AI Tools 75% 1 min readJul 8, 2026, 2:45 PM

Google Deepmind adds background execution and MCP support to Gemini API managed agents

30-second summary

Google DeepMind is enhancing its Gemini API Managed Agents with background execution, MCP server connections, custom functions, and credential refresh capabilities.

Google Deepmind adds background execution and MCP support to Gemini API managed agents
Key takeaways
  • Agents in the Gemini API can now run asynchronously in the background, enabling long-running tasks without blocking.
  • Direct MCP server connections allow agents to interact with external tools and services more seamlessly.
  • Custom functions can now be used alongside sandboxed tools, increasing flexibility in agent operations.
  • Credential refresh support ensures agents maintain state and access without interruptions.
Full story

Google DeepMind has introduced four new features for its Managed Agents in the Gemini API, significantly expanding their functionality. Agents can now run asynchronously in the background, allowing for long-running tasks without blocking the main process. This is particularly useful for workflows that require continuous monitoring or processing over extended periods.

The update also includes direct integration with remote MCP (Model Context Protocol) servers, enabling agents to interact with external tools and services more seamlessly. Additionally, developers can now combine custom functions with sandboxed tools, providing greater flexibility in how agents operate. Finally, the credential refresh feature ensures agents maintain their state and access without interruptions, even when credentials expire or need updating.

These enhancements reflect Google DeepMind's push to make its AI agents more robust and versatile for enterprise and developer use cases. The background execution and MCP support are especially notable, as they address common pain points in agent-based systems, such as state management and external tool integration.

Source: Google Deepmind adds background execution and MCP support to Gemini API managed agents. Read the full piece at the source.

Why this matters
Developers

Enables more robust, long-running agent workflows with seamless external tool integration and state management.

Businesses

Improves operational efficiency by allowing agents to handle background tasks and external integrations without manual intervention.

Everyone

Enhances the capabilities of AI agents in practical applications, making them more reliable for real-world use.

Glossary
MCP (Model Context Protocol)
A protocol for enabling AI agents to interact with external tools and services.
Managed Agents
Pre-built AI agents in the Gemini API designed for specific tasks or workflows.
Sources · 1
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