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Cloudinary MCP Integration for LangGraph
Connect Cloudinary to LangGraph through the local KosmoKrator MCP gateway with scoped tools, credentials, and write policy.
Connect Cloudinary to LangGraph
Run KosmoKrator integration calls from LangGraph nodes while preserving local credentials and permissions.
Use a graph node that calls the KosmoKrator CLI for deterministic steps or an MCP client for dynamic tool selection. The gateway is local, scoped to this integration, and starts with
--write=deny so LangGraph can inspect read-capable tools without receiving write access by default.
Cloudinary MCP Config for LangGraph
Headless CLI calls fit repeatable graph edges; MCP fits exploratory agent nodes.
{
"mcpServers": {
"kosmokrator-cloudinary": {
"type": "stdio",
"command": "kosmo",
"args": [
"mcp:serve",
"--integration=cloudinary",
"--write=deny"
]
}
}
} Run the Gateway Manually
kosmokrator mcp:serve --integration=cloudinary --write=deny Why Use KosmoKrator Here
Expose only Cloudinary instead of a broad multi-service tool list.
Reuse credentials already configured for the KosmoKrator CLI and Lua runtime.
Start read-only, then opt into ask or allow for trusted workspaces.
Cloudinary Tools Visible to LangGraph
LangGraph sees stable MCP tool names generated from the Cloudinary integration catalog.
| MCP tool | Source function | Type | Description |
|---|---|---|---|
integration__cloudinary__cloudinary_upload | cloudinary.cloudinary_upload | Write | Upload an image to Cloudinary. Provide a file URL or base64 data URI, an optional public ID, and an optional folder path. Returns the uploaded asset details. |
integration__cloudinary__cloudinary_list_resources | cloudinary.cloudinary_list_resources | Read | List media resources in your Cloudinary cloud. Filter by resource type (image, video, raw) and prefix. Supports pagination with max_results and next_cursor. |
integration__cloudinary__cloudinary_get_resource | cloudinary.cloudinary_get_resource | Read | Get details of a specific Cloudinary resource by its type and public ID. Returns full asset metadata including dimensions, format, URL, tags, and derived resources. |
integration__cloudinary__cloudinary_delete_resource | cloudinary.cloudinary_delete_resource | Write | Delete a media resource from Cloudinary by its type and public ID. This permanently removes the asset and all its derived resources. |
integration__cloudinary__cloudinary_list_folders | cloudinary.cloudinary_list_folders | Read | List all folders in your Cloudinary cloud. Returns folder names and paths with pagination support. |
integration__cloudinary__cloudinary_get_current_user | cloudinary.cloudinary_get_current_user | Read | Get the currently authenticated Cloudinary user profile. Returns user name, email, and account details. Use this to verify that credentials are working. |