agentrace

agentrace is an MCP (Model Context Protocol) server that provides structured observability for AI agents. It exposes a suite of tools for tracing, recording, and analyzing the steps, decisions, and errors made by AI agents during complex tasks. Designed for developers, teams, and researchers working with MCP-compatible AI assistants (such as Claude Code and Cursor), agentrace integrates via server or CLI and stores traces as JSON files for full transparency and review. It is especially useful for debugging, auditing, and improving complex agent workflows.