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Works with the AI tools you already use
Claude Code
Cursor
Codex CLI
Muse
Dots+22 moreClaude CodeCursorCodex CLIMuseDots
OpenClaw
Manus
Grok
Grok Bot+18 agentsAgent Ready Mcp
Audit any website for AI agent-readability via native MCP tool calls.
Free
agent-ready-mcp
Example session with this skill installed
Install the agent-ready mcp server in my Claude Desktop config and scan https://example.com/docs to see if it's agent-ready.
- Read your context and instructions
- Compiled the agent-ready-mcp
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.
Connects securely to your tools. The creator never sees your data.
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.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
Free skills download straight away. Paid skills unlock right after purchase.
- 2
Unzip into your skills folder
Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.
- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
Skills folder by agent
Click the path to copy it. Create the folder if it does not exist yet.
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Github
Npmjs
Agent Ready
Github