mcpbeat

VisualTorch MCP Server

io.github.willyfh/visualtorch
local only

VisualTorch runs on your own machine — the client starts it, so there is no endpoint to ping. 1 136 installs a week from pypi. Last commit 1 Aug 2026.

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

Installs per day peak 667 · avg 169 · -1% w/w
a month agotoday
1 136
Installs / week
pypi · visualtorch
316
Stars
1 open issues
1 Aug 2026
Last commit
0 releases in 90 days
MIT
License
Python

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add visualtorch -- uvx visualtorch
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "visualtorch": {
      "args": [
        "visualtorch"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.visualtorch]
command = "uvx"
args = ["visualtorch"]
.cursor/mcp.json
{
  "mcpServers": {
    "visualtorch": {
      "args": [
        "visualtorch"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "visualtorch": {
      "args": [
        "visualtorch"
      ],
      "command": "uvx"
    }
  }
}

VisualTorch — questions

Answers built from our own checks of this server.

Why is there no uptime for VisualTorch?
VisualTorch runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package visualtorch was installed 1 136 times last week.
How do I connect VisualTorch?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It runs locally, so the command pulls visualtorch straight from pypi; nothing to host, nothing to sign up for.
How many people use VisualTorch?
The pypi package visualtorch was installed 1 136 times in the last week. Week over week that is -1%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is VisualTorch open source?
Yes — it is published under the MIT licence, written in Python, 316 stars on GitHub and 1 open issue. The source link is on this page, so you can read exactly what it does with your data before you connect it.