Koskamo

VisualTorch MCP

VisualTorch MCP is an optional, client-neutral stdio server that allows agents to inspect VisualTorch capabilities and generate static PNG architecture diagrams or animated GIF reveals from PyTorch model source code. It supports graph, flow, and LeNet styles, handles capability discovery, and ensures security by requiring trusted source code.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

VisualTorch MCP logo, by hiddenstateresearchCommunity listingLocal stdioSource reviewed; not executedPublished by hiddenstateresearch
You need:Install VisualTorch and its MCP dependency in the Python environment that should perform rendersInstall it with pip install "visualtorch[mcp]"
Vendor documentation

What you can do with it

  • Render a static PyTorch architecture diagram as a PNG
  • Render an animated GIF that reveals the architecture one column at a time
  • Return structured capabilities and schema information
  • Return links to upstream VisualTorch API reference and examples

Source and maintenance

Community listingRegistry 1.4.1
mcp-registry: io.github.willyfh/visualtorch@1.4.1Source repositoryProject website
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

visualtorch 1.4.1

pypiuvx
visualtorch package definition
{
  "version": "1.4.1",
  "transport": "stdio",
  "identifier": "visualtorch",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "registryBaseUrl": "https://pypi.org",
  "packageArguments": [
    {
      "type": "positional",
      "value": "--from"
    },
    {
      "type": "positional",
      "value": "visualtorch[mcp]"
    },
    {
      "type": "positional",
      "value": "visualtorch-mcp"
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

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Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "visualtorch-mcp": {
      "command": "uvx",
      "args": [
        "visualtorch==1.4.1",
        "--from",
        "visualtorch[mcp]",
        "visualtorch-mcp"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "visualtorch-mcp": {
      "command": "uvx",
      "args": [
        "visualtorch==1.4.1",
        "--from",
        "visualtorch[mcp]",
        "visualtorch-mcp"
      ]
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "visualtorch-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "visualtorch==1.4.1",
        "--from",
        "visualtorch[mcp]",
        "visualtorch-mcp"
      ]
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "visualtorch-mcp": {
      "command": "uvx",
      "args": [
        "visualtorch==1.4.1",
        "--from",
        "visualtorch[mcp]",
        "visualtorch-mcp"
      ]
    }
  }
}

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