SERVER

ComfyUI-GPU-Optimizer

Rank #115,076

glama/mwaight/ComfyUI-GPU-Optimizer

MCP server for AI-controlled GPU VRAM management in ComfyUI, allowing Claude to monitor and control GPU state, manage model offloading, and start/stop ComfyUI.

First listed
Jun 24, 2026
Last publish date
—
OVERVIEW

ComfyUI-GPU-Optimizer is a Model Context Protocol (MCP) server published by mwaight. It ranks #115,076 of 137,138 servers tracked on MCP Toplist. ComfyUI-GPU-Optimizer is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jun 24, 2026.

STANDING
#115,076of 137,138 tracked servers

Ranks ahead of 22,062 of 137,138 servers on MCP Toplist.

CONNECT

Use ComfyUI-GPU-Optimizer

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

This server doesn't publish a machine-readable install config — see the repository README for install instructions.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: #115,076 of 137,138
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2Fmwaight%2FComfyUI-GPU-Optimizer.svg)](https://mcptoplist.com/server/glama%2Fmwaight%2FComfyUI-GPU-Optimizer)
HTML
<a href="https://mcptoplist.com/server/glama%2Fmwaight%2FComfyUI-GPU-Optimizer"><img src="https://mcptoplist.com/badge/glama%2Fmwaight%2FComfyUI-GPU-Optimizer.svg" alt="MCP Toplist: #115,076 of 137,138" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

REGISTRIES

Listed on 1 registry

ORGANIZATION

mwaight

Organization
Servers in org
1
Versions across org
0
VERSIONS

Not versioned

This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.

FAQ

Frequently asked questions

Who maintains ComfyUI-GPU-Optimizer?
ComfyUI-GPU-Optimizer is maintained by mwaight, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
Is ComfyUI-GPU-Optimizer listed on the Official MCP Registry?
ComfyUI-GPU-Optimizer is not on the Official MCP Registry. It is listed on Glama.
How many versions does ComfyUI-GPU-Optimizer have?
ComfyUI-GPU-Optimizer ships as a single rolling release with no explicit version metadata.
Where can I find the source code for ComfyUI-GPU-Optimizer?
The source code for ComfyUI-GPU-Optimizer is hosted at github.com/mwaight/ComfyUI-GPU-Optimizer.
Used in projects

Do you run this server?

Add to a project

Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.

EXPLORE