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IMMICH-PHOTO-MANAGER × GEMMA 4 (LM STUDIO)
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Immich: https://fotos.txeo.club
Model:  gemma4-26b-it (local, LM Studio)
Query:  "Show me my Lanzarote albums. I want to see all albums related to Lanzarote."

1. Getting MCP tool schemas...
   22 MCP tools available

2. Asking Gemma 4...
   Gemma 4 chose: list_albums({})

3. Executing 'list_albums' against Immich...
   Found 124 total albums, 14 Lanzarote albums:
     - Lanzarote Amarillo (26 photos)
     - Lanzarote Gasolina (174 photos)
     - Lanzarote Rojo (201 photos)
     - Lanzarote Azul (187 photos)
     - Lanzarote Marrón (208 photos)
     - Lanzarote Negro (193 photos)
     - Lanzarote Verde (201 photos)
     - Lanzarote — Costa Este / Malpaís (0 photos)
     - Lanzarote — Norte / Famara (0 photos)
     - Lanzarote — Mácher / Tías (0 photos)
     - Lanzarote — Costa Teguise / Centro (0 photos)
     - Lanzarote — Playas del Sur (0 photos)
     - Lanzarote — Sur / Volcanes (0 photos)
     - Lanzarote — Arrecife (0 photos)

4. Gemma 4 interpreting results...

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GEMMA 4 ANSWER:
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I found several albums related to Lanzarote. Here they are, categorized
by their content type:

### Color-Themed Albums (with photos)
* Lanzarote Amarillo: 26 assets
* Lanzarote Azul: 187 assets
* Lanzarote Gasolina: 174 assets
* Lanzarote Marrón: 208 assets
* Lanzarote Negro: 193 assets
* Lanzarote Rojo: 201 assets
* Lanzarote Verde: 201 assets

### Location-Specific Albums (currently empty)
* Lanzarote — Arrecife
* Lanzarote — Costa Este / Malpaís
* Lanzarote — Costa Teguise / Centro
* Lanzarote — Mácher / Tías
* Lanzarote — Norte / Famara
* Lanzarote — Playas del Sur
* Lanzarote — Sur / Volcanes
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RESULT: Gemma 4 (local) successfully managed Immich photos via MCP.
  Model:     gemma4-26b-it (LM Studio, localhost:1234)
  MCP tools: 22 available, 'list_albums' used
  Immich:    https://fotos.txeo.club
  Protocol:  MCP (stdio) → OpenAI-compatible API
  Cloud:     NONE — fully self-hosted stack


ABOUT THIS DEMO
===============
This is a real end-to-end test, not a simulation:
- Gemma 4 26B (Q4_K_M quantization) running locally on Apple Silicon via LM Studio
- immich-photo-manager MCP server providing 22 tools via stdio transport
- Real Immich instance with 1,332+ assets (1,245 photos, 87 videos)
- Zero cloud dependency — everything runs on the local machine

The MCP protocol is vendor-neutral. The same 22 tools that work with Claude Code
also work with LM Studio, Cursor, Windsurf, VS Code (Copilot), Cline, Zed, and
any other MCP-compatible client.

Test script: test-lmstudio-mcp.py (repo root)
