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Tabular Mcp

Created By
jonaolden8 months ago
MCP server for locally running Tabular Models, i.e. PowerBI models running on PowerBI Desktop. This server allows an MCP-enabled LLM Client to communicate with your tabular models and help you debug, analyse and compose DAX queries.
Content

Uses

Open source alternative to PowerBI Copilot.

Debug and adjust DAX queries and measures using an LLM with full model context.

Quickly understand how a model is set up and identify bottlenecks.

image

How it works

The server connects to a local running instance of Tabular models using the AdomdConnection in ADOMD.NET.

Using this connection, the server then allows clients to execute DAX-queries to retrieve model metadata (using DAX INFO functions) through pre-defined and well documented tools for high accuracy, as well as custom DAX queries for debugging and development.


Installation

Requirements

  • .NET 8.0 SDK

  • Power BI Desktop (with a PBIX file open for discovery)

  • Windows OS

  • Visual Studio Code (for MCP server integration)

    1. Clone the repository and open it in your terminal.
    1. Run InstanceDiscovery to detect Power BI Desktop and populate the .env file:
    dotnet run --project pbi-local-mcp/pbi-local-mcp.csproj discover-pbi
    

    Follow prompts to select the instance and database. This writes PBI_PORT and PBI_DB_ID to .env in the project root.

    OR: Manual setup (if you already know your port and db id):
    Create pbi-local-mcp/.env with:

    PBI_PORT=<your_pbi_instance_port>
    PBI_DB_ID=<your_pbi_database_id>
    
    1. Configure MCP server in VS Code:
      Add a .vscode/mcp.json file:
    {
      "servers": {
        "tabular-mcp": {
          "type": "stdio",
          "command": "dotnet",
          "envFile": "${workspaceFolder}/.env",
          "args": [
            "run",
            "--project",
            "${workspaceFolder}/pbi-local-mcp/pbi-local-mcp.csproj"
          ]
        }
      }
    }
    

This loads the .env file and starts the MCP server for VS Code integration.

Server Config

{
  "mcpServers": {
    "tabular-mcp": {
      "type": "stdio",
      "command": "dotnet",
      "envFile": "${workspaceFolder}/.env",
      "args": [
        "run",
        "--project",
        "${workspaceFolder}/pbi-local-mcp/pbi-local-mcp.csproj"
      ]
    }
  }
}
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