viznoir

VTK is all you need.

Cinema-quality science visualization for AI agents.

pip install mcp-server-viznoir

GitHub PyPI

Works with Claude Code Cursor Windsurf Gemini CLI any MCP client

4 of 10 domains — all from single MCP tool calls

22

MCP Tools

1489+

Tests

10

Domains

97%

Coverage

Architecture

01

MCP Server 22 tools · 12 resources · 4 prompts

FastMCP native integration

02

VTK Engine readers · filters · renderer · camera

EGL/OSMesa headless · cinematic lighting · PBR

03

Physics Layer topology · context · guard

Vortex detection · stagnation points · BC parsing

04

Animation 7 presets · 17 easings · transitions

Physics-driven · timeline · compositor · video

05

Output PNG · WebP · MP4 · GLTF · LaTeX

50+ input formats via VTK + meshio

10 DOMAINS

One Pipeline, Every Domain

Every render is a single MCP tool call — no GUI, no post-processing, no ParaView. VTK-native annotations rendered inside the 3D scene.

Medical

CT skull volume rendering

Combustion jet streamlines colored by temperature

CFD

Combustion streamlines

Thermal

Heatsink gradient

Geoscience

Seismic wavefield

Automotive

DrivAerML Cp · 8.8M cells

H2O water molecule electron density isosurface

Molecular

H₂O electron density

Vascular

Cerebral aneurysm MRA

Bennu asteroid surface topology 196K triangles

Planetary

Bennu · 196K triangles

Structural

Cantilever FEA stress

Volume

Thermal threshold

SCIENCE STORYTELLING

Physics Insights, Not Just Pixels

Extract physics, render LaTeX equations, compose cinematic story layouts. One pipeline, one command.

Lid-driven cavity flow: physics decomposition with LaTeX equations and multi-field cinematic renders

inspect_physics → cinematic_render × 4 → LaTeX equations → compose_assets

PHYSICS ANIMATIONS

Every Effect Has a Physical Reason

Not slideshows — real VTK frame-by-frame rendering with physics-driven presets.

Streamline Growth

Lagrangian advection

streamline_growth

Clip Sweep

Pressure gradient cross-section

clip_sweep

Layer Reveal

CT density classification

layer_reveal

Iso Sweep

Orbital topology

iso_sweep

Warp Oscillation

Structural mode shape

warp_oscillation

Light Orbit

Oblique illumination

light_orbit

Threshold Reveal

Feature hierarchy

threshold_reveal

QUICK START

Get started in 3 steps

01

Install

One-line pip install

pip install mcp-server-viznoir

Or with Claude Code:

claude install kimimgo/viznoir

02

Configure

Add to your MCP config

.mcp.json

{
  "mcpServers": {
    "viznoir": {
      "command": "mcp-server-viznoir"
    }
  }
}

03

Use

Prompt in natural language

"Analyze cavity.foam, then compose
a story with LaTeX equations"

Compatible with Claude Code Cursor Windsurf Gemini CLI