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Agent Ready Mcp
Audit any website for AI agent-readability via native MCP tool calls.
Free
See it in action
You say
Install the agent-ready mcp server in my Claude Desktop config and scan https://example.com/docs to see if it's agent-ready.
Your agent does
I've updated your Claude Desktop config with the Agent Ready MCP server.
Scan Result for example.com: Score: 78/100 (Good) llms.txt: Missing (Check L1) Manifests: robots.txt found, but missing /ai-plugin.json (Check C2) Top Fix: Add an llms.txt to the root to provide structured context.
About this skill
What it does
The Agent Ready MCP skill equips your AI agent with the tools to audit any website for AI readiness. It installs the official Model Context Protocol (MCP) server, allowing your agent to run deep scans, retrieve historical reports, and query the Agent Ready knowledge base directly through native tool calls.
Why use this skill
Modern AI agents struggle with websites designed only for humans. This skill automates the technical discovery required to make your site "agent-friendly." By integrating via MCP, your agent avoids manual HTTP wiring or curl commands and gains access to specialized prompts for interpreting scan results and generating remediation plans.
Supported tools & workflows
- scan_site: Validates 60+ agent-readability signals (llms.txt, manifests, etc.).
- get_scan: Retrieves existing reports using a scan ID for historical comparison.
- ask: A local RAG tool to query definitions for specific agent-readability checks.
- Workflow Prompts: High-level wrappers for scanning, interpretation, and building prioritized fix-it docs.
Professional output
The skill produces structured summaries including an overall readability score (0–100), rating bands (e.g., "Excellent"), and a breakdown of failing technical checks with specific "How to Fix" instructions.
Changelog
- v1.1LatestJun 17, 2026
Updated skill file
- v1.0Jun 17, 2026
Initial release
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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