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https://issues.apache.org/jira/browse/CAMEL-24309?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Work on CAMEL-24309 started by Federico Mariani.
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> AiToolRegistry listener SPI for tool registration changes
> ---------------------------------------------------------
>
>                 Key: CAMEL-24309
>                 URL: https://issues.apache.org/jira/browse/CAMEL-24309
>             Project: Camel
>          Issue Type: Sub-task
>          Components: camel-ai
>            Reporter: Federico Mariani
>            Assignee: Federico Mariani
>            Priority: Major
>              Labels: ai, mcp
>
> Add a listener SPI to {{AiToolRegistry}} in camel-ai-tool: callbacks fired 
> when a tool spec is registered or deregistered (route 
> start/stop/suspend/resume).
> Prerequisite for the MCP server's {{tools/list_changed}} notification (MCP 
> clients cache {{tools/list}} and rely on the {{listChanged}} capability). The 
> existing langchain4j/spring-ai adapters re-query the registry per exchange 
> and are unaffected.
> ----
> _This issue was drafted by Claude Code on behalf of Federico Mariani._



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