README.md

---
title: MCP Summarize
emoji: 📝
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: "4.44.0"
app_file: app.py
pinned: false
license: apache-2.0
tags:
  - mcp
  - summarization
  - classification
  - mobile
  - on-device
  - dispatchai
---

# 📝 dispatchAI MCP Summarize

**MCP Server** — text summarization and classification for mobile use cases.

## Tools

- `summarize_text(text, max_sentences)` — Extractive summarization (no model needed, runs anywhere)
- `classify_text(text)` — Spam detection + sentiment analysis (heuristic-based)

These tools work without any LLM — pure Python heuristics. For LLM-powered summarization, use our [SmolLM2-360M-Instruct-mobile](https://huggingface.co/dispatchAI/SmolLM2-360M-Instruct-mobile) model.

## Usage in Claude Desktop

```json
{
  "mcpServers": {
    "dispatchai-summarize": {
      "url": "https://huggingface.co/spaces/dispatchAI/mcp-summarize/mcp"
    }
  }
}
```

🚀 [dispatchAI](https://huggingface.co/dispatchAI) — Small. Mobile. Free. UAE-built.