Agent Ready Mcp
- 1 repo stars
- Updated July 27, 2026
- mlava/agent-ready-mcp
Scans any URL for AI-agent readability - Vercel Spec, llmstxt.org, and agent-protocol manifests - so a site is discoverable by agents.
About
Agent Ready MCP scans any URL to check how readable it is to AI agents, inspecting for the Vercel Spec, llmstxt.org files, and agent-protocol manifests. It needs an Agent Ready Pro API key. A solo builder uses it to audit whether their site is discoverable and consumable by AI agents and answer engines, a growing AEO/agent-visibility concern at launch.
- Scans a URL for AI-agent readability
- Checks Vercel Spec and llms.txt
- Detects agent-protocol manifests
- Requires an Agent Ready Pro API key
Agent Ready Mcp by the numbers
- Data as of Jul 28, 2026 (Skillselion catalog sync)
claude mcp add --env AGENT_READY_API_KEY=YOUR_AGENT_READY_API_KEY agent-ready-mcp -- npx -y agent-ready-mcpAdd your badge
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| repo stars | ★ 1 |
|---|---|
| Package | agent-ready-mcp |
| Transport | STDIO |
| Auth | Required |
| Last updated | July 27, 2026 |
| Repository | mlava/agent-ready-mcp ↗ |
What it does
Scans any URL for AI-agent readability - Vercel Spec, llmstxt.org, and agent-protocol manifests - so a site is discoverable by agents.
Who is it for?
Auditing a site for AI-agent and AEO readiness
Skip if: Traditional keyword SEO audits
What you get
- agent-readability report
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