SERVER

Vision QA MCP

Rank #114,357

glama/wonderstone843/vision-qa-mcp

An MCP server that enables automated quality control for generated images, evaluating them against reference images and rules to return structured scores and issues.

First listed
Jun 27, 2026
Last publish date
OVERVIEW

Vision QA MCP is a Model Context Protocol (MCP) server published by wonderstone843. It ranks #114,357 of 132,046 servers tracked on MCP Toplist. Vision QA MCP is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jun 27, 2026.

STANDING
#114,357of 132,046 tracked servers

Ranks ahead of 17,689 of 132,046 servers on MCP Toplist.

CONNECT

Use Vision QA MCP

API keyNeeds credentials

Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.

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

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MCP Toplist: #114,357 of 132,046
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2Fwonderstone843%2Fvision-qa-mcp.svg)](https://mcptoplist.com/server/glama%2Fwonderstone843%2Fvision-qa-mcp)
HTML
<a href="https://mcptoplist.com/server/glama%2Fwonderstone843%2Fvision-qa-mcp"><img src="https://mcptoplist.com/badge/glama%2Fwonderstone843%2Fvision-qa-mcp.svg" alt="MCP Toplist: #114,357 of 132,046" /></a>

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

REGISTRIES

Listed on 1 registry

ORGANIZATION

wonderstone843

Organization
Servers in org
2
Versions across org
0
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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 Vision QA MCP?
Vision QA MCP is maintained by wonderstone843, which publishes 2 MCP servers (0 total versions) tracked on MCP Toplist.
Is Vision QA MCP listed on the Official MCP Registry?
Vision QA MCP is not on the Official MCP Registry. It is listed on Glama.
How many versions does Vision QA MCP have?
Vision QA MCP ships as a single rolling release with no explicit version metadata.
Where can I find the source code for Vision QA MCP?
The source code for Vision QA MCP is hosted at github.com/wonderstone843/vision-qa-mcp.
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