image-analyzer-mcp
Python MCP server for helping AI agents inspect image dimensions and extract sprite-sheet or collage elements with pixel-level bounding boxes. It provides tools for whole-image metadata, sub-image box detection with transparent, white, black, or automatic background handling, grid-box generation, and crop-and-save workflows. Public GitHub repository created September 19, 2026.
MCP unverified
Integration
| Transport | stdio |
| Auth | none |
| Endpoint | uv --directory /path/to/image_analyzer_mcp run image-analyzer-mcp |
| Install | git clone https://github.com/noqisofon/image_analyzer_mcp.git && cd image_analyzer_mcp && uv sync |
Use Cases
| 01 | Give an assistant exact dimensions, channels, alpha state, and file size for local images before editing them |
| 02 | Detect individual sprite or collage element bounding boxes using background-aware contour extraction |
| 03 | Crop detected or manually supplied image boxes into separate files for asset preparation workflows |
Tags
image-analysis spritesheets bounding-boxes cropping computer-vision python uv media
Machine-readable: /api/servers.json
· JSON-LD schema embedded in <head>