Google Releases Deep Research & Max in Gemini API Preview

Google moves Deep Research and Deep Research Max into Gemini API public preview — autonomous research agents on Gemini 3.1 Pro, now with MCP support for enterprise data sources and private files.

1 min read|agenticonsult Intelligence

Google Releases Deep Research & Max in Gemini API Preview

Google has moved Deep Research and Deep Research Max — autonomous research agents built on Gemini 3.1 Pro — into Gemini API public preview for paid users. The headline addition from the December preview is MCP server support: agents can now connect to enterprise data, internal repos, and private files alongside Google Search and Code Execution. Deep Research Max extends test-time compute and iterates on reports before returning. Inputs include PDF, CSV, images, audio, and video; native chart generation ships without external libraries.

Why It Matters

Enterprise AI research pipelines now have a Google-backed alternative to custom RAG stacks. Google Cloud enterprise availability is confirmed as coming soon.

Primary source

Google Blog

#google #gemini #deep-research #mcp #enterprise-ai

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