APImage MCP. Generate and perfect visuals, from text to pixel.
Gemini Works with every AI agent you already use
…and any MCP-compatible client
Just plug in your AI agents and start using Vinkius.
APImage MCP connects a world-class press image archive directly into your AI workflow. It lets you generate complex visuals from simple text prompts, remove backgrounds, upscale assets, or refine images by filling in missing details—all through natural conversation with your agent.
What your AI agents can do
Check apimage status
Verifies if your API connection is active and working correctly.
Enhance prompt
Expands a simple text description into a detailed prompt for better image generation results.
Generate image
Creates an image based on a provided text prompt, with the option to specify different AI models.
Creates entirely new visuals from text prompts or existing images using specialized models.
Modifies specific parts of an image, like filling in masked areas or transforming the style while keeping core elements intact.
Processes existing photos by removing backgrounds to get transparent PNGs or increasing resolution (upscaling).
Takes vague text inputs and automatically expands them into detailed, high-quality descriptions that yield better results.
Ask AI about this MCP
Supported MCP Clients
OAuth 2.0 Compatible Gemini Waiting for input…
APImage MCP: 10 Tools for Visual Assets
These tools let you manage the entire image lifecycle, allowing generation, editing, cleanup, and asset management all through your agent.
Make your AI actually useful.
Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.
Start using APImage on Vinkius019dd0b9check apimage status
Verifies if your API connection is active and working correctly.
019dd0b9enhance prompt
Expands a simple text description into a detailed prompt for better image generation results.
019dd0b9generate image
Creates an image based on a provided text prompt, with the option to specify different AI models.
019dd0b9get generation
Retrieves specific details about a previously generated image job.
019dd0b9image to image
Transforms an existing image by applying new stylistic or structural changes based on a text prompt.
019dd0b9inpaint image
Fills in gaps within a masked region of an image using AI-generated content.
019dd0b9list generations
Shows a history of all images you've generated, along with the used prompts and parameters.
019dd0b9list models
Lists all available AI models so you can pick the best one for your task.
019dd0b9remove background
Separates an image from its background, resulting in a transparent PNG file.
019dd0b9upscale image
Increases the resolution of an existing image by 2x or 4x while maintaining quality.
Choose How to Get Started
Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.
Build Your Own
Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.
- Import from OpenAPI, Swagger, or YAML specs
- Create Agent Skills with progressive disclosure
- Deploy to edge with MCPFusion framework
- Built in DLP, auth, and compliance on every call
- Real time usage dashboard and cost metering
- Publish to catalog or keep private
Make Your AI Do More
Start with APImage, then connect any of our 5,000+ other servers whenever your AI needs more. One click, no limits.
- Use this MCP plus 5,000+ others, all in one place
- Add new capabilities to your AI anytime you want
- Every connection is secured and compliant automatically
- Track usage and costs across all your servers
- Works with Claude, ChatGPT, Cursor, and more
- New servers added to the catalog every week
Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by APImage. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
VINKIUS INFRASTRUCTURE
Cloud Hosted
Managed infra
V8 Isolated
Sandboxed per request
Zero-Trust Proxy
No stored credentials
DLP Enforced
Policy on every call
GDPR Compliant
EU data residency
Token Compression
~60% cost reduction
Works with Claude, ChatGPT, Cursor, and more
The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.
This server provides 10 capabilities that interface natively with Claude, ChatGPT, Cursor, and any MCP client. No middleware. No custom integration required.
Dealing with Visual Assets Is Always a Multi-Step Nightmare
Today, if you get an initial concept—say, 'a futuristic city'—you first have to write it out and refine it. Then you jump to the image generation site, paste your detailed prompt, generate the asset, download it, and then realize the background is messy. You open a second tab for cleanup, run a background removal tool, get a transparent PNG, and finally, if the resolution isn't high enough for print, you have to find another service just to upscale it.
With this MCP, you stay in one place. Your agent handles that entire sequence—refining the prompt using `enhance_prompt`, generating the base image with `generate_image`, and then running `remove_background` on the resulting file, all through conversation. You get the final asset without ever leaving your workflow.
Generate Images and Manipulate Assets
Before this MCP, changing a photo's style meant manual editing in Photoshop or relying on multiple web services. If you wanted to fill in missing parts of an old photograph, that was often guesswork or expensive restoration work.
Now, telling the agent to run `inpaint_image` and specifying what needs filling lets the AI handle the complex pixel math for you. It's a single command that replaces hours of manual retouching.
What you can do with this MCP connector
You can use this connector to manage the entire lifecycle of visual asset creation without leaving your chat client. Need a mockup for a new product? Give an initial prompt and generate it immediately. If that image isn't quite right, you don't start over; you refine it by telling the agent exactly what to change, or you can tell it to expand a basic concept into a highly detailed description first.
This MCP handles everything from pure text-to-image generation using multiple models to cleaning up existing assets, like removing backgrounds for e-commerce listings. It's all exposed through Vinkius, giving your agent access to industry-standard creative tools right where you need them.
019dd0ba-0699-7156-a4b6-798ba1c1d5ca 
How APImage MCP Works
- 1 Connect your API Key to this MCP via Vinkius. You'll need the key from your APImage account settings.
- 2 Instruct your AI client on the task (e.g., 'Generate a picture of a vintage car').
- 3 The agent uses the appropriate tool, delivers the asset details, and you can then chain further actions like upscaling or removing backgrounds.
The bottom line is, you get to treat image creation not as separate steps, but as one continuous conversation with your AI client.
Who Is APImage MCP For?
Any professional who spends time needing high-quality visuals—marketers creating ad campaigns, product developers building mockups, or designers handling daily asset pipelines. If you're tired of jumping between ten different web apps to make one image, this is for you.
Needs to generate concept art and quick mockups directly within their coding environment without leaving the IDE.
Handles product photos that need background removal or high-resolution upscaling for different storefronts on demand.
Requires campaign visuals and diverse assets rapidly, needing the tool to enhance basic text ideas into detailed prompts.
What Changes When You Connect
- You can turn simple ideas into complex assets. Use
enhance_prompton a basic concept like 'blue flowers' and get a detailed prompt ready for generation. - Never lose work or forget parameters. The
list_generationstool keeps a clean record of every asset you make, along with the prompts you used. - Need to fix an image? Instead of redrawing it, use
inpaint_imageto fill in missing parts of a photo with AI-generated content. - Stop resizing and losing quality. The
upscale_imagetool boosts resolution by 2x or 4x without making the asset look soft or blurry. - Refining assets is simple. If you have an image but need it to feel different, run
image_to_imagewith a new prompt to transform its style while keeping the core subject. - Start fresh with multiple models. You can use
list_modelsbefore runninggenerate_imageto pick the specific engine best suited for your visual goal.
Real-World Use Cases
The E-commerce Product Shot
A manager has 50 product photos, but they all have cluttered backgrounds. Instead of hiring a retoucher for hours, the agent runs remove_background on every file and then uses upscale_image to make them web-ready at 4K resolution.
The Marketing Campaign Visual
A designer needs concept art for a new ad. They start with 'cyberpunk street scene.' The agent first runs enhance_prompt, which expands that into technical detail, and then uses generate_image to create the final asset.
The Historical Photo Restoration
A researcher has an old photo with a corner torn out. They use inpaint_image to mask the missing area and prompt the AI to fill it in, restoring the image without guessing too much.
The Style Transfer Mockup
A developer has an existing UI screenshot but wants it to look like a watercolor painting. They use image_to_image, feeding the original file and prompting for 'watercolor style' to get the desired effect.
The Tradeoffs
Trying to upscale too early
Running upscale_image on a low-res, poorly composed image. This just magnifies the original flaws, making it look worse.
→
Always start by running generate_image or using enhance_prompt first to make sure your initial concept is strong. Only upscale when you're certain of the composition.
Using vague prompts repeatedly
Giving the AI the same prompt, like 'a dog,' over and over again. You get variations, but they lack the specific detail needed for a client pitch.
→
Run enhance_prompt first. This expands your simple idea into something technical enough—like 'A Golden Retriever puppy playing in golden hour sunlight'—to guide generate_image effectively.
Ignoring model selection
Assuming a single default model works for everything, whether it's photorealism or cartoon style.
→
Use list_models. This lets you check which specific models (like Flux vs. Stable Diffusion) are available so you can select the best one for your desired output.
When It Fits, When It Doesn't
You should use this MCP if your workflow involves any step that requires turning text into a visual asset, or editing an existing image in ways that require computation (like changing resolutions or removing backgrounds). It's perfect for pipelines where you need to move from concept -> generation -> refinement. Don't use it if all you need is simple file conversion (e.g., PDF to JPG) or basic cropping, as those are handled by simpler utilities. If your goal is only to search a catalog of existing stock photos, you don't need the generative tools; you just need direct search API access.
Common Questions About APImage MCP
How do I generate an image using the APImage MCP? +
You tell your agent what you want to see, and it uses generate_image. You can also use list_models first if you need help deciding which AI engine works best for that prompt.
What's the difference between generate_image and image_to_image? +
generate_image creates something new from scratch using just a text prompt. image_to_image, though, takes an existing file and changes its style or structure based on a prompt you give it.
Can I clean up my photos with the APImage MCP? +
Yes. For background removal, use remove_background to get a transparent PNG. If the image is too low quality, run upscale_image first.
What if I have a vague idea for an image? Do I need enhance_prompt? +
It helps immensely. Running enhance_prompt takes a simple phrase and turns it into a technical, detailed prompt that vastly improves the quality of your final generated images.
How do I check if my APImage MCP connection is active using the `check_apimage_status` tool? +
You run the check_apimage_status command to instantly verify your API connectivity. This confirms that the link between your AI client and the image archive is solid before you start generating complex images.
If I want to see my history of generated art, should I use the `list_generations` tool? +
Yes, call list_generations to pull up a complete record. This shows every prompt you used, all parameters set, and provides direct download URLs for everything you've created.
What is the correct way to increase the size or quality of an existing photo using the `upscale_image` tool? +
The upscale_image tool boosts resolution by 2x or 4x. You provide it with an image and get a high-quality version that preserves all the original fine details.
How can I find out which specific AI models are available for my projects using `list_models`? +
Use list_models to view every model variant currently available. This lets you pick the perfect generator—like Flux or Stable Diffusion—for the exact style your project needs.
Which AI image models are available? +
Use the list_models tool to see all supported models. Current options include Flux 1 Dev, Flux 1 Schnell, Stable Diffusion XL, and DALL-E 3. Each model has different strengths for various visual styles.
Can my AI upscale an image and remove its background in one session? +
Yes. Use upscale_image first to increase resolution, then remove_background on the result. Both tools accept image URLs, so you can chain operations seamlessly.
How does inpainting work? +
The inpaint_image tool requires three inputs: the source image URL, a mask image URL (white areas = regions to fill), and a text prompt describing what to generate in those areas. The AI fills the masked regions while preserving the rest of the image.
Use it with your favorite AI tools
Connect this server to Cursor, Claude, VS Code, and more.