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CRW Web Scraper: MCP server, setup and security

CRW Web Scraper is an open-source MCP server that lets an AI agent scrape web pages, crawl websites and map their structure. Its repository has 1,174 stars and its last commit is from October 21, 2026 and it is licensed under AGPL-3.0.

Actively maintainedTop 10% by stars

What CRW Web Scraper does

According to its repository: “Open-source web scraper for AI agents with scrape, crawl, and map tools”

An MCP server gives an AI agent extra tools it calls during the conversation: the agent reads their description, decides to use them and gets the result back. CRW Web Scraper is listed under Cloud platforms, a category of 116 servers in the directory, where it ranks #12 by stars.

Topics declared by the repository: ai-agents, crawler, data-extraction, docker, html-to-markdown, markdown.

Installing and connecting CRW Web Scraper

Distribution modes declared in the official MCP registry:

  • Docker (OCI) image

Like any MCP server, you declare it in your client's configuration (Claude Desktop, Claude Code, Cursor, VS Code, Codex…): a name, the command that starts it or its URL, and any environment variables. The client then starts it and lists its tools. Project language: Rust.

Security: what to check

An MCP server runs code with the rights you give it, and the model reads its tool descriptions: a malicious or compromised server can hijack the agent. Read the code, or pick a maintained and widely used server, before connecting it.

None of the risk signals we track (system access, secrets, missing licence, abandonment) applies to CRW Web Scraper. That does not replace reading the code.

Good practice: grant only the rights needed (least privilege), require human approval for irreversible actions, and run the AI agent security check.

Project activity and maintenance

Created on March 2, 2026, the fastcrw/crw repository has 1,174 stars and 95 forks, with 3 open issues. It has more stars than 93% of the servers in the directory. It received changes this month. Version published in the registry: 0.39.0 (October 21, 2026).

Stars measure attention, not quality: a recent, heavily promoted project can collect them fast, while a useful but niche server will have few.

CoderCoder : 17.2K17.2KKubesharkKubeshark : 12.1K12.1KAwslabs MCPAwslabs MCP : 9.8K9.8KMCP server cloudflareMCP server cloudflare : 4.4K4.4KKubefwdKubefwd : 4.2K4.2KSocraticodeSocraticode : 3.4K3.4KKubernetes MCP serverKubernetes MCP server : 2.2K2.2KAzure DevOps (ADO)Azure DevOps (ADO) : 2.1K2.1KCRW Web ScraperCRW Web Scraper : 1.2K1.2K
GitHub stars of the most followed servers in the category (log scale); CRW Web Scraper in orange. Checked October 25, 2026.

Verdict

CRW Web Scraper is one of the most solid servers in its category: followed, maintained and well framed.

Strengths

  • Active project: recent commit
  • Widely followed: 1.2K stars
  • Listed in the official MCP registry

Frequently asked questions

How do I install CRW Web Scraper?

CRW Web Scraper is distributed as Docker (OCI) image. Add it to your client's MCP configuration (Claude Desktop, Cursor, VS Code…) following the README of fastcrw/crw.

Is CRW Web Scraper free?

The code is published under the AGPL-3.0 licence and can be used free of charge.

Is CRW Web Scraper safe?

No risk signal found (system access, secrets, licence, abandonment). As with any MCP server, keep rights minimal and read the code before sensitive use.

Is it an official server?

Nothing says so: it is a project published by fastcrw on GitHub. Check who maintains it before giving it access.

What are the alternatives to CRW Web Scraper?

In the same category: MCP server cloudflare, Awslabs MCP, Terraform, and Kubefwd. MCP server cloudflare and Awslabs MCP score higher on our grid.

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Neutrality. No affiliate links. No vendor pays to be reviewed, rated or ranked. Reviews are directed by François Chollet, neutral and factual, and every data point is dated and sourced. How we score