Quicker replies on slow queries, clearer SQL feedback, and longer-lived sessions.

• Resumable long queries — A slow query or preview replies right away with a reference, and the new Get query result tool fetches the result once it's ready
• Clearer SQL feedback — A rejected preview returns the warehouse's message along with the real column names, so the query can be corrected in one step
• Longer sessions — Sign-ins and sessions are remembered for a full day

BEEM MCP Server, released 24 August 2026