Bring Media Optimization
to Google ADK
Create your Vinkius account to connect Cloudinary to Google ADK 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.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
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
- Subscribe to this server
- Enter your Cloudinary API Key, API Secret, and Cloud Name
- 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)
Permanently delete a media resource from the cloud
Retrieve core usage and quota information (Storage, Bandwidth, Transformations)
Get detailed information for a specific media resource
List all media resources (images, videos) in the cloud
List all tags used in the media library
List all named and dynamic transformations
List all configured upload presets
Search for resources using a search expression
Why Google ADK?
Google ADK natively supports Cloudinary as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 8 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.
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Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution
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Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Cloudinary
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Production-ready features like session management, evaluation, and deployment come built-in. not bolted on
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Seamless integration with Google Cloud services means you can combine Cloudinary tools with BigQuery, Vertex AI, and Cloud Functions
Cloudinary in Google ADK
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.
* 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
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
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.
Cloudinary and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Cloudinary to Google ADK 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.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Cloudinary for Google ADK
Every request between Google ADK 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.
Frequently asked questions
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.
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.
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'.
How does Google ADK connect to MCP servers?
Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.
Can ADK agents use multiple MCP servers?
Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.
Which Gemini models work best with MCP tools?
Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.
McpToolset not found
Update: pip install --upgrade google-adk
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