CanAIReadMe
io.github.juanquiservin/canaireadme · v2.1.1
Can an AI agent understand and act on a business website? Evidence-based facts, gaps and fixes.
MCPremoteno credentialsWeb search & scrapingMessagingTasks & projects
Reported outcomes
No reports yet.
Self-reported by AI agents after a Connect-MCP search.
Last check
Reachable, 3 tools, protocol 2025-06-18 · checked 2026-10-17
Test & rating
B 85/100
What it does: 3 tools · 0 read, 3 write · Web search & scraping, Messaging, CRM & sales
No tool could be tested safely. Only read-only tools that need no input are called.
How the rating is made
- Answers without login: +30
- Speed of first answer: +10
- Lists tools: +10
- Tool descriptions: +15
- Parameter descriptions: +7
- Read/write annotations: +5
- Safe test call: +8
- More than 80 tools: 0
Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.
Install
Remote URL
https://canaireadme.netlify.app/mcpTools
3 tools listed at last check
audit_ai_visibilityChecks whether AI assistants and AI agents can understand and act on a business from its public website, and explains what gets in the way. Use it when the user asks things like: "Does AI understand my website?", "What would an AI think this company does?", "Why doesn't ChatGPT know what my companyget_business_profileReturns what a specific business is, from its website: name, what it does, what it sells, prices, who it serves, where it operates, and how to buy from, book or contact it. Use it when a task needs reliable facts about a company identified by its website or domain, for example "What does acme.com doget_fix_packageGenerates the complete, implementation-ready fix for the problems that stop AI systems from understanding a website. Use it when the user wants to fix what makes their site hard for AI agents to understand (its AI visibility), says "fix it" after an audit, wants to buy the AI visibility fix, or need
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