Back to MCP Trust Indexm8ven
C
Emerging
74/100
3 days ago

gpt-image-mcp

MCP server that adds a generate_image tool to Claude Code and other MCP hosts, using OpenAI's gpt-image-2 to create and save PNG images locally.

→ Garfield-Wuu/gpt-image-mcp· listed on glama

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

Code Verified⚡ Live Monitored: not connected

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Who stands behind it

Garfield-Wuu

Source: Glama

Is this your MCP?

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Install from

Glama

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// key findings
🚨
Secret credentials may flow to a network call
1 flow detected: OPENAI_API_KEY. We can’t prove the destination matches the brand the credential belongs to.
🔐
You'll be asked for 1 credential: OPENAI_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configGPT_IMAGE_OUT❌ <cwd>/out Directory where generated PNGs are saved.
🔐 secretOPENAI_API_KEY✅ — Your API key (official or reseller). Never hardcode it.
configOPENAI_BASE_URLAny OpenAI-compatible backend. Point anywhere you like
configGPT_IMAGE_MODELthat serves gpt-image-2 (or a compatible model you set via ).
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

2/2 tools missing one or more hints — generate_image (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); list_images (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint). OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Secrets not written to files

1 secret value written to files

Avoid persisting secrets to disk. Keep them in memory or your secret manager.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 3 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/garfield-wuu-gpt-image-mcp-10kb5l)](https://m8ven.ai/mcp/garfield-wuu-gpt-image-mcp-10kb5l)
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commit: b7155a97f73d7902ff6071ebee648b385ffce700
code hash: f3b1a46fbb8e3cf7271d81f0865a004e81b5aa8f3a40630f41819da17da253f7
verified: 8/17/2026, 7:41:27 PM
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