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Announcing u2-mcp: Connect AI Assistants to Universe/UniData Databases

  • December 18, 2025
  • 1 reply
  • 534 views

bpamiri

I'm excited to share an open-source project that bridges the gap between modern AI and MultiValue databases.

 

u2-mcp is a Model Context Protocol (MCP) server that enables AI assistants like Claude to directly query and interact with Rocket Universe and UniData databases—while preserving native MultiValue semantics.

 

🔑 Key Features:

• Query files using RetrieVe/UniQuery syntax

• Read/write records with full dynamic array support

• Access dictionaries and call BASIC subroutines

• Built-in safety controls (read-only mode, command blocklist, query limits)

• OAuth authentication for secure cloud deployment

 

💡 Why This Matters:

Instead of flattening MultiValue data into relational models, u2-mcp preserves attributes, multivalues, and subvalues natively. Your AI assistant understands your data the way your applications do.

 

Use Cases:

• Natural language queries against your ERP/business data

• AI-assisted report generation

• Database documentation and exploration

• Training new developers on legacy systems

 

The project uses Rocket's official uopy package and is available now on PyPI and GitHub.

 

📦 pip install u2-mcp

🔗 GitHub: github.com/bpamiri/u2-mcp

 

I'd love to hear from others in the MultiValue community. What would you want an AI assistant to help with in your U2 environment?

 

1 reply

Greg Livingston
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I am a bit late to the party and just installed this MCP on to my github copilot setup.   This is insane how well it works with AI. Seriously well done, you should be excited.