- CollectionObservability & Tracing
- Classificationagent-native
- MCPAvailable
- Agent SkillUnavailable
- InterfacesMCP · CLI · http
What it does
Agent Trace provides observability for AI agents. Its agent-facing value is to give autonomous systems a programmatic primitive that can be invoked during a task loop without requiring a human to operate a dashboard for each action.
Agent-facing interfaces
- Catalog protocols: MCP, CLI, http
- MCP: ⚠️ MCP support is not the primary verified surface for this entry.
- Agent Skill: ⚠️ No dedicated catalog skill verified in this entry. Search ClawHub or the upstream README for the latest installable skills.
- Onboarding type:
other
Protocol surface
| Interface | Detail |
|---|---|
| Primary surface | CLI, OpenTelemetry-style traces, cost/tool visibility |
| Repository | https://github.com/Siddhant-K-code/agent-trace |
| MCP | ⚠️ |