metadata

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:

{
    "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

pip install -r requirements.txt
python app.py

License

MIT License