minimax-ai/comfyui-studio
Generic toolkit for driving a local ComfyUI 8188 server: workflow submission, queue monitoring, image download, and reproducible generation patterns. Includes a dependency-free stdio MCP server and four Skills (comfyui-studio + comfyui-workflow + comfyui-character + comfyui-drama) covering 6 preset scenarios (生图 / 模仿 / 改图 / 融合 / 首帧 / 出片).
Produce consistent character images and reference-driven edits inside ComfyUI. Use this Skill for scenarios 1–4 from comfyui-studio's trigger index: 1=生图 (selfie from text), 2=模仿 (mimic a reference image), 3=改图 (Flux.2 Klein single-image edit), 4=融合 (Flux.2 Klein dual-image fuse). Ships four preset workflow templates: workflows/selfie-text-to-image.json, workflows/selfie-mimicry.json, workflows/flux2-klein-image-edit.json, workflows/flux2-klein-image-edit-dual.json.
Generate a complete short drama video from a storyboard. Use this Skill for scenarios 5–6 from comfyui-studio's trigger index: 5=首帧 (drama first frame, two-character LoRA + prompt → 16:9 still) and 6=出片 (image-to-video, first frame + motion prompt → MP4 clip). The Skill also describes the full 7-stage pipeline around them (storyboard → TTS → script refinement → first frame → image-to-video → subtitle burn → audio/video assembly). Ships two preset workflow templates: workflows/drama-first-frame.json and workflows/drama-image-to-video.json.
Drive a local ComfyUI 8188 server for image and short-clip generation. Use this Skill when the task involves a ComfyUI workflow, a local Stable Diffusion / Flux / Z-Image checkpoint, character-consistent generation with a LoRA, or producing deterministic outputs from a saved workflow JSON. Triggers on requests like "use ComfyUI to ...", "submit this workflow", "what models do I have", "generate an image with my LoRA", or "check the queue".
Submit a ComfyUI workflow JSON to a local 8188 server, monitor the queue, and download generated images. Use this Skill when the user wants to run a saved workflow, check whether ComfyUI is busy, fetch a generated image, list available checkpoints, or automate a reproducible generation pipeline.