malow_streaming_video_memory_answer – 1 MCP server offers this tool

What it usually takes

  • max_new_tokens – in 1 of 1
  • question – in 1 of 1
  • video – in 1 of 1

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?
MaLoW Streaming Video Memory co.huggingface.hugging-apps/malow-streaming-video-memory Answer a question about a video using MaLoW streaming memory. The whole clip is streamed block-by-block into MaLoW's memory (consolidated into fixed-size LoRA weights) while the base VLM sees only the final 2 seconds of video plus the question, so any long-range recall comes purely from the internalized memory weights. 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 tool. Returns: A tuple of (answer text, memory status line).max_new_tokens,question,videoNot stated