MCP Toolbox for Databases adds AlloyDB observability and query insights

UpdateAug 17, 2026VerifiedAdded Sep 22, 2026

The Model Context Protocol Toolbox for Databases can now access AlloyDB observability features and advanced query insights directly from an IDE.

MCP SQL Observability Developer tools

Read Google Cloud's release notes

https://docs.cloud.google.com/alloydb/docs/release-notes#August_17_2026

Summaries of vendors' own notes. Product names and logos belong to their owners; logos via logo.dev.

More AlloyDB releases

AlloyDBAug 7, 2026

AlloyDB can sync BigQuery tables in preview

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AlloyDBAug 7, 2026

AlloyDB integration with BigQuery enters preview

AlloyDB can connect operational and analytical data through real-time lakehouse federation to BigQuery, periodic data synchronization and one-time table syncs, all in preview.

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AlloyDBAug 4, 2026

AlloyDB now supports Best Matching 25 (BM25) indexes for full-text search in Preview

AlloyDB now supports Best Matching 25 (BM25) indexes for full-text search in Preview . You can use the pg_textsearch extension to create BM25 indexes and optimize probabilistic ranking of full-text search. This feature is supported on AlloyDB instances running PostgreSQL 17 or 18. For more information, see Create and manage a BM25 index .

PreviewPostgresSource

AlloyDBSep 2, 2026

AlloyDB real-time BigQuery access adds limit pushdown and runtime projects

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AlloyDBJul 28, 2026

Note: IAM group authentication is available in Preview for new AlloyDB clusters

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AlloyDBJul 27, 2026

AlloyDB write endpoints are now available in Preview

AlloyDB write endpoints are now available in Preview . Write endpoints simplify database connection management by providing a stable domain name service (DNS) name for your applications, decoupling them from instance IP addresses.

PreviewSource

AlloyDBJul 27, 2026

AlloyDB now supports cross-region failover in Preview

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AlloyDBJul 27, 2026

External search with AlloyDB now supports OpenSearch in Preview

External search with AlloyDB now supports OpenSearch in Preview . You can use the external_search_fdw extension to connect to an OpenSearch cluster and query its data directly from your database.

PreviewSQLSource

Also shipped on Aug 17, 2026

Snowflake Snowflake Horizon CatalogAug 17, 2026

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PreviewLLMsSQLGovernanceSource

Snowflake SnowflakeAug 17, 2026

New SNOWFLAKE_COCO_USAGE_HISTORY view in Account Usage and Organization Usage (General availability)

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GAPricingDeveloper toolsCoding agentsSource

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Upcoming deprecation of the data quality monitoring downstream_impact column

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Databricks Unity CatalogAug 17, 2026

Upcoming deprecation of the data quality monitoring root_cause_analysis column

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Databricks LakeflowAug 17, 2026

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Restore the Python variables and Spark session from a serverless compute job run into a new interactive notebook, so you can debug a failure or explore results without rerunning the job. Databricks automatically captures a state snapshot when an eligible run fails, runs 30 minutes or longer, or is cancelled, and keeps it for 7 days after the run completes.

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