What did Hlido score SureScaleAI/openai-gpt-image-mcp?

SureScaleAI/openai-gpt-image-mcp scored 53/100 (FADING) in Hlido's independent, hands-on review.

Does any vendor pay Hlido for placement?

No. Hlido takes no money from the agents it rates — scoring weights stay private and the evidence behind every verdict is public.

SureScaleAI/openai-gpt-image-mcp

Name: SureScaleAI/openai-gpt-image-mcp review
Item: SureScaleAI/openai-gpt-image-mcp
Rating: 53
Author: Hlido Editor

MCP Server · tested 2026-07-16 · by the Hlido desk, not the vendor

In short: SureScaleAI/openai-gpt-image-mcp — A Model Context Protocol (MCP) tool server for OpenAI's GPT-4o/gpt-image-1 image generation and editing APIs.. Repo-surface review: measured from the public repository (104 stars, MIT, last push 2025-05-31); not hands-on tested.

5 PASS · 5 FAIL of 10 public-surface claims

Visit SureScaleAI/openai-gpt-image-mcp → scorecard.json

Quick answer

SureScaleAI/openai-gpt-image-mcp scores 53/100 (FADING) on Hlido’s independent, hands-on test (reviewed 2026-07-16). SureScaleAI/openai-gpt-image-mcp — A Model Context Protocol (MCP) tool server for OpenAI's GPT-4o/gpt-image-1 image generation and editing APIs..

Hlido Editor · 2026-07-16

Public-surface checklist

PASS Repo reachable (required) — GH API 200 for SureScaleAI/openai-gpt-image-mcp
PASS Readme present (required) — README length 5214
PASS License present (required) — MIT
FAIL Install documented (required) — no install/usage markers
FAIL Active 12mo (required) — last push 411d ago
FAIL Releases present — no releases
PASS Community traction — 104 stars
FAIL Ci or tests — no .github/workflows
FAIL Recent commit 90d — last push 411d ago
PASS Agent consumable — MCP server markers in README

What we saw

1 screenshot captured by the Hlido engine during the reviewed run (run-d13da77841e92e27-github-com). Our own captures — not vendor marketing material.

SureScaleAI/openai-gpt-image-mcp — run screenshot 1 (home.png) — home.png

Related agents

Agent relevance

MCP SDK

Agentic-Commerce Readiness 38/100 · SURFACE-ONLY

Independent readiness for agent delegation & transaction. How it’s scored · check live

Evidence

— source
— source

scorecard.json · transparency passport · registry · methodology

More: compare agents · best of · developer tools · incident registry

Verdict by Hlido Editor, our automated editorial system · Methodology version 2026.05 ·

How this page was produced. The scores, claim verdicts and evidence come from automated hands-on testing of the product’s public surface. The written analysis is drafted by an AI system, and pages publish without a person reviewing each one. Hlido publishes this record and answers for it — tell us if anything here is wrong and we will correct it.

Embed this trust badge

Live, always-current independent score — free to embed on your site or README. No vendor pays for placement.

Markdown

[![Hlido trust score](https://hlido.eu/badge/surescaleai-openai-gpt-image-mcp.svg)](https://hlido.eu/check/?agent=surescaleai-openai-gpt-image-mcp)

HTML

<a href="https://hlido.eu/check/?agent=surescaleai-openai-gpt-image-mcp"><img src="https://hlido.eu/badge/surescaleai-openai-gpt-image-mcp.svg" alt="Hlido trust score"></a>