MCP Server

Use XAI methods directly from Claude and other AI assistants via the Model Context Protocol.

Setup

Add xaitalk as an MCP server in your Claude Desktop config:

{
  "mcpServers": {
    "xaitalk": {
      "command": "uvx",
      "args": ["xaitalk-mcp"]
    }
  }
}

What you can do

  • •Ask Claude to explain any model prediction with attribution methods
  • •Compare multiple XAI methods side by side in conversation
  • •Generate attribution visualizations directly in the chat
  • •Debug model behavior interactively with an AI assistant

Example Conversation

You:

Explain why my sentiment model classified this review as negative using LRP

Claude (via xaitalk MCP):

I'll run LRP-epsilon attribution on your model. The strongest negative signals come from "terrible" (0.89) and "waste" (0.76), while "good" contributed slightly positive (0.12) but was overridden by context...