---
title: Text Analysis MCP Server
emoji: 📝
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
license: mit
---

# Text Analysis MCP Server

A simple text analysis tool that can also function as a Model Context Protocol (MCP) server.

## Features

- **Letter Counter**: Count how many times a specific letter appears in text
- **Text Statistics**: Get comprehensive statistics about text (word count, character count, etc.)
- **MCP Server**: Provides these functions via MCP protocol for use with AI agents

## Usage

### Web Interface
Simply use the interface above to analyze text.

### As MCP Server
This app also runs as an MCP server that can be used with MCP-compatible clients.

**MCP Endpoint**: `https://your-username-your-space-name.hf.space/gradio_api/mcp/sse`

**Available Functions**:
- `letter_counter(word: str, letter: str) -> int`
- `word_stats(text: str) -> dict`

**Example MCP Client Configuration**:
```json
{
    "model": "your-model",
    "provider": "your-provider", 
    "servers": [
        {
            "type": "sse",
            "config": {
                "url": "https://your-username-your-space-name.hf.space/gradio_api/mcp/sse"
            }
        }
    ]
}
```

## Local Development

```bash
pip install -r requirements.txt
python app.py
```

## License

MIT License