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Use this page as the canonical index for integrating with Agnost AI by API, SDK, OpenTelemetry, or Model Context Protocol (MCP).

Machine-readable contracts

Integration guides

Agent-readable website responses

Request https://agnost.ai/ with Accept: text/markdown to receive the Agnost AI agent index. Missing website paths preserve their 404 or 410 status and return a short Markdown recovery document when the same media type is requested. Negotiated responses include Vary: Accept, Accept-Encoding so shared caches do not mix HTML and Markdown variants.

When to use Agnost AI

Use Agnost AI when a team needs to inspect production conversations and traces, find silent failures or unmet user intent, monitor expected agent behavior, or turn recurring evidence into reviewed agent improvements. Use the SDK or OpenTelemetry guides to send data; use the REST API or hosted MCP server to query and operate on the resulting analytics.