Stability AI MCP Server for Mastra AI 10 tools — connect in under 2 minutes
Mastra AI is a TypeScript-native agent framework built for modern web stacks. Connect Stability AI through the Vinkius and Mastra agents discover all tools automatically — type-safe, streaming-ready, and deployable anywhere Node.js runs.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import { Agent } from "@mastra/core/agent";
import { createMCPClient } from "@mastra/mcp";
import { openai } from "@ai-sdk/openai";
async function main() {
// Your Vinkius token — get it at cloud.vinkius.com
const mcpClient = await createMCPClient({
servers: {
"stability-ai": {
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
},
});
const tools = await mcpClient.getTools();
const agent = new Agent({
name: "Stability AI Agent",
instructions:
"You help users interact with Stability AI " +
"using 10 tools.",
model: openai("gpt-4o"),
tools,
});
const result = await agent.generate(
"What can I do with Stability AI?"
);
console.log(result.text);
}
main();
* 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
About 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.
Mastra's agent abstraction provides a clean separation between LLM logic and Stability AI tool infrastructure. Connect 10 tools through the Vinkius and use Mastra's built-in workflow engine to chain tool calls with conditional logic, retries, and parallel execution — deployable to any Node.js host in one command.
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.
The Stability AI MCP Server exposes 10 tools through the Vinkius. Connect it to Mastra AI in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Stability AI to Mastra AI via MCP
Follow these steps to integrate the Stability AI MCP Server with Mastra AI.
Install dependencies
Run npm install @mastra/core @mastra/mcp @ai-sdk/openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.ts and run with npx tsx agent.ts
Explore tools
Mastra discovers 10 tools from Stability AI via MCP
Why Use Mastra AI with the Stability AI MCP Server
Mastra AI provides unique advantages when paired with Stability AI through the Model Context Protocol.
Mastra's agent abstraction provides a clean separation between LLM logic and tool infrastructure — add Stability AI without touching business code
Built-in workflow engine chains MCP tool calls with conditional logic, retries, and parallel execution for complex automation
TypeScript-native: full type inference for every Stability AI tool response with IDE autocomplete and compile-time checks
One-command deployment to any Node.js host — Vercel, Railway, Fly.io, or your own infrastructure
Stability AI + Mastra AI Use Cases
Practical scenarios where Mastra AI combined with the Stability AI MCP Server delivers measurable value.
Automated workflows: build multi-step agents that query Stability AI, process results, and trigger downstream actions in a typed pipeline
SaaS integrations: embed Stability AI as a first-class tool in your product's AI features with Mastra's clean agent API
Background jobs: schedule Mastra agents to query Stability AI on a cron and store results in your database automatically
Multi-agent systems: create specialist agents that collaborate using Stability AI tools alongside other MCP servers
Stability AI MCP Tools for Mastra AI (10)
These 10 tools become available when you connect Stability AI to Mastra AI via MCP:
generate_core_v2
Optimized for speed and quality. Generate an image using the Stable Image Core model
generate_sd35
Choose from "sd3.5-large", "sd3.5-large-turbo", or "sd3.5-medium". Generate an image using Stable Diffusion 3.5
generate_ultra_v2
Best for final production assets. Generate a high-end photorealistic image
get_credit_balance
Retrieves your current Stability AI credit balance
image_to_image_v1
Requires engine_id and prompt. Transform an existing image based on a text prompt
inpaint_image
Edits specific regions of an image based on a prompt
list_engines
These IDs are required for v1 generation tools. List all available image generation engines on Stability AI
remove_background
Removes the background from an image
text_to_image_v1
Provide engine_id, prompt, width, and height. Width/Height must be multiples of 64. Generate an image from a text prompt using v1 engines
upscale_image
Provide a guidance prompt to help the model maintain quality. Increases image resolution while preserving detail
Example Prompts for Stability AI in Mastra AI
Ready-to-use prompts you can give your Mastra AI agent to start working with Stability AI immediately.
"Generate a wide format concept visual depicting a sleek, futuristic electric bike stationed alongside a minimalist architectural wall structure."
"Upscale this low-resolution image of a landscape without losing structural fidelity."
"Remove the background from this product photography."
Troubleshooting Stability AI MCP Server with Mastra AI
Common issues when connecting Stability AI to Mastra AI through the Vinkius, and how to resolve them.
createMCPClient not exported
npm install @mastra/mcpStability AI + Mastra AI FAQ
Common questions about integrating Stability AI MCP Server with Mastra AI.
How does Mastra AI connect to MCP servers?
MCPClient with the server URL and pass it to your agent. Mastra discovers all tools and makes them available with full TypeScript types.Can Mastra agents use tools from multiple servers?
Does Mastra support workflow orchestration?
Connect Stability AI with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Stability AI to Mastra AI
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.