Data Profiler

Overview

Data Profiler is a Model Context Protocol server that analyzes local CSV, Parquet, JSON and Excel files to generate compact data-quality summaries. Instead of manually examining files, you can ask your AI assistant to profile data directly, getting insights into structure, completeness, and quality all at once.

The server runs locally on your machine via the mcp-data-profiler package, installed with uvx mcp-data-profiler. It requires no authentication or external credentials and operates entirely over standard I/O. The latest release is v0.1.1, published under the MIT license with source code available at Ridadata/mcp-data-profiler on GitHub.

Data Profiler belongs in the File System category on mcp.site and works with MCP clients including Claude Desktop, Claude Code, Cursor, VS Code, Windsurf, and Zed. If you maintain Data Profiler, claim this listing to verify ownership and keep information up to date.

Installation

// claude_desktop_config.json
{
  "mcpServers": {
    "data_profiler": {
      "command": "uvx",
      "args": [
        "mcp-data-profiler"
      ]
    }
  }
}