Bring Generative Art
to Cursor
Create your Vinkius account to connect Stability AI to Cursor and start using all 10 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
Compatible with every major AI agent and IDE
What is the Stability AI MCP Server?
Integrate the industry-leading generative visual capabilities of Stability AI seamlessly into your conversational LLM workflows. Empower your creative and design teams to rapidly generate photorealistic drafts, upscale low-resolution assets, or systematically remove backgrounds from product photography without relying on external design software. Connect your API securely to your local configuration, interact naturally via conversation to iterate on images, and streamline your entire design pipeline effortlessly.
What you can do
- Core Image Generation — Synthesize net-new images from detailed text prompts and visual parameters invoking
generate_image, utilizing state-of-the-art diffusion models. - Image Upscaling & Enhancement — Resolve low-resolution graphics mathematically, increasing dimensions while retaining structural fidelity using
upscale_image. - Precision Editing — Eradicate complex subject backgrounds instantly from product portraits securely and cleanly invoking
remove_background. - Inpainting & Masking — Surgically replace isolated regions within a graphic layout, maintaining exact consistency mathematically utilizing
inpaint_image.
How it works
- Establish the Stability AI MCP connector reliably on your active AI system.
- In the MCP settings, securely attach your official API Key, effectively binding operations locally.
- Prompt your agent objectively: "Generate a 1024x1024 photorealistic mockup focusing on a modern smart home device, then cleanly remove the background."
Who is this for?
- Digital Marketing Agencies — Automate iterative campaign graphic creation rapidly, testing diverse ad variations procedurally directly via the terminal.
- E-Commerce Managers — Sanitize product photography backgrounds systematically, standardizing catalog appearances objectively in bulk.
- Creative Operations Leaders — Expedite concept-art workflows seamlessly converting initial rough sketches to high-resolution presentations for stakeholders.
Built-in capabilities (10)
Optimized for speed and quality. Generate an image using the Stable Image Core model
Choose from "sd3.5-large", "sd3.5-large-turbo", or "sd3.5-medium". Generate an image using Stable Diffusion 3.5
Best for final production assets. Generate a high-end photorealistic image
Retrieves your current Stability AI credit balance
Requires engine_id and prompt. Transform an existing image based on a text prompt
Edits specific regions of an image based on a prompt
These IDs are required for v1 generation tools. List all available image generation engines on Stability AI
Removes the background from an image
Provide engine_id, prompt, width, and height. Width/Height must be multiples of 64. Generate an image from a text prompt using v1 engines
Provide a guidance prompt to help the model maintain quality. Increases image resolution while preserving detail
Why Cursor?
Cursor's Agent mode turns Stability AI into an in-editor superpower. Ask Cursor to generate code using live data from Stability AI and it fetches, processes, and writes. all in a single agentic loop. 10 tools appear alongside file editing and terminal access, creating a unified development environment grounded in real-time information.
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Agent mode turns Cursor into an autonomous coding assistant that can read files, run commands, and call MCP tools without switching context
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Cursor's Composer feature can generate entire files using real-time data fetched through MCP. no copy-pasting from external dashboards
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MCP tools appear alongside built-in tools like file reading and terminal access, creating a unified agentic environment
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VS Code extension compatibility means your existing workflow, keybindings, and extensions all work alongside MCP tools
Stability AI in Cursor
Why run Stability AI with Vinkius?
The Stability AI connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 10 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.

* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.




Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Stability AI using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Stability AI and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Stability AI to Cursor through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Stability AI for Cursor
Every request between Cursor and Stability AI is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
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.
What is Agent mode and why does it matter for MCP?
Agent mode is Cursor's autonomous execution mode where the AI can perform multi-step tasks: reading files, editing code, running terminal commands, and calling MCP tools. Without Agent mode, Cursor operates in a simpler ask-and-answer mode that doesn't support tool calling. Always ensure you're in Agent mode when working with MCP servers.
Where does Cursor store MCP configuration?
Cursor looks for MCP server configurations in a mcp.json file. You can configure servers at the project level (.cursor/mcp.json in your project root) or globally (~/.cursor/mcp.json). Project-level configs take precedence.
Can Cursor use MCP tools in inline edits?
No. MCP tools are only available in Agent mode through the chat panel. Inline completions and Tab suggestions do not trigger MCP tool calls. This is by design. tool calls require user visibility and approval.
How do I verify MCP tools are loaded?
Open Settings → Features → MCP and look for your server name. A green indicator means the server is connected. You can also check Agent mode's available tools by clicking the tools dropdown in the chat panel.
Tools not appearing in Cursor
Ensure you are in Agent mode (not Ask mode). MCP tools only work in Agent mode.
Server shows as disconnected
Check Settings → Features → MCP and verify the server status. Try clicking the refresh button.
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