Crawlbit

io.github.amati032-dev由 GitHub 账号 amati032-dev 发布v1.0.1更新于 Oct 27, 2026

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

概览

AI 生成的概览

CrawlBit 提供四个免费工具,检查 AI 引擎能否发现、读取并识别某个网站,供助手调用。

可以做什么
  • 检查指定 AI 爬虫能否通过 robots.txt 读取网站
  • 评估品牌是否被 AI 识别为清晰实体
  • 找出品牌在自有网站之外缺失的位置
  • 检查已发布的结构化数据是否便于 AI 购物代理理解
  • 对比两个网站在 AI 爬虫访问上的差异
适用场景
适合评估网站的 AI 可见性:AI 爬虫是否被屏蔽、品牌是否可被识别、站外提及是否缺失、商品数据是否可被机器读取。它衡量的是被引用的前提条件,而非实际引用情况。
运行要求
需要 Node.js 18 或更高版本,以 stdio 方式在本地运行 npm 包。无需账号、API 密钥或注册。需能访问 CrawlBit API;可选环境变量 CRAWLBIT_BASE_URL 可指向其他实例。
安装前请注意
所查询的网址会发送到 CrawlBit API 进行分析,除此之外没有数据离开本机,也不存储任何内容。请求按 IP 限流。结果有局限:爬虫检查只读 robots.txt,实体检查只读网站自身内容,且没有工具测试 AI 是否真的引用品牌。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Crawlbit,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照 仓库 中的启动说明。

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.

"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

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

Claude Desktop

Add to claude_desktop_config.json:

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

Cursor

Add to .cursor/mcp.json:

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

Restart your client. Four tools appear.


The four tools

ToolWhat it answers
crawlbit_crawler_watchCan GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot and Google-Extended read this site?
crawlbit_entity_checkDoes this brand read as a clear entity AI can recognise?
crawlbit_offpage_gapsWhere is this brand missing outside its own website?
crawlbit_shoppingCan AI shopping agents understand and recommend these products?

Try these

Check whether AI crawlers can read example.comDoes 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.

  • 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_watch reads robots.txt only. 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_check reads what the site publishes about itself. It says nothing about the brand's reputation across the rest of the web.
  • shopping inspects 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

VariableDefaultPurpose
CRAWLBIT_BASE_URLhttps://www.crawlbit.appPoint the server at another instance

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.

来源:README.md,提交 0b58ce5

工具

0
SourceWeft 尚未在沙箱中启动过该软件包,因此其工具未知。

版本历史

1
  1. v1.0.1最新Sep 16, 2026

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