How do I use this MCP with my AI client?

You connect the MCP through your client settings and provide your Stability AI API key. Once connected, you can simply talk to your agent to trigger image tasks.

What kind of images can I create?

You can generate everything from standard concept art to high-end photorealistic production assets using various models like Stable Diffusion 3.5 or Ultra V2.

Can I edit images I already have?

Yes. You can use inpaint_image to change specific areas or image_to_image_v1 to transform an existing image based on a new prompt.

Do I need to worry about image resolution?

No. If an image is too small, you can use the upscale_image capability to increase its resolution while maintaining detail.

How do I check my usage?

You can use the get_credit_balance capability to see how many credits you have left in your Stability AI account.

Can the language model visually analyze the specific outputs generated from the APIs recursively?

Stability AI’s underlying architecture transmits the resultant graphical files returning strictly formatted Base64 encoded outputs or structured CDN links. Assuming your interface possesses multimodal capability, it is logically capable of assessing graphic properties accurately post generation.

Who possesses ownership over the raw generated assets computationally rendered here?

By adhering definitively to official usage terms, creations executed natively belong securely entirely to the account producing them (you). Generative visual models execute entirely adhering to a clear framework of user copyright ownership fundamentally aligned with typical platform specifications.

Which image formats does the API return?

The API typically returns PNG images encoded as Base64 strings or direct CDN URLs. The exact format depends on the endpoint and parameters used in the generation request.

An astronaut overseeing a futuristic data hub

Download PDF Markdown Version

Connect Stability AI to ChatGPT, Claude and Gemini

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Turn text prompts into high-resolution production assets.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 10 capabilities

We ship only the actions that matter.

Capability set01 / 03

01-04

4 capabilities in this set.

Part of 10 available through Stability AI.

01
Text to image v1
This capability generates an image from a text prompt using v1 engines. You provide the prompt and specify dimensions in multiples of 64.
02
Upscale image
Use this to increase image resolution while keeping the original details intact. It requires a guidance prompt to maintain quality.
03
Remove background
This capability strips the background from an image instantly. It is ideal for isolating subjects in product photography.
04
List engines
This capability retrieves a list of all available image generation engines on the Stability AI platform.

Capability set02 / 03

05-07

3 capabilities in this set.

Part of 10 available through Stability AI.

05
Get credit balance
Check your current Stability AI credit balance with this capability.
06
Image to image v1
This capability transforms an existing image based on a new text prompt using v1 engines.
07
Inpaint image
Use this to edit or replace specific regions within an image by providing a prompt for the target area.

Capability set03 / 03

08-10

3 capabilities in this set.

Part of 10 available through Stability AI.

08
Generate core v2
This capability uses the Stable Image Core model for fast, high-quality image generation.
09
Generate sd35
Access Stable Diffusion 3.5 models, including large, large-turbo, and medium versions, for advanced generation.
10
Generate ultra v2
This capability produces high-end, photorealistic images intended for final production use.

Real work

What teams actually run

Ad Creative Iteration

A marketer asks the agent to generate five different versions of a product shot for A/B testing.

Product Catalog Cleanup

An e-commerce manager uses the agent to remove backgrounds from a batch of new product photos.

Concept Art Prototyping

A designer uses text-to-image capabilities to quickly visualize a scene before starting manual work.

Asset Enhancement

A user takes a low-resolution placeholder and uses the upscale capability to make it production-ready.

Automate a task

Put Stability AI to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

Stability AI works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

Building your own app? The connector is yours to use.

You don't need a client to put Stability AI to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

978ms average. Fast in production.

Stability AI is checked daily against the live service.

Daily averagePeak 1246ms

Oct 3Today

Fastest day: 806ms
Slowest day: 1246ms
14-day trend: Slowing+34%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 10 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Stability AI, so you can see the experience inside your AI.

It does not authenticate your account with Stability AI. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Stability AI Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_eWY2wqnSzJZPVvVlS9FdYkEOD7e86Z3L5fYYGmDm/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — Stability AI capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "stability-ai-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_eWY2wqnSzJZPVvVlS9FdYkEOD7e86Z3L5fYYGmDm/mcp"
    }
  }
}

Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Stability AI in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Stability AI owners hand off.

This MCP is built for professionals who need to bridge the gap between text-based planning and visual execution.

01
Digital Marketing Agencies
They use the agent to quickly iterate on ad variations and campaign graphics.
02
E-Commerce Managers
They automate the process of cleaning up product photos and standardizing catalogs.
03
Creative Operations Leaders
They turn rough concepts into high-resolution presentations for stakeholders.

FAQ

Questions Stability AI owners ask.

01
How do I use this MCP with my AI client?
You connect the MCP through your client settings and provide your Stability AI API key. Once connected, you can simply talk to your agent to trigger image tasks.
02
What kind of images can I create?
You can generate everything from standard concept art to high-end photorealistic production assets using various models like Stable Diffusion 3.5 or Ultra V2.
03
Can I edit images I already have?
Yes. You can use inpaint_image to change specific areas or image_to_image_v1 to transform an existing image based on a new prompt.
04
Do I need to worry about image resolution?
No. If an image is too small, you can use the upscale_image capability to increase its resolution while maintaining detail.
05
How do I check my usage?
You can use the get_credit_balance capability to see how many credits you have left in your Stability AI account.
06
Can the language model visually analyze the specific outputs generated from the APIs recursively?
Stability AI’s underlying architecture transmits the resultant graphical files returning strictly formatted Base64 encoded outputs or structured CDN links. Assuming your interface possesses multimodal capability, it is logically capable of assessing graphic properties accurately post generation.
07
Who possesses ownership over the raw generated assets computationally rendered here?
By adhering definitively to official usage terms, creations executed natively belong securely entirely to the account producing them (you). Generative visual models execute entirely adhering to a clear framework of user copyright ownership fundamentally aligned with typical platform specifications.
08
Which image formats does the API return?
The API typically returns PNG images encoded as Base64 strings or direct CDN URLs. The exact format depends on the endpoint and parameters used in the generation request.

Explore

More in AI Frontier

Connect Stability AI to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Text to image v1

Upscale image

Remove background

List engines

05-07

Get credit balance

Image to image v1

Inpaint image

08-10

Generate core v2

Generate sd35

Generate ultra v2

What teams actually run

Ad Creative Iteration

Product Catalog Cleanup

Concept Art Prototyping

Asset Enhancement

Building your own app? The connector is yours to use.

Stability AI Connector

Claude Desktop

Digital Marketing Agencies

E-Commerce Managers

Creative Operations Leaders

How do I use this MCP with my AI client?

What kind of images can I create?

Can I edit images I already have?

Do I need to worry about image resolution?

How do I check my usage?

Can the language model visually analyze the specific outputs generated from the APIs recursively?

Who possesses ownership over the raw generated assets computationally rendered here?

Which image formats does the API return?

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