GIMP

Connects GIMP 3.2's full editing stack to Claude and other MCP clients through 56 dedicated tool commands. The standout feature is get_state_snapshot, which returns a PNG preview mid-workflow so the AI can verify each edit without saving to disk. This enables autonomous iterative pipelines like background removal loops that keep refining until pixels are clean, or multi-step jobs that open, adjust curves, verify a face region, paint new expressions, and export. Works by running a Python MCP server that talks to a GIMP plugin over localhost. You'd reach for this when you want an AI agent to drive complex image edits end-to-end with visual feedback at each step, not just one-shot transformations.