Hi Luis Garcia ,
Thanks for the question.
Why only one Fabric Data Agent can be added The Azure AI Foundry portal currently supports attaching only one Microsoft Fabric Data Agent per Foundry agent. After you add the first Fabric Data Agent, the tool picker intentionally hides the Fabric option. This reflects the current supported model where each agent can maintain a single Fabric-scoped connection. Reference: Use the Microsoft Fabric data agent https://dori-uw-1.kuma-moon.com/azure/ai-foundry/agents/how-to/tools/fabric#add-fabric-data-agent-to-your-azure-ai-agent
Why keynote demos show multiple Fabric Agents Some keynote demonstrations use internal preview builds that support multi-Fabric-agent orchestration. This capability is not yet available in the public Azure AI Foundry portal, which is why the UI prevents adding a second Fabric Data Agent.
Supported configuration today You can attach: • One Fabric Data Agent • Additional tool types such as SharePoint, file search, web search, or other external knowledge sources
Connecting multiple Fabric Data Agents to a single Foundry agent is not supported in the current public release.
I hope this helps. If the answer is useful, please accept and upvote it to close the thread.