Key MCP Server

MCP server for key driver and feature importance analysis based on rule mining

Local serverstdioPython

What is the Key MCP Server?

MCP server for key driver and feature importance analysis based on rule mining

What it actually does

MCP server for key driver and feature importance analysis. Load any CSV dataset and ask what drives an outcome — survival, credit default, diagnosis, income — and get a ranked breakdown with sub-driver analysis showing not just which factors matter, but how they combine to amplify or completely reverse each other.

Configuration

  • Python 3.11+ - araxai >= 0.3.0 - mcp[cli] >= 1.0.0

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
load_datasetLoad a CSV file into session memory
list_datasetsList all loaded datasets
find_driversFind key drivers of a target outcome
explain_segmentDriver analysis conditioned on a segment variable (CLARA)

How to install the Key MCP Server

{
  "mcpServers": {
    "key-drivers": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "key-drivers-mcp"
      ]
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.

Configuration

  • Python 3.11+ - araxai >= 0.3.0 - mcp[cli] >= 1.0.0

Example prompts to try

  • “Use Key to load dataset.”
  • “Use Key to list datasets.”
  • “Use Key to find drivers.”

Frequently asked questions

MCP server for key driver and feature importance analysis based on rule mining Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.