Fabric AI Agent
byyingkiat
0Provides an AI-driven, MCP-compliant interface for natural language querying and analysis of Microsoft Fabric Data Warehouses.
About
The Fabric AI Agent is a complete two-layer system designed to bridge the gap between business users and Microsoft Fabric Data Warehouses. It combines a standards-compliant MCP server, offering clean abstractions for data operations, with an intelligent agentic AI reasoning layer. This system interprets natural language business intent, dynamically chains data tools, generates context-aware SQL, and delivers enriched, formatted answers with actionable insights, making complex data accessible and actionable for enterprise use.
Key Features
- 0 GitHub stars
- Complete MCP tools for SQL execution, metadata retrieval, summarization, and visualization
- AI-driven natural language to T-SQL generation using business context
- Secure Azure AD authentication with read-only database access
- Comprehensive enterprise features including logging, performance monitoring, and error tracking
- Advanced agentic intelligence with intent classification and dynamic tool chaining
Use Cases
- Integrating an intelligent, production-ready data access layer into enterprise applications
- Automating complex data analysis and insight generation from raw data
- Empowering business users to query Microsoft Fabric Data Warehouses using natural language
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