MolClaw Protein Visualization

SkillMedia

Render a server-side PDB protein structure as a PNG with the MolClaw MCP tool `visualize_protein`.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the MolClaw Protein Visualization skill

What this skill tells your AI

The instructions your AI receives, as published by internscience/molclaw in skills/L1_tools/molclaw-visualize-protein/SKILL.md and read by ahel’s review.

Use the live MCP tool visualize_protein when the task needs an image of a protein structure from a PDB file.

This tool renders the structure only. It does not repair a PDB or calculate protein–ligand interactions. Use fix_pdb before visualization when structural cleanup is required, and use interaction_visualizer for residue-level interaction analysis.

Input

The live schema has one required field:

FieldTypeMeaning
pdb_file_pathstringServer-side path to a PDB file

Use the path returned by protein retrieval, prediction, or fix_pdb. For a local PDB, upload it with the MolClaw file-transfer tool first. Do not pass a local workspace path or fabricate a server path.

MCP call

<tool_call>{"tool_name":"visualize_protein","arguments":{"pdb_file_path":"<artifact:structure/protein.pdb>"}}</tool_call>

Output

On success, the result contains:

  • status: "success"
  • msg
  • image_path: server-generated PNG path

Treat the returned PNG as the authoritative visualization artifact. In Drug-Pipe online inference, its raw server path is converted to a canonical artifact reference before entering model-visible context or the final answer.

If the tool reports a missing or invalid PDB, preserve the error observation, obtain or repair a valid server-side PDB, and retry only when justified.

Signals

GitHub stars
33
Forks
3
Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
molclaw-visualize-protein
Source
github.com/internscience/molclaw