Bring Generative Ai
to Windsurf
Learn how to connect Leonardo.ai (Generative AI & Models) to Windsurf and start using 10 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
GDPR Free for Subscribers
What is the Leonardo.ai (Generative AI & Models) MCP Server?
Connect your Leonardo.ai account to any AI agent and take full control of state-of-the-art generative image production and custom AI models through natural conversation.
What you can do
- Generation Orchestration — Initiate asynchronous image generation requests defining precise prompts, model UUIDs, and dimensions directly from your agent
- Model Discovery — Enumerate global platform models (Phoenix, Kino XL) and your fine-tuned custom models to understand available inference capabilities
- Image-to-Image — Acquire secure presigned URLs to upload initial images for guided AI generation and reference-based transformations
- Precision Variations — Create unzoom context extensions and visual variations expanding previously generated images while maintaining structural consistency
- Inventory Audit — List recent user generations and retrieve absolute image URLs, prompts used, and exact hardware metadata securely
- User Metrics — Monitor active account metrics and token usage allocations to manage your generation budget and operational costs in real-time
How it works
1. Subscribe to this server
2. Enter your Leonardo.ai API Key
3. Start generating professional AI visuals from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Digital Artists & Designers — iterate on visual concepts and model fine-tuning through natural conversation without manual dashboard searching
- AI Content Teams — automate the production of high-fidelity marketing assets and branded imagery across multiple projects
- Creative Directors — audit generation histories and monitor team credit usage to ensure optimized AI resource allocation
Built-in capabilities (10)
Create an unzoom context extension expanding a Leonardo.ai generated image
Delete a Leonardo generation history log and its image array explicitly
Returns a Generation ID used to poll for the output. Generate images from a text prompt using Leonardo.ai
Get the active status or completed result of a generation
Get specific details and parameters of a Leonardo.ai model
Get active authenticated Leonardo AI user metrics
List fine-tuned and custom-trained models available explicitly on your Leonardo instance
List all global public platform models hosted on Leonardo.ai
List recent image generations initiated by a specific Leonardo user
Acquire a secure presigned URL tracking for image-to-image inference datasets
Why Windsurf?
Windsurf's Cascade agent chains multiple Leonardo.ai (Generative AI & Models) tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 10 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
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Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention
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Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively
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JSON-based configuration means zero code changes: paste a URL, reload, and all 10 tools are immediately available
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Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
Leonardo.ai (Generative AI & Models) in Windsurf
Leonardo.ai (Generative AI & Models) and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect Leonardo.ai (Generative AI & Models) to Windsurf through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 3,400+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for Leonardo.ai (Generative AI & Models) in Windsurf
The Leonardo.ai (Generative AI & Models) MCP Server runs on Vinkius-managed infrastructure inside AWS — a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts. All 10 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in Windsurf only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
How Vinkius secures
Leonardo.ai (Generative AI & Models) for Windsurf
Every tool call from Windsurf to the Leonardo.ai (Generative AI & Models) MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
Can I check the progress of my image generation through my agent?
Yes. Use the get_generation_status tool with the Generation ID provided when you started the request. Your agent will poll the Leonardo API and return the final image URLs and metadata once the process is complete.
How do I find which AI models are available for generation?
Ask your agent to list_platform_models or list_custom_models. It will return a list of available UUIDs and model names (like Phoenix or Kino XL), which are required when triggering a new image generation request.
Can my agent perform image-to-image transformations?
Absolutely. Use the upload_init_image tool to acquire a secure presigned URL for your source image. Once uploaded, you can command your agent to trigger a generation that uses that image as a reference for guided AI transformations.
How does Windsurf discover MCP tools?
Windsurf reads the mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.
Can Cascade chain multiple MCP tool calls?
Yes. Cascade is an agentic system. it can plan and execute multi-step workflows, calling several tools in sequence to accomplish complex tasks without manual prompting between steps.
Does Windsurf support multiple MCP servers?
Yes. Add as many servers as needed in mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.
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