# 100 Questions AI Visibility Readiness MCP

A public, read-only Model Context Protocol endpoint that checks a public website for technical AI-search crawlability and discovery signals.

Canonical HTML: https://100questionsai.com/mcp
Publisher: 100 Questions
Last reviewed: 2026-08-14

## Endpoint

Streamable HTTP endpoint: https://100questionsai.com/mcp
Method: POST
Authentication: none
Tool: check_ai_visibility_readiness

The tool accepts one public website hostname and returns a readiness score, individual checks, and prioritized actions. Do not submit secrets, private network addresses, or personal data.

## Discovery

- MCP server card: https://100questionsai.com/.well-known/mcp/server-card.json
- OpenAPI description: https://100questionsai.com/openapi.json
- Agent authentication guidance: https://100questionsai.com/auth.md
- Concise site index: https://100questionsai.com/llms.txt
- Full product reference: https://100questionsai.com/llms-full.txt

## Human-readable guides

- Free checker: https://100questionsai.com/ai-visibility-checker
- AI visibility guide: https://100questionsai.com/ai-visibility
- Methodology: https://100questionsai.com/methodology

## Important limitation

AI answers vary by provider, model, search source, locale, and time. No technical or content tactic guarantees a recommendation, citation, or ranking.