README.md

---
title: MCP Tool Hub
emoji: 🧰
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: "4.44.0"
app_file: app.py
pinned: true
license: apache-2.0
tags:
  - mcp
  - hub
  - mobile
  - tools
  - dispatchai
---

# 🧰 dispatchAI MCP Tool Hub

**One Space, four MCP tools.** Add this single Space to get all dispatchAI tools.

## Tools

| Tool | Description |
|------|-------------|
| `recommend_model(ram_mb, task)` | Find the best mobile model for your device |
| `estimate_latency(params, quant)` | Predict inference speed on Snapdragon 865 |
| `calculate_savings(daily_queries, cloud_cost_per_1k)` | Cloud vs on-device cost comparison |
| `search_models(query)` | Search the dispatchAI model catalog |

## Usage in Claude Desktop

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

Or in Cursor: Settings → MCP → Add Server → `https://huggingface.co/spaces/dispatchAI/mcp-hub/mcp`

## Individual Tools

Prefer individual tools? Each is also available as a standalone Space:

- [Model Recommender](https://huggingface.co/spaces/dispatchAI/mcp-model-recommender)
- [Latency Estimator](https://huggingface.co/spaces/dispatchAI/mcp-latency-estimator)
- [Cost Calculator](https://huggingface.co/spaces/dispatchAI/mcp-cost-calculator)
- [Arabic Translate](https://huggingface.co/spaces/dispatchAI/mcp-arabic-translate)
- [Summarize](https://huggingface.co/spaces/dispatchAI/mcp-summarize)
- [GGUF Inspector](https://huggingface.co/spaces/dispatchAI/mcp-gguf-inspector)

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