions correctly. Every product listed on the Artificial Analysis Search Index sits below it.

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

CRW Web Scraper: common questions

Is CRW Web Scraper MCP server safe?
Yes, by our scan: it is graded A (90/100). Read the CRW Web Scraper safety report
How do I install CRW Web Scraper?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does CRW Web Scraper need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is CRW Web Scraper maintained?
The last commit was 34 days ago (2026-09-30). The latest release is v0.36.0.
What can I use instead of CRW Web Scraper?
Servers from other publishers that do the same job: Crawlberg MCP server, Kreuzcrawl MCP server and PyreCrawl MCP server. Compare all CRW Web Scraper alternatives.
How does CRW Web Scraper compare with other Scraping and browsing MCP servers?
safety score 90/100 (higher than 78% of 866 Scraping and browsing servers); github stars 1,097 (more than 95% of 583 Scraping and browsing servers). Full comparison.

Alternatives to CRW Web Scraper

Same job from other publishers: the closest match first, then the best rated.

All CRW Web Scraper alternatives →
  • Crawlberg
    Scrape, crawl, and map websites to Markdown or JSON via local CLI.
    A
  • Kreuzcrawl
    Scrape, crawl, and map websites to Markdown or JSON via local CLI.
    A
  • PyreCrawl
    Web scraping + research toolkit for AI agents: scrape, crawl, monitor URLs with anti-bot bypass.
    A
  • WebReaper
    AI-native web scraper: scrape, crawl and map any site to clean markdown over stdio. MIT-licensed.
    A
  • Anakin
    Web data for AI agents: scrape, crawl, search, deep research, site monitoring, browser automation
    B