Intugle MCP
Generate automated semantic models using data engineering agents and built data products on demand
Ads
Overview
Transform Fragmented Data into Connected Semantic Data Model Intugle’s GenAI-powered open-source Python library builds a semantic data model over your existing data systems. At its core, it discovers meaningful links and relationships across data assets — enriching them with profiles, classifications, and business glossaries. With this connected knowledge layer, you can enable semantic search and auto-generate queries to create unified data products, making data integration and exploration faster, more accurate, and far less manual.
Installation
pip install intugle[streamlit]
Configuration
Configuration example is not available yet.
Capabilities
- Profile and classify your data sources
Analyze CSV, Parquet, Excel, or database tables to understand structure, data types, and characteristics via `SemanticModel.build()`.
- Discover links and relationships across tables
Automatically identify primary/foreign keys and composite relationships between fragmented datasets.
- Generate a business glossary
Create business-friendly terms for your data columns and tables, enabling natural language queries.
- Search your data semantically
Find relevant columns using natural language (e.g., "reason for hospital visit") with `SemanticModel.search()`.
- Build unified data products
Define fields across tables and let `DataProduct.build()` auto-generate SQL with required joins and aggregations.
- Expose your semantic layer to AI assistants
Start the built-in MCP server with `intugle-mcp` so agents can explore your data structure via `get_tables` and `get_schema`.
Tags
- productivity
Related MCP servers
Cua
OfficialMCP server for the Computer-Use Agent (CUA), allowing you to run CUA through Claude Desktop or other MCP clients.
Notion MCP
OfficialOfficial Notion MCP server for searching, reading, creating, and updating Notion pages, databases, and workspace content from AI agents.
Notion MCP Server
Search pages, read blocks, and create content in Notion workspaces.
Laravel Boost
OfficialLaravel Boost is an MCP server equipped with over 15 specialized tools designed to streamline AI-assisted coding workflows.