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20
MCP v1.0.0 streamable-http

AI Site Scorer

io.github.MinglesAI/ai-site-scorer

Check website AI-readiness: Schema.org, llms.txt, E-E-A-T, robots.txt. Works in Cursor & Claude.

Watch this dependency Share evidence report
Uptime
0.0%
5 direct probes · 30d
Response
269ms
last probe
Tools
5
callable
Resources
0
readable
Prompts
0
available
Primary URL
https://ai-readiness.mingles.ai/api/mcp/
Score: 20/100
Our probe could not complete the MCP handshake.
fail Answers the MCP handshake 10/50
The server speaks a protocol revision we cannot drive: unsupported negotiated protocol version: 2024-11-05.
How to earn +40 points
Serve Streamable HTTP
The HTTP+SSE transport of 2024-11-05 is retired. Accept a JSON-RPC POST on the primary URL and answer server/discover (2026-07-28), or initialize on 2025-03-26 or later.
Docs →
n/a Lists tools, resources or prompts 0/30
Not scored: a catalogue only counts once the handshake succeeds.
n/a 3 or more catalogue items 0/10
Not scored: a catalogue only counts once the handshake succeeds.
pass Describes itself 10/10
96 characters; more than 30 earns these points.

Tools · 5

analyze_url

Submit a URL for AI-readiness analysis. Checks how well the site is structured for AI/LLM crawling (robots.txt, structured data, page speed, content quality, etc.). Returns scores and recommendations.…

enhance_report

Run LLM deep analysis on a completed report. Returns detailed AI analysis with priority issues and actionable recommendations. Pricing: Free with Pro subscription, or $0.005 USDC via x402 (anonymous o…

generate_fix_prompt

Generate a Cursor/IDE-ready prompt to fix AI readiness issues found in a report. Returns a comprehensive, actionable developer prompt. Pricing: Free with Pro subscription, or $0.002 USDC via x402 (ano…

get_report

Fetch a previously completed analysis report by job ID. Returns scores, check details, and recommendations.

list_recent_analyses

List the 10 most recent analyses for the authenticated account. Returns URLs, scores, and statuses.

How to use

Claude Desktop or claude.ai: add a custom connector (Customize → Connectors; on Team and Enterprise plans an owner adds it under Organization settings → Connectors) with this server URL: https://ai-readiness.mingles.ai/api/mcp/

Cursor or Cline: add to your MCP config:

{
  "mcpServers": {
    "ai_site_scorer": {
      "url": "https://ai-readiness.mingles.ai/api/mcp/",
      "transport": "streamable-http"
    }
  }
}