4,000+ servers built on MCP Fusion
Vinkius
OpenAI Agents SDKSDK
OpenAI Agents SDK
Why use Cloudinary MCP Server with OpenAI Agents SDK?

Bring Media Optimization
to OpenAI Agents SDK

Create your Vinkius account to connect Cloudinary to OpenAI Agents SDK and start using all 8 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.

MCP Inspector GDPR Free for Subscribers
Delete Media ResourceGet Cloudinary Usage ReportGet Media Resource DetailsList Media ResourcesList Media TagsList Media TransformationsList Upload PresetsSearch Media Library
ChatGPT Claude Perplexity

Compatible with every major AI agent and IDE

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

What is the Cloudinary MCP Server?

Connect your Cloudinary account to any AI agent and take full control of your media library through natural conversation. Streamline how you manage, optimize, and distribute images and videos natively.

What you can do

  • Resource Oversight — List and retrieve details for all media resources including public IDs, formats, and secure URLs natively
  • Usage Intelligence — Access core usage and quota reports for storage, bandwidth, and transformations flawlessly
  • Asset Logistics — Monitor tags, folders, and transformations used across your media library securely
  • Search Management — Perform advanced searches using complex expressions to find specific assets instantly flawlessly
  • Automation Logistics — List configured upload presets to ensure consistent asset ingestion flawlessly
  • Content Control — Permanently delete unwanted media resources directly from your chat interface flawlessly

How it works

  1. Subscribe to this server
  2. Enter your Cloudinary API Key, API Secret, and Cloud Name
  3. Start managing your media assets from Claude, Cursor, or any MCP-compatible client

Who is this for?

  • Content Managers — monitor media libraries and organize assets using natural language
  • Developers — audit asset transformations and verify delivery URLs without opening the dashboard
  • Marketing Teams — quickly look up high-resolution assets and usage reports straight from their chat interface
  • Ops Teams — verify storage utilization and monitor transformation quotas

Built-in capabilities (8)

delete_media_resource

Permanently delete a media resource from the cloud

get_cloudinary_usage_report

Retrieve core usage and quota information (Storage, Bandwidth, Transformations)

get_media_resource_details

Get detailed information for a specific media resource

list_media_resources

List all media resources (images, videos) in the cloud

list_media_tags

List all tags used in the media library

list_media_transformations

List all named and dynamic transformations

list_upload_presets

List all configured upload presets

search_media_library

Search for resources using a search expression

Why OpenAI Agents SDK?

The OpenAI Agents SDK auto-discovers all 8 tools from Cloudinary through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Cloudinary, 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

Cloudinary in OpenAI Agents SDK

AI AgentVinkius
High Security·Kill Switch·Plug and Play
Enterprise Security

Why run Cloudinary with Vinkius?

The Cloudinary connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 8 tools are ready to work instantly without any complex setup.

You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.

View full Cloudinary details →
Cloudinary
Fully ManagedNo server setup
Plug & PlayNo coding needed
SecurePrivacy protected
PrivateYour data is safe
Cost ControlBudget limits
Control1-click disconnect
Auto-UpdatesMaintenance free
High SpeedOptimized for AI
Reliable99.9% uptime
Your credentials and connection tokens are fully encrypted

* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure

01 / Catalog

Over 4,000 integrations ready for AI agents

Explore a vast library of pre-built integrations, optimized and ready to deploy.

02 / Credentials

Connect securely in under 30 seconds

Generate tokens to authenticate and link external services in a single step.

03 / Guardian

Complete visibility into every agent action

Audit live requests, latency, success rates, and active security compliance policies.

04 / FinOps

Optimize spending and track token ROI

Analyze real-time token consumption and cost metrics detailed by connection.

Over 4,000 integrations ready for AI agents
Connect securely in under 30 seconds
Complete visibility into every agent action
Optimize spending and track token ROI

Explore our live AI Agents Analytics dashboard to see it all working

This dashboard is included when you connect Cloudinary using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.

Why Vinkius

Cloudinary and 4,000+ other AI tools. No hosting, no code, ready to use.

Professionals who connect Cloudinary to OpenAI Agents SDK through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.

4,000+MCP Integrations
<40msResponse time
100%Fully managed
Raw MCP
Vinkius
Ready-to-use MCPsFind and configure each manually4,000+ MCPs ready to use
Connection SetupManual coding & server setup1-click instant connection
Server HostingYou host it yourself (needs 24/7 uptime)100% hosted & managed by Vinkius
Security & PrivacyStored in plaintext config filesBank-grade encrypted vault
Activity VisibilityBlind execution (no logs or tracking)Live dashboard with real-time logs
Cost ControlRunaway AI token spend riskAutomatic budget limits
Revoking AccessMust delete files or code to stop1-click disconnect button
The Vinkius Advantage

How Vinkius secures Cloudinary for OpenAI Agents SDK

Every request between OpenAI Agents SDK and Cloudinary is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.

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

Frequently asked questions

01

Can I see my bandwidth usage for this month?

Yes! Use the get_cloudinary_usage_report tool. The agent will return core usage statistics, including current bandwidth and storage utilization compared to your plan limits.

02

How do I find all images tagged with 'summer'?

Use the search_media_library tool with an expression like tags:summer. Your agent will fetch all matching resources directly from your library.

03

Where do I find my Cloudinary API Secret and Cloud Name?

Log in to your Cloudinary Console. You can find your Cloud Name, API Key, and API Secret on the Dashboard main page under 'Account Details'.

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 →