VisualTorch MCP server

Render PyTorch architecture diagrams and animated GIF reveals from trusted model source.

AI models and prompts ★ 336 GitHub starsv1.4.1Updated Jul 28, 2026

Install

PyPI (stdio)uvx visualtorch

JSON for apps that use an mcpServers block (Claude Desktop, Cursor and others):

{"mcpServers": {
  "visualtorch": {
    "command": "uvx",
    "args": ["visualtorch"]
  }
}}

From the server's registry entry. Many servers also need an API key or other settings: check the repository's README before you run it.

About this server

Registry name	`io.github.willyfh/visualtorch`
Repository	github.com/willyfh/visualtorch
Website	visualtorch.readthedocs.io/en/latest/markdown/g…
Packages	pypi `visualtorch`
In the registry since	Jul 28, 2026
GitHub stars	336

Listed from the official MCP Registry. We have not reviewed or tested this server; a local server runs code on your machine, so read the repository first.

Use it with

AI agents whose docs say they support MCP.

OpenAI Codex Claude Code LangChain Pi OpenCode Cursor GitHub Copilot LangGraph AI SDK Strands Agents Lovable Replit Agent

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