Released on April 6, 2025

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Major Enhancements

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Enhanced Context Management with Data Model Summaries

  • Introduced automatic data model summaries for each hive, providing better context for LLM interactions
  • LLMs now maintain consistency in schema representation across different tools within a hive
  • Improved schema simplification while preserving core business entities
  • Added related tools and their simplified schemas to the context for better cross-tool consistency

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Improved Google Workspace Integration

Enhanced support for multiple Google services with simplified schemas and improved descriptions:

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Server Information Resource

  • All MCP servers now expose detailed server information including name, summary, and hive description
  • Seamlessly integrate this context into LLM interactions
  • Available for immediate use in Claude Desktop

Watch how you can use server information for your MCP Hive in the Claude Desktop:

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Stability Improvements

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Fixed Critical Scaling Issues

  • Resolved SSE connection challenges during multi-instance scaling
  • Implemented robust solution for distributed session management
  • Eliminated downtime issues during releases by optimizing ECS deployment configuration

Read about the issue and how we fixed it in detail here.

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User Experience Improvements

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Studio and Workspace Consistency

  • “Configure Test Environment” in Studio now matches “Configure Hive” functionality in Workspace
  • Automatic MCP connection establishment upon Hive creation/updates
  • Prevented duplicate Hive additions in Workspaces

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Technical Details

  • Automated MCP connection establishment - no page refresh required
  • Enhanced validation to prevent duplicate Hive entries
  • Improved deployment configuration to maintain service availability during updates