Deep Pvmapper MCP Server

Large-scale rooftop PV detection pipeline for France. Classifies IGN aerial tiles with InceptionV3, segments positive patches with FCN/DeepLab, and extracts panel characteristics (surface, tilt, azimuth, installed capacity) via pypvroof. It is available as a remote MCP endpoint.

Teams that work with deep learning, deeplabv3 and inception v3 and want a hosted endpoint instead of running a local process. The project is written in Python.

VERIFIED ACTIVE

LAST COMMIT 2026-09-25 · ★ 37 · #74 OF 117 MAINTAINED AI & ML · VERIFIED 2026-09-30

MIT · Python servers · how we verify → /methodology

01 · Install Deep Pvmapper

before you install - you'll need

GDAL_VERSION

Environment variables documented in the project's README - it lists which are required and which have defaults.

Claude Code

claude mcp add gabrielkasmi-deeppvmapper --transport http https://zelhliylrlktnasircwp.supabase.co/functions/v1/mcp/mcp

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "gabrielkasmi-deeppvmapper": {
      "url": "https://zelhliylrlktnasircwp.supabase.co/functions/v1/mcp/mcp"
    }
  }
}

Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.

Using another client? Same JSON, different key

Claude Desktop · mcpServers

Cursor · mcpServers

VS Code · servers

Windsurf · mcpServers

Zed · context_servers

Cline · mcpServers

Roo Code · mcpServers

Continue · mcpServers

LibreChat · mcpServers

Gemini CLI · mcpServers

Codex CLI · mcp_servers

Full setup guides: every client.

02 · Evidence

https://zelhliylrlktnasircwp.supabase.co/functions/v1/mcp/mcp

transport: streamable-http

endpoint alive - responded to MCP initialize · probed 2026-09-30

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as remote - your agent's requests go to zelhliylrlktnasircwp.supabase.co

endpoint auth accepted our unauthenticated MCP initialize - no credentials needed to connect

license MIT - declared in the repository

registry namespace io.github.gabrielkasmi is GitHub-verified and matches the repo owner

03 · What Deep Pvmapper can do

Prose above is summarized from the project's README and registry record - no invented capabilities.

Limitations (from the README)

GDAL is fragile to install, for two distinct reasons - and the fix below handles both. 1. The pip GDAL binding must match the system libgdal version exactly. pip install GDAL fails to build, or segfaults at import, if its version differs from the system library. 2. On images that ship a pre-installed python3-gdal apt package (common on RunPod/cloud GPU images), that package bundles its own osgeo/, which takes priorit

Latest releases

v1.0 · 2026-06-18

04 · Who maintains Deep Pvmapper

DeepPVMapper is maintained by gabrielkasmi. It's the only MCP server we track from this author; the repo dates to Nov 2021.

05 · Facts

repository: github.com/gabrielkasmi/deeppvmapper
website: https://deeppvmapper.fr/
category: AI & ML - ranked #74 of 117 actively-maintained AI & ML servers as of 2026-09-30.
registry: io.github.gabrielkasmi/deeppvmapper (active, first published 2026-09-25)

06 · Deep Pvmapper FAQ

What is Deep Pvmapper?

Is Deep Pvmapper still maintained?

Yes - as of 2026-09-30, its last commit was 2026-09-25. We re-verify nightly.

How do I install Deep Pvmapper?

Run `claude mcp add gabrielkasmi-deeppvmapper --transport http https://zelhliylrlktnasircwp.supabase.co/functions/v1/mcp/mcp`. The README documents one environment variable (GDAL_VERSION) to set first. You can also paste the ready-made client config above.

Does Deep Pvmapper require authentication?

No - the endpoint accepted our unauthenticated MCP initialize when probed on 2026-09-30; you can connect without credentials.

07 · Alternatives to Deep Pvmapper

Alternatives to Deep Pvmapper

Maintained AI & ML servers if Deep Pvmapper isn't the fit.

Pairs well with

Servers that cover what Deep Pvmapper doesn't - only shown when the pairing reason fits the companion.

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