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https://issues.apache.org/jira/browse/CAMEL-24221?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Andrea Cosentino reassigned CAMEL-24221:
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Assignee: Andrea Cosentino
> 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
> Assignee: Andrea Cosentino
> Priority: Major
>
> 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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