How does the tool calculate sprite sheet utilization?

Utilization is calculated as the ratio of the sum of all sprite areas to the total area of the resulting texture sheets.

Can I check if my memory usage is within limits?

Yes, you can use the `validate_optimization_thresholds` tool to check if your configuration meets specific utilization and memory targets.

What algorithms are used for packing?

The server uses deterministic bin-packing algorithms, such as Shelf or Guillotine packing, to arrange sprites efficiently.

Sprite Sheet Memory Optimizer MCP Connector for Claude

A+

Calculate optimal sprite sheet layouts and analyze memory footprint, utilization, and rendering efficiency.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides deterministic tools for managing texture assets. Use optimize_sprite_layout to determine the most efficient way to pack sprites into sheets using bin-packing algorithms. You can use analyze_memory_impact to evaluate how mip-mapping and texture compression affect VRAM usage, and validate_optimization_thresholds to ensure your layouts meet specific memory and utilization targets.

spritestexturevrambin-packinggraphics-optimization

Connect to Claude

Subscribe on Vinkius, then add this connector to Claude.ai or Claude Code.

① Claude.ai (web app)

Go to Settings → Connectors → Add custom connector
Paste the MCP endpoint URL below

https://edge.vinkius.com/vk_preview_osEfY3MMdUHoEPPgPfctMXp71d6ys8I4lNS4htui/mcp

② Claude Code (terminal)

claude mcp add --transport http sprite-sheet-memory-optimizer https://edge.vinkius.com/vk_preview_osEfY3MMdUHoEPPgPfctMXp71d6ys8I4lNS4htui/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "sprite-sheet-memory-optimizer": {
      "url": "https://edge.vinkius.com/vk_preview_osEfY3MMdUHoEPPgPfctMXp71d6ys8I4lNS4htui/mcp"
    }
  }
}

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