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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.
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