Cloudinary MCP Server for Windsurf 8 tools — connect in under 2 minutes
Windsurf brings agentic AI coding to a purpose-built IDE. Connect Cloudinary through the Vinkius and Cascade will auto-discover every tool — ask questions, generate code, and act on live data without leaving your editor.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install Cloudinary and 2,500+ MCP Servers from a single visual interface.
{
"mcpServers": {
"cloudinary": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* 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
About 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.
Windsurf's Cascade agent chains multiple Cloudinary tool calls autonomously — query data, analyze results, and generate code in a single agentic session. Paste the Vinkius Edge URL, reload, and all 8 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
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
The Cloudinary MCP Server exposes 8 tools through the Vinkius. Connect it to Windsurf in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Cloudinary to Windsurf via MCP
Follow these steps to integrate the Cloudinary MCP Server with Windsurf.
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 Cloudinary
Open Cascade and ask: "Using Cloudinary, help me..." — 8 tools available
Why Use Windsurf with the Cloudinary MCP Server
Windsurf provides unique advantages when paired with Cloudinary 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 8 tools are immediately available
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
Cloudinary + Windsurf Use Cases
Practical scenarios where Windsurf combined with the Cloudinary MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from Cloudinary and generate models, types, or handlers based on real API responses
Live debugging: query Cloudinary tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from Cloudinary and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine Cloudinary data with Cascade's code generation to scaffold entire features in minutes
Cloudinary MCP Tools for Windsurf (8)
These 8 tools become available when you connect Cloudinary to Windsurf via MCP:
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
Example Prompts for Cloudinary in Windsurf
Ready-to-use prompts you can give your Windsurf agent to start working with Cloudinary immediately.
"List all images in my Cloudinary library."
"What is my current Cloudinary storage usage?"
"Search for all MP4 videos uploaded in the last 24 hours."
Troubleshooting Cloudinary MCP Server with Windsurf
Common issues when connecting Cloudinary to Windsurf through the Vinkius, and how to resolve them.
Server not connecting
Cloudinary + Windsurf FAQ
Common questions about integrating Cloudinary MCP Server with Windsurf.
How does Windsurf discover MCP tools?
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?
Does Windsurf support multiple MCP servers?
mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.Connect Cloudinary with your favorite client
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Connect Cloudinary to Windsurf
Get your token, paste the configuration, and start using 8 tools in under 2 minutes. No API key management needed.