AgentGrade
Audit any site for AI agent readiness, payment protocols, and machine-readable discovery endpoints before you rely on agent traffic.
Overview
AgentGrade is an MCP server for the Launch phase that scans websites for AI agent readiness, payment protocols, and discovery endpoints.
What is this MCP server?
- Scans arbitrary websites for AI agent readiness signals
- Detects payment protocols relevant to agent checkout flows
- Surfaces discovery endpoints agents and catalogs may consume
- Hosted streamable-http MCP at agentgrade.com/mcp
- Useful competitive benchmark during launch prep
- MCP server version 1.0.0 in published metadata
- Remote endpoint https://agentgrade.com/mcp via streamable-http
- Scan scope described as AI readiness, payments, and discovery endpoints
What problem does it solve?
Builders ship landing pages without knowing whether agents can discover, pay for, or complete actions on their product surface.
Who is it for?
Solo builders launching agent-native or API-first products who want a quick external readiness scan from inside their coding agent.
Skip if: Deep penetration testing, compliance attestations, or teams that only need traditional Lighthouse SEO scores.
What do I get? / Deliverables
After scanning, you get a structured readiness picture you can turn into concrete launch tasks for discovery URLs and agent payment hooks.
- Readiness findings on agent discovery and protocols
- Actionable gaps versus agent-capable competitors
- Launch checklist inputs for GEO and agent routing
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Journey fit
Launch and grow depend on how discoverable and agent-actionable your product surface is, not only on human-facing SEO. GEO and agent-discovery checks belong next to SEO when you want LLM crawlers and agents to find and use your APIs correctly.
How it compares
Agent-readiness scanner MCP, not a code-review skill or hosting control plane.
Common Questions / FAQ
Who is AgentGrade for?
Indie builders and small teams shipping web products that expect traffic or transactions from AI agents and assistant search.
When should I use AgentGrade?
Use it before launch or a major GEO push when you want to verify discovery endpoints and payment exposure on your site or a competitor.
How do I add AgentGrade to my agent?
Configure the remote MCP URL https://agentgrade.com/mcp as streamable-http in Claude Code, Cursor, or another MCP client, then run scan tools against target URLs.