Powerbi MCP
The Power BI MCP Server is a service based on the Model Context Protocol (MCP) that allows interaction with Power BI datasets through natural language, enabling automatic DAX query generation, data exploration, and instant insight capabilities.
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What is the Power BI MCP Server?
The Power BI MCP Server is a Model Context Protocol (MCP) service that allows AI assistants to interact with Power BI datasets through natural language. It can convert natural language queries into DAX queries and return the results.How to use the Power BI MCP Server?
By configuring an Azure AD service principal and a Power BI XMLA endpoint, you can connect to a Power BI dataset. Then, you can ask questions in natural language or execute DAX queries to gain data insights.Applicable scenarios
Suitable for users who need to quickly obtain insights from Power BI datasets, especially non - technical users who wish to query data using natural language.Main Features
Direct connection to Power BIConnect directly to any Power BI dataset through the XMLA endpoint.
Natural language queryAsk questions in natural language, and the system will automatically generate DAX queries and return the results.
Automatic DAX generationAI - driven DAX query generation using the GPT - 4o - mini model.
Table discoveryAutomatically explore tables, columns, and measures.
Optimized performanceAsynchronous operations and intelligent caching improve query speed.
Secure authenticationUse an Azure AD service principal for secure authentication.
Intelligent suggestionsProvide relevant question suggestions based on your data.
Advantages and Limitations
Advantages
Obtain data insights without writing complex DAX queries
Support natural language interaction, reducing the usage threshold
Provide intelligent query suggestions to improve efficiency
Limitations
Requires configuration of an Azure AD service principal and a Power BI XMLA endpoint
Some advanced features may require an OpenAI API key
Running on Linux requires a Docker container
How to Use
Clone the repository
Clone the Power BI MCP server code repository from GitHub.
Install dependencies
Install the Python dependencies required for the project.
Configure environment variables
Create and configure the.env file, and fill in the relevant credentials for Azure AD and Power BI.
Test the connection
Run the quick - start script to test the connection to Power BI.
Usage Examples
Calculate total sales by regionUsers can ask 'Calculate total sales by region', and the system will automatically generate a DAX query and return the results.
View revenue trendUsers can ask 'View revenue trend', and the system will generate a DAX query and return the revenue trend over the past 12 months.
Find the store with the highest gross marginUsers can ask 'Which store has the highest gross margin', and the system will generate a DAX query and return the results.
Frequently Asked Questions
What are the prerequisites for the Power BI MCP Server?
How to solve the problem of ADOMD.NET not found?
Is an OpenAI API key required?
How to connect to a Power BI dataset?
Related Resources
GitHub Repository
Source code and documentation for the Power BI MCP Server
MCP Specification
Official specification of the Model Context Protocol (MCP)
Power BI XMLA Endpoint Setup
Configuration guide for the Power BI XMLA endpoint
Azure AD Service Principal Configuration
Guide for creating and configuring an Azure AD service principal
OpenAI API Documentation
Detailed documentation for the OpenAI API
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