Generate an image with Agnes Image 2.1 Flash. Text-to-image by default; pass image_urls to do image-to-image (transform/restyle while preserving composition). The result is saved to the local output directory and a preview is returned inline.

Start an Agnes Video V2.0 generation (async). Text-to-video by default; pass image_url for image-to-video, or keyframe_urls (2+) for keyframe transitions. Video generation takes minutes, longer than an MCP request can block. This tool creates the task and waits up to wait_seconds for it to finish: if it completes in time, the mp4 is downloaded locally and its path returned; otherwise it returns the video_id immediately — poll agnes_get_video_status with that id (download:true) to fetch the result when ready. Duration = num_frames / frame_rate. num_frames must be <=441 and of the form 8n+1.

Check the status of an Agnes video task by video_id. Returns status/progress, and if completed, the remote URL. Optionally downloads the mp4 locally when ready.