---
title: HF EDA MCP Server
emoji: 🔍
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: false
license: apache-2.0
---

# HF EDA MCP Server

An MCP (Model Context Protocol) server that provides tools for Exploratory Data Analysis (EDA) of HuggingFace datasets.

## Features

- **Dataset Metadata**: Retrieve comprehensive information about HuggingFace datasets
- **Dataset Sampling**: Get samples from any dataset split for quick exploration
- **Feature Analysis**: Perform basic EDA including statistics, missing values, and distributions

## Usage

This Space runs as an MCP server that can be accessed by MCP-compatible AI assistants.

### MCP Client Configuration

Add this server to your MCP client configuration:

```json
{
  "mcpServers": {
    "hf-eda-mcp": {
      "url": "https://YOUR-USERNAME-hf-eda-mcp.hf.space/gradio_api/mcp/sse"
    }
  }
}
```

Replace `YOUR-USERNAME` with your HuggingFace username.

### Available Tools

1. **get_dataset_metadata**: Get detailed information about a dataset
2. **get_dataset_sample**: Retrieve sample rows from a dataset
3. **analyze_dataset_features**: Perform exploratory analysis on dataset features

## Authentication

For private datasets, set the `HF_TOKEN` secret in your Space settings.

## License

Apache License 2.0