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Databricks SQL MCP server

Databricks SQL MCP server is a Databricks ai / ml capability, introduced October 2025.

Databricks managed MCP server that runs AI-generated SQL against Unity Catalog tables on a SQL warehouse, so an agent can read and write data under Unity Catalog permissions.

  • It is the managed server that writes - the others fetch context, this one runs generated SQL to read and write your data.
  • Omit the warehouse_id and it picks a SQL warehouse for you, based on the resources and permissions it can see.
  • It came late to its own party, arriving in Beta in October 2025 with the shortest URL of the set: /api/2.0/mcp/sql.

Limitations: No semantic context - it runs the SQL it is given, so an agent has to infer business terms and relationships from schemas alone. Large result sets are truncated in tool responses to protect the model context window, and queries are asynchronous, so the agent starts a query and then polls until it completes.

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Category
AI / ML
Introduced
October 2025
Also known as
SQL MCP server, DBSQL MCP server
Verified
2026-08-20

Sources

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