Andrea Cosentino created CAMEL-24221:
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Summary: Camel JBang MCP Server - Add camel_runtime_ai_trace tool
for AI exchange tracing
Key: CAMEL-24221
URL: https://issues.apache.org/jira/browse/CAMEL-24221
Project: Camel
Issue Type: Improvement
Components: camel-jbang
Reporter: Andrea Cosentino
Add a new MCP tool that traces AI-specific exchange flow in running Camel
routes. While camel_runtime_trace exists for general tracing, it does not
surface AI-specific metadata.
Scope:
- New tool: camel_runtime_ai_trace
- Captures: token usage per LLM call, latency per AI component, model ID used,
guardrail outcomes, streaming chunk counts
- Input: route ID or pattern filter, optional time window
- Output: structured trace with AI-specific metrics per exchange step
- Leverages existing Camel exchange headers (CamelAwsBedrockTokenCount, etc.)
Location: dsl/camel-jbang/camel-jbang-mcp/
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