Agent Ready Api

Optimize Your Site for AI Agents

The Agent Ready skill allows developers to programmatically audit any public URL for "AI readiness." As the web shifts from human-centric to agent-centric browsing, this skill ensures your documentation and site structure are easily parsable by LLMs and autonomous agents.

What it does

• Comprehensive Auditing: Scans sites against 60+ benchmarks, including the Vercel Agent Readability Spec and llmstxt.org standards.
• Protocol Validation: Checks for modern agent manifests like MCP server cards, agents.json, A2A, and NLWeb.
• Technical Scoring: Provides automated scores (0-100) and categorical ratings (Excellent to Needs Improvement).
• Remediation Guidance: Returns specific failure reasons and "how-to-fix" instructions for every failing check.

Why use this skill?

Prompting an AI to "look at my site" often results in surface-level feedback based on visual layout. This skill uses a specialized REST API to perform a deep structural crawl, looking for the specific invisible files and metadata that actual production agents (like Claude Code or GPT-4o) depend on. It provides a repeatable, data-driven score that you can track over time or integrate into CI/CD pipelines.

The Output

You receive a structured summary featuring an overall score, sub-scores for specific specifications (like llms.txt), a list of the highest-impact failing checks, and a shareable URL for a detailed visual dashboard.