Molaro is a VS Code extension for streaming, exploring, and analyzing molecular dynamics trajectories where the data lives, including on remote systems over SSH. It combines a GPU-rendered 3D viewer, a command-driven representation layer, Python analysis mods, and an optional Claude-powered analysis assistant.

Molaro was created for the Build Track of Built with Claude: Life Sciences, a global virtual hackathon hosted by Anthropic and Cerebral Valley in partnership with Gladstone Institutes.

What Molaro does

Opens molecular structures and trajectories directly from the VS Code Explorer.
Streams trajectory frames from a Python producer into a CSP-safe Three.js webview instead of copying the full dataset into the editor.
Provides interactive selection, hiding, camera controls, hierarchy navigation, and representations for points, bonds, and backbone traces.
Includes a terminal grammar for selecting, styling, plotting, and composing analysis results.
Runs small Python mods beside the trajectory and displays their results as plots, channels, geometry, or viewer commands.
Offers an optional /claude assistant that can inspect the loaded system, author and run mods, and operate the viewer through a restricted tool surface with approval gates around writing, running, and deleting mods.

Molaro's renderer is deliberately data-neutral. Molecular files are translated by the producer into a typed contract of positions, connectivity, hierarchy, labels, and numeric channels; the renderer only consumes that contract.

See Molaro in action

Live-updating mods	Fast structure navigation

Run custom Python mods and apply their results immediately as channels, bindings, plots, geometry, or viewer commands. Click for the full video.	Move from a large solvated system to precise chains and residues with the hierarchy, named selections, and camera framing. Click for the full video.

Custom representations

Combine ribbons, atom-and-bond styles, colors, opacity, and selections in a single scene.

Two molecular structures using custom ribbon and atom representations in Molaro

Requirements

VS Code 1.125 or newer.
Python 3 with NumPy for the data producer.
mdtraj 1.11 or newer for real molecular files and analysis mods.
An Anthropic API key only when using the Claude analysis assistant.

Set molaro.pythonPath to the Python interpreter Molaro should use. This is the recommended configuration on remote hosts because it does not depend on the VS Code server inheriting your shell environment. VIEWER_PYTHON remains a fallback when the setting is empty.

Run Molaro: Diagnose from the Command Palette to check the selected interpreter, required packages, protocol output, and mods directory.

Install

Molaro is packaged as a universal fallback VSIX and as platform-specific packages. Install the universal package from the command line or use VS Code's Install from VSIX... action:

code --install-extension molaro-0.1.1.vsix

Targeted packages are also built for Linux x64, macOS x64, macOS arm64, and Windows x64. The Claude Agent SDK runtime is included only in the Linux x64 package; the universal and other targeted packages retain the viewer, terminal, plots, and hand-written mods.

To build all packages from source:

npm ci
npm run package

Open a system

Configure molaro.pythonPath with a Python environment containing NumPy and mdtraj.
In the VS Code Explorer, right-click a structure or trajectory file.
Select Launch Molaro.

Standalone structures such as .pdb, .gro, .mol2, .cif, and .h5 open directly. Trajectories such as .xtc, .dcd, .trr, and .nc need a companion topology. Molaro first looks for a same-named topology beside the trajectory and can resolve other candidates by atom count.

For a synthetic dataset that does not require mdtraj, run Point Viewer: Open from the Command Palette.

Work with the viewer

The hierarchy panel and 3D scene share the same named selections and hidden set. Click hierarchy rows or geometry to build a selection, right-click to toggle visibility, and drag in the scene to rotate the camera. The panel can be docked, resized, or collapsed.

Open the built-in terminal from the viewer to drive the scene with commands:

view polymer
create_sele polymer.A [chain_a]
hide solvent
colorpoints @chain_a steelblue

The address grammar works across categories, groups, subgroups, point types, point indices, named selections, globs, ranges, and unions. See the command reference for the full grammar and command set.

Analysis mods

A mod is a Python file that receives the loaded trajectory and selected point indices, then returns a typed result for Molaro to display. Mods can produce per-frame series, scatter plots, figures, scalar fields, channels, edges, or a sequence of viewer commands.

User mods live in molaro.modsDir, or ~/.molaro/mods by default. They are discovered and reloaded when saved. See Writing a Molaro mod for the file format, data API, return contracts, parameters, and testing workflow.

Claude analysis assistant

Run Molaro: Set Anthropic API Key to store an API key in VS Code SecretStorage, then enter /claude in Molaro's terminal to open the assistant. The key can also come from ANTHROPIC_API_KEY.

The assistant works from the live system context and the same command and mod interfaces available to the user. Its built-in tools are limited to reading Molaro context, writing and running mods, running viewer commands, and deleting workspace mods. Operations that write, execute Python, or delete a mod require explicit approval in the panel. The assistant has no general shell or filesystem tool through Molaro.

Architecture

VS Code extension host
  |-- TypeScript host and broker          src/
  |-- Python trajectory producer          producer/
  |-- shared wire contract                contract/
  `-- Three.js viewer and terminal        webview/

The extension host starts the producer and relays a length-framed protocol to the webview. The Python side owns file loading and molecular interpretation; the TypeScript side owns rendering, interaction, commands, plots, and assistant UI. The boundary between them is defined in contract/.

More detail is available in:

Development

npm ci
npm run build
npm run typecheck
python3 -m tests.test_roundtrip
npm test

Open this repository in VS Code and press F5 to launch an Extension Development Host. Build output is written to dist/; npm run package produces the platform-specific VSIX files.

License

Molaro is released under the MIT License. The Claude Agent SDK dependency is distributed under its own license.

Molaro