VisualTorch
CommunityMCP server by willyfh · updated · ★ 341
Render PyTorch architecture diagrams and animated GIF reveals from trusted model source. VisualTorch is a community project by willyfh, not verified by a company domain.
Last commit in the past day
MIT: permissive, fine for commercial use
Clear description, published package or server URL, 341 stars, original repository
Not checked yet. What we check
Install VisualTorch
Built from the published package, never by AIclaude mcp add visualtorch -- uvx visualtorchRun in your terminal. Add --scope user to use it in every project.
{
"mcpServers": {
"visualtorch": {
"command": "uvx",
"args": [
"visualtorch"
]
}
}
}Settings, Developer, Edit config. Paste into claude_desktop_config.json and restart.
{
"mcpServers": {
"visualtorch": {
"command": "uvx",
"args": [
"visualtorch"
]
}
}
}Add to ~/.cursor/mcp.json (all projects) or .cursor/mcp.json (this project).
{
"servers": {
"visualtorch": {
"command": "uvx",
"args": [
"visualtorch"
]
}
}
}Add to .vscode/mcp.json. VS Code uses "servers", not "mcpServers".
codex mcp add visualtorch -- uvx visualtorch{
"mcpServers": {
"visualtorch": {
"command": "uvx",
"args": [
"visualtorch"
]
}
}
}Add to ~/.gemini/config/mcp_config.json (all projects) or .agents/mcp_config.json (this project).
gemini mcp add visualtorch uvx visualtorchGemini CLI was replaced by Antigravity CLI in June 2026 and remains only for enterprise licences and paid API keys.
MCP servers run with your permissions and can read what you give them access to. Some need an API key: check the README and add it under env in the visualtorch block.
Alternatives to VisualTorch
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VisualTorch: common questions
How do I install VisualTorch?
In Claude Code run claude mcp add visualtorch -- uvx visualtorch. For Claude Desktop, Cursor and VS Code, paste the config shown above and restart. See the install guides.
Is VisualTorch the official server?
VisualTorch is a community project by willyfh, not verified by a company domain.
Is VisualTorch free?
The code is published under the MIT licence. The service it connects to may have its own pricing.
Is VisualTorch safe to use?
It scores 83 of 100. Grades: maintenance A, licence A, quality B. The security check has not run for it yet. Review the code before you install. How grades work.
What are alternatives to VisualTorch?
Similar MCP servers: GitDiagram, draw.io, Pascal App CLI, Figma-Context-MCP.
Does VisualTorch work with ChatGPT?
Not directly. It runs locally, and ChatGPT only connects to remote servers with a URL. Use it in Claude Code, Claude Desktop, Cursor, VS Code or Codex.
