phenoseq_generate – 1 MCP server offers this tool

What it usually takes

  • ddim_steps – in 1 of 1
  • features_file – in 1 of 1
  • n_cells – in 1 of 1
  • sample_id – in 1 of 1
  • seed – 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?
PhenoSeq co.huggingface.sentinal4d/phenoseq Generate synthetic single-cell scGPT transcriptomes from Cell Painting morphology. 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 Cell Painting montage of the conditioning cells, a PCA scatter of generated vs., real scGPT cells, a per-dimension profile plot, a well description, a metrics, report, and the generated embeddings as an .npy file of shape (n_cells, 512).ddim_steps,features_file,n_cells,sample_id,seedNot stated