AI Analytics AI Tools

A community-tracked index of how users feel AI model quality is changing, updated hourly from public feedback and direct submissions.

Armature is analytics and evals for MCP-based agent sessions. It captures how users interact with products through Claude, ChatGPT, Claude Code and other clients, then groups sessions into use cases, flags issues, replays traces, and turns real workflows into evals.