Official MCP RegistryListed
AX Audit MCP Server
Scan any website for AI-agent readiness: 0-100 score, grade, and agent-simulation audit.
First seen 27 Oct 2026. Evidence as of 9 Nov 2026.
3
Tools
From an anonymous probe
1
Source listings
Each with its own history
5
Recorded changes
Since first seen
Tools
| Tool | Description | Behaviour |
|---|---|---|
| get_report | Fetch a full AX Audit report by the report_id returned from run_full_audit, without re-scanning the site. No authentication required. | Read-only |
| run_full_audit | Run the full AX Audit on a URL — the same real AR-* checks as scan_site (the exact check count grows over time, so it is intentionally not pinned here), plus an agent-simulation task (e.g. "find pricing") and an industry benchmark percentile, with the result persisted server-side. Returns a report_id that can be used to retrieve the same report later without re-scanning. No authentication required. | Read-only |
| scan_site | Run an AX Audit on a URL — scores how ready a website is for AI agents across every real AR-* check this engine runs (robots.txt AI policy, llms.txt, agent.json, JSON-LD, OpenAPI, MCP/OAuth discovery, AR-PROV provisioning, and more — the exact check count grows over time, so it is intentionally not pinned here). Returns a 0-100 score, a letter grade, and a per-check breakdown. No authentication required. | Read-only |
Change history
- scan_site: annotations changed
- run_full_audit: annotations changed
- get_report: tool added
- server instructions changed (+"AX Audit scores how ready a website is for AI agents — discovery, documentation, auth, agent experience, and commerce. Use scan_site for a fast 0-100 preview score; use run_full_audit when you also need an agent-simulation task, an industry benchmark percentile, and a retrievable report_id; use get_report to re-fetch a report you already have the report_id for, without re-scanning. All three are read-only and require no authentication.")
- Listed (registry)
| Source | Listing | First seen | Last seen | Versions |
|---|---|---|---|---|
| Official MCP Registry | io.github.AINative-Studio/ax-audit | 27 Oct 2026 | 9 Nov 2026 | 1 |