
Crawlbit
io.github.amati032-devPublished by GitHub account amati032-devv1.0.1Updated Oct 27, 2026
Four free tools to check if AI engines can find, read and recognise a site. No API key.
Overview
CrawlBit checks whether AI engines can find, read and recognise a website, exposing four free read-only analysis tools to an assistant.
- What you can do
- Check whether named AI crawlers can read a site via robots.txt
- Assess whether a brand reads as a clear entity AI can recognise
- Find where a brand is missing off-page, outside its own site
- Inspect published structured data for AI shopping readiness
- Compare two sites on AI crawler access
- When to use it
- Useful when auditing a site's AI visibility: whether AI crawlers are blocked, whether the brand is recognisable, where third-party mentions are missing, or whether product data is machine-readable. It measures conditions for citation, not actual citations.
- Requirements
- Node.js 18 or later to run the npm package locally over stdio. No account, API key or signup. Network access to the CrawlBit API; the optional CRAWLBIT_BASE_URL variable points it at another instance.
Installation
In SourceWeft
- Open Crawlbit in the dashboard and add it to a workspace.
- Enable the server for the chats that should use its tools.
Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.
Other MCP clients
Follow the launch instructions in the repository.
README
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.
Ask in plain language. Your AI client picks the right tool.
Install
Requires Node.js 18+.
Claude Code
Claude Desktop
Add to claude_desktop_config.json:
Cursor
Add to .cursor/mcp.json:
Restart your client. Four tools appear.
The four tools
Try these
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.
- It does not test whether AI actually cites a brand. That means running real buyer questions 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.
crawler_watchreadsrobots.txtonly. It cannot see blocking done at the CDN, firewall or rate-limit layer. A site can pass here and still refuse the crawler in practice.entity_checkreads what the site publishes about itself. It says nothing about the brand's reputation across the rest of the web.shoppinginspects published structured data. It cannot see a merchant feed submitted privately to a platform.
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
Privacy
The server runs locally and stores nothing. The only data leaving your machine is the URL you ask about, sent to the CrawlBit API to be analysed. There is no account, so there is nothing to tie a request to a person.
About
Built by CrawlBit, which measures AI visibility and does the off-page work that earns citations. The free tools here are the measurement half. The paid work is the other half, and you are not required to look at it to use this.
MIT licensed. Issues and pull requests welcome.
Source: README.md at commit 0b58ce5
Tools
0Version history
1- v1.0.1LatestSep 16, 2026
Score
50% of the applicable checks met
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- Reached in the last 30 days25 pts
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- Auth declared10 pts
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- Tools listed15 pts
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- DescriptionRequired15 pts
- Logo10 pts
- Documentation15 pts
- License10 pts
