The Spanner remote MCP server is generally available (GA). The Spanner remote MCP server lets you interact with
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## Feature
Feature
The [Spanner remote MCP server](https://cloud.google.com/spanner/docs/use-spanner-mcp)is generally available ([GA](https://cloud.google.com/products#product-launch-stages)). The Spanner remote MCP server lets you interact with Spanner instances from LLMs, AI applications, and AI-enabled development platforms.
## Feature
Feature
You can use the[Database Insights remote MCP server](https://cloud.google.com/spanner/docs/reference/mcp/databaseinsights/mcp)to analyze Spanner's performance and system metrics. This feature is generally available ([GA](https://cloud.google.com/products#product-launch-stages)).
## Feature
Feature
You can now use Spanner Studio to[visually create and manage a Spanner Graph schema](https://cloud.google.com/spanner/docs/graph/create-update-drop-schema-visually). Visual modeling simplifies graph design by enabling you to map nodes and edges through an intuitive interface instead of creating manual DDL statements. This feature is available in [Preview](https://cloud.google.com/products#product-launch-stages).