Koskamo

AX Audit MCP Server

Scans websites for AI agent readiness across 6 categories aligned to the AgentReady AR-* standard, providing a 0-100 score, grade, and agent-simulation audit via tools like scan_site and run_full_audit.

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

AX Audit MCP Server logo, by AINative StudioCommunity listingStreamable HTTPNo sign-inEndpoint checked 2026-11-01Published by AINative Studio
MCP endpoint (Streamable HTTP)
https://ainative.ax/mcp
Vendor documentation

What you can do with it

  • Scan any website for AI agent readiness
  • Get a 0-100 score and grade
  • Run full audit with simulation and benchmark
  • Check agent provisioning readiness

Source and maintenance

Community listingRegistry 1.0.0
mcp-registry: io.github.AINative-Studio/ax-audit@1.0.0Source repository
Maintenance checked

Protocol and capabilities

Server
ax-audit 1.0.0
MCP protocol
2025-06-18
Tools
2 advertised
Resources
Not advertised
Resource templates
Not advertised
Prompts
Not advertised
Server-advertised capabilities
{
  "tools": {
    "listChanged": true
  }
}

Tools

2 advertised

scan_site — Scan site for AI-agent readiness
Advertised by the server during the last successful anonymous check.

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.

scan_site input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "description": "URL to scan, e.g. https://example.com"
    }
  }
}
run_full_audit — Run full AX Audit with simulation and benchmark
Advertised by the server during the last successful anonymous check.

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.

run_full_audit input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "description": "URL to scan, e.g. https://example.com"
    },
    "industry": {
      "type": "string",
      "description": "Industry to benchmark against, e.g. saas. Defaults to \"saas\"."
    }
  }
}

Prompts

Not advertised

No prompt definitions available.

Resources

Not advertised

No resource definitions available.

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
715 ms
95th percentile latency
715 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 715 ms · metadata changed · 2 tool(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http ax-audit-mcp-server https://ainative.ax/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add ax-audit-mcp-server --url https://ainative.ax/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable ax-audit-mcp-server in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "ax-audit-mcp-server": {
      "url": "https://ainative.ax/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "ax-audit-mcp-server": {
      "type": "streamableHttp",
      "url": "https://ainative.ax/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start ax-audit-mcp-server and inspect its tools.
VS Code configuration
{
  "servers": {
    "ax-audit-mcp-server": {
      "type": "http",
      "url": "https://ainative.ax/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http ax-audit-mcp-server https://ainative.ax/mcp

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.
Claude Desktop configuration
{
  "mcpServers": {
    "ax-audit-mcp-server": {
      "url": "https://ainative.ax/mcp"
    }
  }
}

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "ax-audit-mcp-server": {
      "serverUrl": "https://ainative.ax/mcp"
    }
  }
}

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