// SCAN REPORT

Openai Images

4 tools. 3 can modify or destroy data without limits.

3 write tools that can modify data. Rate limits recommended.

Last updated: 3 Jul 2026

3 can modify or destroy data

1 read-only

4 tools total

Community server · catalogue entry verified 03/07/2026

How to control Openai Images ↓

TOOL MAP

What Openai Images exposes to your agents

Read (1) Write / Execute (3) Destructive / Financial (0)

Running more than one server? Check your whole stack →

MOST DANGEROUS TOOLS

High Risk

The most dangerous Openai Images tools

Write · Medium create_variation This tool creates new image files by generating variations of an existing image and saves them to disk. Write · Medium edit_image This tool creates modified image files through generative AI, which constitutes reversible data creation/modification (Write category). Write · Medium generate_image This tool generates new image content by calling OpenAI's API.

3 of Openai Images's 4 tools can modify, destroy, or commit something on every call — and an agent calls them with no built-in limits.

POLICY

How to control Openai Images

PolicyLayer is an MCP gateway — it sits between your AI agents and Openai Images, and nothing reaches the server without passing your rules. These are the rules we recommend:

Rate limit write operations

{
  "create_variation": {
    "limits": [
      {
        "counter": "create_variation_per_hour",
        "window": "hour",
        "max": 30,
        "scope": "grant"
      }
    ]
  }
}

Prevents bulk unintended modifications from agents caught in loops.

Cap read operations

{
  "list_models": {
    "limits": [
      {
        "counter": "list_models_per_minute",
        "window": "minute",
        "max": 60,
        "scope": "grant"
      }
    ]
  }
}

Controls API costs and prevents retry loops from exhausting upstream rate limits.

Create a free account and register Openai Images — nothing to install.
Add these rules — paste them, or build them visually. Tune the limits to your setup.
Point your MCP client (Claude, Cursor, anything) at your gateway URL.

ENFORCE POLICY ON OPENAI IMAGES →

Instant setup, no code required.

FULL CATALOGUE

All 4 Openai Images tools

WRITE 3 tools

Write create_variation Generate variations of an existing image using DALL·E 2 (the only model that supports variations). Results are Write edit_image Edit one or more existing images using a text prompt and optional mask. Supports gpt-image-1.5, gpt-image-1, g Write generate_image Create one or more images from a text prompt using OpenAI

READ 1 tools

Read list_models List supported OpenAI image models with their capabilities (sizes, qualities, edit/variation support, etc.). U

FAQ

Questions about Openai Images

How do I prevent bulk modifications through Openai Images? +

The Openai Images server has 3 write tools including create_variation, edit_image, generate_image. Set a rate limit in your policy -- for example, 10 calls per hour prevents an agent from making more than 10 modifications per hour. PolicyLayer enforces this at the gateway, before calls reach Openai Images.

How many tools does the Openai Images MCP server expose? +

4 tools across 2 categories: Read, Write. 1 are read-only. 3 can modify, create, or delete data.

How do I enforce a policy on Openai Images? +

Register the Openai Images MCP server in PolicyLayer, apply the suggested rules above (adjust the limits to your use case), and point your AI client at the PolicyLayer proxy URL instead of the server directly. Your agents keep the same tools; PolicyLayer evaluates every call against policy before it executes. Nothing to install, live in minutes.

Enforce policy on every Openai Images tool call.

Deterministic rules across all 4 Openai Images tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

ENFORCE POLICY ON OPENAI IMAGES →

Instant setup, no code required.

4 Openai Images tools catalogued and risk-classified — across an index of 43,000+ MCP servers.