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Google DeepMind added background execution, remote MCP server integration, custom function calling, and credential refresh to Managed Agents in the Gemini API. Background execution runs interactions asynchronously, returning an ID for polling. Remote MCP servers connect directly to private databases without custom proxy middleware.
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