OpenAPI readiness for AI agents
How to prepare OpenAPI specs for autonomous tools, copilots and agent workflows.
AI agent readiness guides
Prepare APIs and MCP tools before agents use them.
These resources explain the core risks TimeProofs AgentReady looks for: ambiguous tool descriptions, unsafe actions, missing confirmation rules, weak schemas, poor recovery guidance and unclear machine-readable contracts.
MCP server readiness
How to make MCP tools clearer, safer and easier for agents to select correctly.
AI agent tool risk checklist
A practical checklist for risky operations such as refunds, deletes, exports, emails and publishing.
agentready.json explained
A machine-readable contract that turns scan results into a reusable readiness profile.
Why this matters
Classic API documentation is usually written for human developers. AI agents need more explicit boundaries: what the tool is for, when not to use it, what values are allowed, what requires confirmation, and how to recover safely from errors.
TimeProofs AgentReady does not guarantee that an AI agent will never fail. It identifies structural risks that may cause AI agents to misuse APIs, tools or MCP servers.