Agentic Web Readiness Checker
Check MCP, OpenAPI, and tool-use capabilities for AI agent integration
Frequently Asked Questions
What is agentic web readiness?
It measures how well your website can interact with AI agents — not just crawlers, but programs that want to use your site's functionality.
What standards does this check?
MCP (Model Context Protocol), OpenAPI specifications, and .well-known discovery endpoints for AI agent capabilities.
Is this the same as the MCP tool on State of AI?
Similar but with a GEO focus — we additionally check how agentic readiness affects your content's visibility in AI-powered search results.
Do e-commerce sites need agent readiness?
Yes, increasingly. AI shopping agents are emerging that compare products programmatically. Supporting agent protocols can drive AI-referred traffic.
Is MCP widely adopted?
MCP is still early-stage. Early adopter advantage is significant — sites with agent endpoints get preferential treatment from AI tools.
What is .well-known discovery?
The .well-known directory is a standard location for machine-readable configuration files. AI agents look here for mcp.json and openapi.json.
How do I implement MCP for my site?
Create a .well-known/mcp.json file describing your capabilities. Libraries exist for Express, Django, and other frameworks.
Is there a security risk?
Like any API, implement proper authentication, rate limiting, and input validation. Never expose write operations without authorization.
What about OpenAPI 3.x support?
We check for OpenAPI specs at standard locations. If found, we validate the schema and check for AI-specific extensions.
Is this tool free?
Yes. Agentic web readiness checking is a free core tool on GEO Score.