VisualTorch
Rank #2,461io.github.willyfh/visualtorch
Render PyTorch architecture diagrams and animated GIF reveals from trusted model source.
VisualTorch is a Model Context Protocol (MCP) server published by willyfh. It ranks #2,461 of 132,046 servers tracked on MCP Toplist, and its repository has 332 GitHub stars. VisualTorch is listed on Official MCP, with 1 tracked version. It was first listed on Jul 4, 2026 and most recently updated on Jul 28, 2026.
Ranks ahead of 129,585 of 132,046 servers on MCP Toplist.
Use VisualTorch
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add visualtorch -- uvx visualtorch --from "visualtorch[mcp]" visualtorch-mcp[mcp_servers.visualtorch]
command = "uvx"
args = ["visualtorch", "--from", "visualtorch[mcp]", "visualtorch-mcp"]Add to ~/.codex/config.toml.
{
"mcpServers": {
"visualtorch": {
"command": "uvx",
"args": [
"visualtorch",
"--from",
"visualtorch[mcp]",
"visualtorch-mcp"
]
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config).
{
"mcpServers": {
"visualtorch": {
"command": "uvx",
"args": [
"visualtorch",
"--from",
"visualtorch[mcp]",
"visualtorch-mcp"
]
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"servers": {
"visualtorch": {
"type": "stdio",
"command": "uvx",
"args": [
"visualtorch",
"--from",
"visualtorch[mcp]",
"visualtorch-mcp"
]
}
}
}Save as .vscode/mcp.json in your workspace.
{
"mcpServers": {
"visualtorch": {
"command": "uvx",
"args": [
"visualtorch",
"--from",
"visualtorch[mcp]",
"visualtorch-mcp"
]
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"visualtorch": {
"command": "uvx",
"args": [
"visualtorch",
"--from",
"visualtorch[mcp]",
"visualtorch-mcp"
]
}
}
}Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.willyfh%2Fvisualtorch)<a href="https://mcptoplist.com/server/io.github.willyfh%2Fvisualtorch"><img src="https://mcptoplist.com/badge/io.github.willyfh%2Fvisualtorch.svg" alt="MCP Toplist: Top 5% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
willyfh
Available versions (1)
| Version | Published |
|---|---|
| 1.4.1 | Jul 28, 2026 |
Frequently asked questions
- Who maintains VisualTorch?
- VisualTorch is maintained by willyfh, which publishes 1 MCP server (1 total version) tracked on MCP Toplist.
- Is VisualTorch listed on the Official MCP Registry?
- Yes — VisualTorch is listed on the Official MCP Registry.
- How many versions does VisualTorch have?
- MCP Toplist tracks 1 version of VisualTorch, most recently published on Jul 28, 2026.
- Where can I find the source code for VisualTorch?
- The source code for VisualTorch is hosted at github.com/willyfh/visualtorch.
Do you run this server?
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