gimp-agent-mcp
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- AlicenseCqualityAmaintenanceEnables AI agents to perform structured, semantic artwork editing in GIMP 3 through session-based tools for layers, selections, text, transforms, non-destructive filters, previews, and image export, backed by snapshot undo/redo and XCF-persisted sessions. It also offers a live control center and operation event timeline for observing and managing edits, plus PDB search for expert discovery.61MIT
- AlicenseNot gradedqualityBmaintenanceEnables AI agents to drive GIMP 3.x end-to-end with 119 validated, structured tools covering documents, layers, masks, selections, paint, text, color, filters, analysis, and checkpoints, including print/DTF-aware workflows such as white underbase, edge choke, garment-aware background knockout, halftone separation, and gang sheets. It works against a live or headless GIMP, returns viewable previews for self-verification, and captures real errors without losing output.64 PyPIMIT
- AlicenseBqualityBmaintenanceEnables controlling GIMP 3 locally through natural language, providing tools for image editing, layer management, selections, and PDB procedure invocation. Keeps all images and files on the user's machine with a local-first, secure design.401GPL 3.0
- AlicenseBqualityCmaintenanceEnables AI agents to drive GIMP 3 over MCP, covering layers, selections, painting, text, color adjustments, GEGL filters, raw PDB procedures, and free-form Python inside GIMP, with image previews so the agent can see the result of each step. It installs its bridge plugin automatically and launches or attaches to a running GIMP instance, which stays open across MCP client restarts.42MIT
- AlicenseNot gradedqualityCmaintenanceEnables AI agents to control GIMP for image editing tasks such as opening, resizing, filtering, exporting, and batch processing images through Python-Fu scripting.36 npmMIT
- AlicenseNot gradedqualityAmaintenanceEnables AI assistants to create, paint, edit, inspect, and export images in a running GIMP 3.2 instance via MCP.154 PyPIGPL 3.0
TDQS
Scored across 32 tools
Most tools target a clear resource and action pair, so agents can generally tell images, layers, filters, PDB, fonts, and recipes apart. The main overlaps are gimp_pdb_call vs gimp_run_python, which both allow arbitrary GIMP operations, and gimp_layer_effects vs gimp_layer_effect, which differ only by plural and could be mis-selected.
All names share the gimp_ prefix and use snake_case, which helps predictability. However, conventions are mixed: some tools are verb-first (gimp_list_images, gimp_open, gimp_export) while others are noun-first with an action parameter (gimp_layer, gimp_path, gimp_select), and gimp_layer_effects vs gimp_layer_effect is an easily confused singular/plural pair.
With 32 tools, this exceeds the 25-tool threshold for a heavy tool surface. While GIMP is a broad domain, several tools are generic escape hatches or overlapping (gimp_pdb_call, gimp_run_python, recipe tools), making the set feel larger than necessary.
The surface covers session lifecycle, image create/open/export/close, layer and mask operations, selections, filters, paths, text, measurement, PDB access, and scripting, so core GIMP automation workflows are largely complete. Minor gaps exist for direct image-level operations like resize, rotate, and undo, though gimp_pdb_call and gimp_run_python can work around those.