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Jonaolden Pbixray MCP Server
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Jonaolden Pbixray MCP Server

The PBIXRay MCP Server is a Model Context Protocol (MCP) service provided for the Power BI file analysis tool PBIXRay. It exposes the functions of PBIXRay as tools and resources through the MCP protocol for LLM clients to interact with Power BI (.pbix) files. This service supports functions such as loading and analyzing PBIX files, exploring data models, accessing through query languages, and analyzing data structures, and available tools can be selected through configuration.
Developer toolsResearch and data#PowerBI Analysis#MCP Service#Data Model.Python
2 points
7.3K
Open Site

Overview

Installation

Content Details

Alternatives

Basic Concepts

Power BI is Microsoft's data visualization and business intelligence tool that helps users create and share data dashboards, reports, and datasets.

Features

The PBIXRay MCP server provides the following core features: 1. Data model analysis 2. Exploration of table and column relationships 3. Parsing of DAX measure formulas 4. Viewing of M - format data processing code

Application Scenarios

Suitable for the following scenarios: 1. Analysis of new report structures 2. Generation of report hand - over documents 3. Root cause troubleshooting of data issues 4. Providing performance optimization suggestions
Data Model Analysis
Parse the data model structure in Power BI reports and identify entity relationship diagrams.
Column Relationship Analysis
Automatically discover and record the associations between columns.
DAX Measure Parsing
Decompose and explain complex DAX measure formulas, providing clear instructions on calculation steps.
Installation and Preparation
Ensure that the WSL environment is correctly installed and the PBIXRay library is cloned.
Start the Server
Run the start command in the terminal to start the MCP service.
Newcomer Exploration Mode
When you get a new Power BI report, you can start exploring with the following questions:
Document Generation Mode
Quickly generate technical documents for reports to facilitate team collaboration.
How to handle large - scale datasets?
Does it support real - time data analysis?
Official Documentation
Technical Blog

Installation

Copy the following command to your Client for configuration
{
  "mcpServers": {
    "pbixray": {
      "command": "wsl.exe",
      "args": [
        "bash",
        "-c",
        "source ~/dev/pbixray-mcp/venv/bin/activate && python ~/dev/pbixray-mcp/src/pbixray_server.py"
      ]
    }
  }
}

{
    "mcpServers": {
      "pbixray": {
        "command": "wsl.exe",
        "args": [
          "bash",
          "-c",
           "source ~/dev/pbixray-mcp/venv/bin/activate && python ~/dev/pbixray-mcp/src/pbixray_server.py --max-rows 100 --page-size 50 --disallow get_power_query"
         ],
         "env": {}
       }
     }
   }
Note: Your key is sensitive information, do not share it with anyone.

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