Data and AI releases

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Databricks-provided MCP Services will GA soon

Generally availableVerified

Databricks-provided MCP Services for SaaS applications such as Slack, GitHub, Atlassian, and Google Drive will soon be generally available, with both read and write operations enabled by default. Admins and users can disable MCP Services and individual tools in Unity Gateway . See Connect agents to tools with MCP Services .

AI agentsMCP

Read on docs.databricks.com

Also shipped Jul 10, 2026Databricks in July 2026 →

Online Feature Store (Public Preview)

Online Feature Store is now available in public preview. Serve the latest feature values with low-latency online retrieval backed by Snowflake Postgres for real-time ML applications such as fraud detection, recommendations, and personalization.

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Agentic autofix for code scanning alerts in public preview

Agentic autofix is now in public preview for all code scanning alerts. It remediates alerts generated by CodeQL and third-party scanning tools by working across your codebase the way a developer would, it explores relevant files, proposes a fix, and reruns the original analysis to confirm the fix closes the alert before opening a pull request for your...

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More from Agent Bricks and Mosaic AIEvery Agent Bricks and Mosaic AI release →

Protobuf tensor input for custom model serving endpoints (Public Preview)

For custom model serving endpoints with a tensor-based input signature, you can now send the request body as a serialized KServe v2 ModelInferRequest with Content-Type: application/x-protobuf , instead of JSON. This feature is in Public Preview and is only available on endpoints deployed after July 9, 2026. See Protobuf tensor input .

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MLflow trace storage in Unity Catalog will soon be available by default for workspaces with the compliance security profile enabled

MLflow trace storage in Unity Catalog tables will be available by default for workspaces with the compliance security profile enabled in mid-August 2026. Store MLflow traces in Unity Catalog tables for scalable, governed trace storage: storage is unlimited, traces are stored in OpenTelemetry (OTel) format, access is governed through Unity Catalog schema and...

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MLflow trace storage in Unity Catalog is now generally available

MLflow trace storage in Unity Catalog tables is now generally available. Databricks recommends storing traces in Unity Catalog for new and production workloads: storage is unlimited, traces are stored in OpenTelemetry (OTel) format, access is governed through Unity Catalog schema and table permissions, and you can query traces with SQL, Genie, AI/BI...

GA
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