# DeepPVMapper

Exposes an open registry of over 1.14M rooftop solar detections across France to your AI assistant. It allows querying solar capacity and orientation with natural language.

- MCP server · `type=mcp` · Claude Code, Codex, Cursor, GitHub Copilot, Windsurf (Devin Desktop), Cline, Zed, Gemini CLI · ★ 37
- Author: gabrielkasmi
- License: MIT · policy=link-only · description only; the file stays with the author
- Source: https://github.com/gabrielkasmi/deeppvmapper/tree/HEAD/supabase/functions/mcp
- Updated: 2026-10-23
- HTML: https://affpapa.org/en/nevibecode/mcp/deeppvmapper

## What it does

This server shares a registry of French rooftop solar panels over Streamable HTTP using the Model Context Protocol. The database contains more than 1.14M detections extracted from IGN aerial photography using InceptionV3 and FCN/DeepLab architectures. Your assistant can retrieve panel surface area, tilt angle, orientation azimuth, and capacity estimates.

Running the server requires no local installation. You only add the public Supabase endpoint to your MCP client configuration. Because the underlying imagery covers France, the dataset focuses strictly on French departments and municipalities. The index retains residential rooftop systems rated between 1.7 and 36.1 kWp.

## Requirements
- Remote server: `https://zelhliylrlktnasircwp.supabase.co/functions/v1/mcp/mcp`
- Works with: Supabase

## Install

### Claude Code (native platform)

**Platform CLI: remote server**
```bash
claude mcp add --transport http deeppvmapper https://zelhliylrlktnasircwp.supabase.co/functions/v1/mcp/mcp
```

### Codex

**Platform CLI: remote server**
```bash
codex mcp add mcp --url https://zelhliylrlktnasircwp.supabase.co/functions/v1/mcp/mcp
```

### Cursor

**Config file**
File `.cursor/mcp.json`:
```json
{
    "mcpServers": {
        "mcp": {
            "url": "https://zelhliylrlktnasircwp.supabase.co/functions/v1/mcp/mcp"
        }
    }
}
```

### GitHub Copilot

**Config file**
File `.vscode/mcp.json`:
```json
{
    "servers": {
        "mcp": {
            "type": "http",
            "url": "https://zelhliylrlktnasircwp.supabase.co/functions/v1/mcp/mcp"
        }
    }
}
```

### Gemini CLI

**Platform CLI: remote server**
```bash
gemini mcp add -t http mcp https://zelhliylrlktnasircwp.supabase.co/functions/v1/mcp/mcp
```

## When to use it
- Search rooftop solar panels across French departments
- Calculate aggregated solar capacity for specific communes
- Inspect panel tilt and azimuth values to evaluate solar capture
- Track yearly installation rates of rooftop photovoltaic systems

## Example prompts
- Find rooftop solar installations in department 06 using DeepPVMapper
- Calculate total solar capacity for this commune according to DeepPVMapper
- Show the yearly deployment trend of rooftop solar panels across France

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