Agent Readiness MCP is an open-source MCP server that audits websites for compatibility with AI agents. It evaluates discovery, trust, commerce, interoperability, Google AI Search guidance, and browser-agent user experience for developers and site owners.
In the Frameworks & runtimes space, Agent Readiness MCP takes a focused approach. It focuses on assessing whether websites can be discovered, trusted, and used effectively by AI agents. Agent Readiness MCP is an open-source project aimed at web developers and site owners. Agent Readiness MCP costs nothing to use. Agent Readiness MCP is available on the web, the command line, and API, and it can be self-hosted.
ForgeMesh Labs builds and maintains Agent Readiness MCP. Key capabilities include website audits, discovery checks, and trust checks. It exposes integrations via an MCP server.
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