Armature - Product analytics for AI agent sessions

Show HN: Product analytics (and evals) for agent sessions on your MCP

Armature - Product analytics for AI agent sessions

Armature is a product analytics platform designed for AI agent sessions. It captures and analyzes user interactions with your product through AI clients like Claude and ChatGPT, revealing user intent, agent thinking, and success rates. It identifies top use cases, surfaces issues like loops and failures, and offers session replay for deep investigation. With easy SDK integration, PII redaction, and a free tier, Armature helps product teams understand and improve the agent experience.

When a user delegates to an agent, the session happens inside Claude or ChatGPT and your UI never sees it. Armature captures exactly those sessions.

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2026-08-03