MCP.Market

Crawlbit MCP server

by amati032-dev·io.github.amati032-dev/crawlbit·v1.0.1·1 stars

Four free tools to check if AI engines can find, read and recognise a site. No API key.

A85/100grade A
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Safety scan
A85/100

full report

Adoption
Growing

1 stars58 downloads/wk

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

Crawlbit tools (4)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • crawlbit_crawler_watch

    Checks whether AI crawlers are allowed to read a site: GPTBot, OAI-SearchBot, ChatGPT-User, ClaudeBot, PerplexityBot and Google-Extended. Reads the site's robots.txt and reports, per crawler, whether it is fully allowed, partially blocked or blocked entirely. Use this when someone asks why AI never mentions their site, or before any other AI-visibility work: a blocked crawler makes everything else

  • crawlbit_entity_check

    Checks whether a brand reads as a clear, consistent entity that AI can recognise: Organization schema, a consistent name, a description, a logo and linked profiles (sameAs). AI engines struggle to name a brand they cannot identify as a distinct thing. Use this when a brand is confused with another, or described vaguely, in AI answers. Measures the signals published on the site itself, not the bran

  • crawlbit_offpage_gaps

    Finds where a brand is missing OUTSIDE its own website: review platforms, directories, communities and 'best of' roundups relevant to its category. Off-page mentions on third-party pages are the strongest known predictor of AI citations, because engines weight what others say about a brand far above what the brand says about itself. Use this when a site is technically perfect yet still never cited

  • crawlbit_shopping

    Checks whether AI shopping agents such as ChatGPT Shopping can find, understand and recommend a store's products: product schema completeness, price and availability signals, and the attributes those agents read. Use this for e-commerce sites, especially Shopify, when products never surface in AI recommendations. Inspects published structured data, so it cannot see a merchant feed submitted privat

Public scan report

scanner v0.1.10 · 2026-11-03 · same rubric, same numbers if you re-run it

no findings
  • Code scan2 source files scanned25/25
  • –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 81 days ago12/15
  • Maintainer identityregistry namespace matches repository owner6/10
Overall 85/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Crawlbit compares

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

Safety score
85/100
higher than 70% of 48,255 servers
Tools
4
the typical server has 7
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
1
more than 65% of 28,688 servers
Downloads a week
58
more than 48% of 12,191 servers with a package

What its tools let an agent do: 4 read

Install Crawlbit in Claude Code, Cursor or VS Code

Runs npx -y crawlbit-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add crawlbit -- npx -y crawlbit-mcp
Add to Cursor

What the publisher says

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

CrawlBit MCP

Four free tools that answer one question: can AI engines find, read and recognise a website?

No account. No API key. No signup. Nothing here runs a language model, so nothing here costs you or us anything.

"Can ChatGPT read stripe.com?"
"Why does AI never mention my store?"
"Where is my brand missing outside my own site?"

Ask in plain language. Your AI client picks the right tool.

Install

Requires Node.js 18+.

Claude Code

claude mcp add crawlbit -- npx -y crawlbit-mcp

Claude Desktop

Add to claudedesktopconfig.json:

{
  "mcpServers": {
    "crawlbit": {
      "command": "npx",
      "args": ["-y", "crawlbit-mcp"]
    }
  }
}

Cursor

Add to .cursor/mcp.json:

{
  "mcpServers": {
    "crawlbit": {
      "command": "npx",
      "args": ["-y", "crawlbit-mcp"]
    }
  }
}

Restart your client. Four tools appear.

The four tools

Try these

Check whether AI crawlers can read example.com
Does example.com read as a clear brand entity to AI?
Where is example.com missing off-page, and which gap should we close first?
Compare example.com and competitor.com on AI crawler access

The tools compose. A useful sequence is: crawler access first (a blocked crawler makes everything else pointless), then the entity check, then the off-page gaps.

What this does NOT do

Written plainly, because an SEO tool that overstates itself is worse than no tool.

against ChatGPT, Perplexity and Claude, reading the answers, and reporting who gets named instead of you. It costs real money per run and is not part of this free surface. These four tools measure the conditions that make a citation possible, which is a smaller claim.

  • It does not test whether AI actually cites a brand. That means running real buyer questions

or rate-limit layer. A site can pass here and still refuse the crawler in practice.

  • crawlerwatch reads robots.txt only.** It cannot see blocking done at the CDN, firewall

brand's reputation across the rest of the web.

  • entitycheck reads what the site publishes about itself.** It says nothing about the

privately to a platform.

  • shopping inspects published structured data. It cannot see a merchant feed submitted

If a site scores well on all four and still is not cited, the answer is almost always the same and it is not technical: too few third-party pages mention it. These tools will tell you that honestly rather than sell you a fix that does not exist.

Why only four tools

CrawlBit also runs a full technical audit and generates llms.txt. Both use a language model, so both cost money per run, and neither is exposed here.

That is a deliberate line rather than a teaser. A free tool whose bill grows with its popularity gets rate-limited, degraded or withdrawn the moment it succeeds, and the people who installed it are the ones who pay for that. Everything in this server costs nothing to run, so nothing here has to be taken back later. The audit and the llms.txt generator live at crawlbit.app if you want them.

Rate limit

The API rate-limits per IP. Normal conversational use does not come close, and the server runs on your machine, so the budget is yours rather than shared. If you do hit it, you get a plain sentence rather than a stack trace.

Configuration

Shortened. The full README is on GitHub.

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

Crawlbit: common questions

Is Crawlbit MCP server safe?
Yes, by our scan: it is graded A (85/100). Read the Crawlbit safety report
How do I install Crawlbit?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Crawlbit need an API key?
No secret keys are declared. It reads 1 setting from the environment.
Is Crawlbit maintained?
The last commit was 82 days ago (2026-08-14). The latest release is v1.0.1.
How does Crawlbit compare with other MCP servers?
safety score 85/100 (higher than 70% of 48,255 servers); tools 4 (the typical server has 7); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.