APImage MCP Server for WindsurfGive Windsurf instant access to 10 tools to Check Apimage Status, Enhance Prompt, Generate Image, and more

Name: APImage
Price: 29 USD
Availability: InStock
Rating: 5.0 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

Windsurf brings agentic AI coding to a purpose-built IDE. Connect APImage through Vinkius and Cascade will auto-discover every tool. ask questions, generate code, and act on live data without leaving your editor.

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The APImage MCP Server for Windsurf is a standout in the Design Creative category — giving your AI agent 10 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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+ other MCP clients

Classic Setup·json

{
  "mcpServers": {
    "apimage": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

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About APImage MCP Server

Connect your APImage account to any AI agent and manage your entire image generation and editing workflow through natural conversation.

Windsurf's Cascade agent chains multiple APImage 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.

What you can do

Text-to-Image — Generate images from text descriptions using multiple AI models (Flux, Stable Diffusion, DALL-E)
Background Removal — Remove backgrounds from any image and receive transparent PNGs
Prompt Enhancement — Automatically expand simple prompts into detailed descriptions for better results
Image Upscaling — Increase image resolution by 2x or 4x while preserving quality
Image-to-Image — Transform existing images based on text prompts while keeping general structure
Inpainting — Fill in masked areas of images with AI-generated content based on text prompts
Model Selection — Browse available AI models and choose the best one for each task
Generation History — Review all previously generated images with prompts, parameters, and download URLs

The APImage MCP Server exposes 10 tools through the Vinkius. Connect it to Windsurf in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 10 APImage tools available for Windsurf

When Windsurf connects to APImage through Vinkius, your AI agent gets direct access to every tool listed below — spanning generative-ai, background-removal, image-editing, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

check

Check apimage status on APImage

Verify API connectivity

enhance

Enhance prompt on APImage

Enhance a generation prompt

generate

Generate image on APImage

Optionally specify the model. Generate an image from a prompt

get

Get generation on APImage

Get generation details

image

Image to image on APImage

Transform an image with a prompt

inpaint

Inpaint image on APImage

Inpaint a masked region

list

List generations on APImage

List generation history

list

List models on APImage

List available models

remove

Remove background on APImage

Remove image background

upscale

Upscale image on APImage

Upscale an image

Connect APImage to Windsurf via MCP

Follow these steps to wire APImage into Windsurf. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

Open MCP Settings

Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"

Add the server

Paste the JSON configuration above into mcp_config.json

Save and reload

Windsurf will detect the new server automatically

Start using APImage

Open Cascade and ask: "Using APImage, help me...". 10 tools available

Why Use Windsurf with the APImage MCP Server

Windsurf provides unique advantages when paired with APImage through the Model Context Protocol.

Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention

Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively

JSON-based configuration means zero code changes: paste a URL, reload, and all 10 tools are immediately available

Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts

APImage + Windsurf Use Cases

Practical scenarios where Windsurf combined with the APImage MCP Server delivers measurable value.

Automated code generation: ask Cascade to fetch data from APImage and generate models, types, or handlers based on real API responses

Live debugging: query APImage tools mid-session to inspect production data while debugging without leaving the editor

Documentation generation: pull schema information from APImage and have Cascade generate comprehensive API docs automatically

Rapid prototyping: combine APImage data with Cascade's code generation to scaffold entire features in minutes

Example Prompts for APImage in Windsurf

Ready-to-use prompts you can give your Windsurf agent to start working with APImage immediately.

"Generate an image of a futuristic city at sunset using the Flux model."

"Remove the background from this product photo: https://example.com/product.jpg"

"Enhance this prompt: 'a cat sitting on a windowsill'."

Troubleshooting APImage MCP Server with Windsurf

Common issues when connecting APImage to Windsurf through Vinkius, and how to resolve them.

Server not connecting

Check Settings → MCP for the server status. Try toggling it off and on.

APImage + Windsurf FAQ

Common questions about integrating APImage MCP Server with Windsurf.

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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