Wan_2_2_I2V_Studio__gpu_estimate_text_1 – 3 MCP servers offer this tool

What it usually takes

  • clip_count – in 3 of 3
  • duration_seconds – in 3 of 3
  • frame_multiplier – in 3 of 3
  • guidance_scale – in 3 of 3
  • input_image – in 3 of 3
  • param_11 – in 3 of 3
  • param_12 – in 3 of 3
  • param_13 – in 3 of 3
  • param_14 – in 3 of 3
  • param_15 – in 3 of 3
  • param_16 – in 3 of 3
  • param_17 – in 3 of 3

No server marks it as only reading: treat it as able to change data.

From each publisher's own tool list. We never call a tool.

Servers

ServerInputsRead-only?
Wan 2.2 Studio · AI Scene Planner co.huggingface.amisima/wan_2.2_i2v_studio Show observed generation time separately from the unchanged GPU limit. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the toolclip_count,duration_seconds,frame_multiplier,guidance_scale,input_image,param_11,param_12,param_13,param_14,param_15,param_16,param_17,param_18,param_19,param_20,param_21,param_22,param_23,param_24,param_25,param_26,param_27,param_28,param_29,param_30,param_31,param_32,param_33,param_34,param_35,param_36,param_37,param_38,param_39,param_40,param_41,param_42,param_43,param_44,param_45,param_46,param_47,param_48,param_49,param_50,param_51,param_52,safe_mode,scene_seconds,sound_engine,sound_on,sound_steps,stepsNot stated
Wan 2.2 Studio · AI Scene Planner co.huggingface.ppqxu/wan_2.2_i2v_studio Live ZeroGPU cost readout, using the exact same formula the @spaces.GPU decorator asks for at generation time. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the toolclip_count,duration_seconds,frame_multiplier,guidance_scale,input_image,param_11,param_12,param_13,param_14,param_15,param_16,param_17,param_18,param_19,param_20,param_21,param_22,param_23,param_24,param_25,param_26,param_27,param_28,param_29,param_30,param_31,param_32,param_33,param_34,param_35,param_36,param_37,param_38,param_39,param_40,param_41,param_42,param_43,param_44,param_45,param_46,param_47,param_48,param_49,param_50,param_51,safe_mode,scene_seconds,sound_engine,sound_on,sound_steps,stepsNot stated
Wan 2.2 Studio · AI Scene Planner co.huggingface.pusheenkoshka/wan_2.2_i2v_studio Live ZeroGPU cost readout, using the exact same formula the @spaces.GPU decorator asks for at generation time. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the toolclip_count,duration_seconds,frame_multiplier,guidance_scale,input_image,param_11,param_12,param_13,param_14,param_15,param_16,param_17,param_18,param_19,param_20,param_21,param_22,param_23,param_24,param_25,param_26,param_27,param_28,param_29,param_30,param_31,param_32,param_33,param_34,param_35,param_36,param_37,param_38,param_39,param_40,param_41,param_42,param_43,param_44,param_45,param_46,param_47,param_48,param_49,param_50,param_51,safe_mode,scene_seconds,sound_engine,sound_on,sound_steps,stepsNot stated