4,000+ servers built on vurb.ts
Vinkius
OpenAI Agents SDKSDK
OpenAI Agents SDK
APImage MCP Server

Bring Generative Ai
to OpenAI Agents SDK

Learn how to connect APImage to OpenAI Agents SDK and start using 10 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.

MCP Inspector GDPR Free for Subscribers
Check Apimage StatusEnhance PromptGenerate ImageGet GenerationImage To ImageInpaint ImageList GenerationsList ModelsRemove BackgroundUpscale Image

Compatible with every major AI agent and IDE

ClaudeClaude
ChatGPTChatGPT
CursorCursor
GeminiGemini
WindsurfWindsurf
VS CodeVS Code
JetBrainsJetBrains
VercelVercel
+ other MCP clients
APImage

What is the APImage MCP Server?

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

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

How it works

  1. Subscribe to this server
  2. Enter your API Key from your APImage account settings
  3. Start generating images from Claude, Cursor, or any MCP client

Who is this for?

  • Designers — generate concept art and mockups directly from the code editor
  • Marketing Teams — create campaign visuals and product images on demand
  • Developers — automate asset creation for apps and websites

Built-in capabilities (10)

check_apimage_status

Verify API connectivity

enhance_prompt

Enhance a generation prompt

generate_image

Optionally specify the model. Generate an image from a prompt

get_generation

Get generation details

image_to_image

Transform an image with a prompt

inpaint_image

Inpaint a masked region

list_generations

List generation history

list_models

List available models

remove_background

Remove image background

upscale_image

Upscale an image

Why OpenAI Agents SDK?

The OpenAI Agents SDK auto-discovers all 10 tools from APImage through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries APImage, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

  • Native MCP integration via MCPServerSse, pass the URL and the SDK auto-discovers all tools with full type safety

  • Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

  • Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

  • First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

O
See it in action

APImage in OpenAI Agents SDK

AI AgentVinkius
High Security·Kill Switch·Plug and Play
Why Vinkius

APImage and 4,000+ other MCP servers. One platform. One governance layer.

Teams that connect APImage to OpenAI Agents SDK 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.

4,000+MCP Servers ready
<40msCold start
60%Token savings
Raw MCP
Vinkius
Server catalogFind and host yourself4,000+ managed
InfrastructureSelf-hostedSandboxed V8 isolates
Credential handlingPlaintext in configVault + runtime injection
Data loss preventionNoneConfigurable DLP policies
Kill switchNoneGlobal instant shutdown
Financial circuit breakersNonePer-server limits + alerts
Audit trailNoneEd25519 signed logs
SIEM log streamingNoneSplunk, Datadog, Webhook
HoneytokensNoneCanary alerts on leak
Custom domainsNot applicableDNS challenge verified
GDPR complianceManual effortAutomated purge + export
Enterprise Security

Why teams choose Vinkius for APImage in OpenAI Agents SDK

The APImage 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 OpenAI Agents SDK 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.

APImage
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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

The Vinkius Advantage

How Vinkius secures APImage for OpenAI Agents SDK

Every tool call from OpenAI Agents SDK to the APImage MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.

< 40msCold start
Ed25519Signed audit chain
60%Token savings
FAQ

Frequently asked questions

01

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.

02

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.

03

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.

04

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.

05

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.

06

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.

07

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents

08

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Explore More MCP Servers

View all →