README.md

metadata

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 model.

Usage in Claude Desktop

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

🚀 dispatchAI — Small. Mobile. Free. UAE-built.