How to Use the Uploadcare MCP in OpenAI Agents SDK

Q: How do I check usage stats with Uploadcare and the OpenAI Agents SDK?

Use the getprojectinfo tool. It pulls project-level metadata and gives you current usage statistics for your entire media infrastructure.

Q: Can the OpenAI Agents SDK delete files from Uploadcare in bulk?

Yes. The batchdeletefiles tool permanently removes multiple files at once. Be careful, though; this action is irreversible.

Q: Does the OpenAI Agents SDK support listing all files in Uploadcare?

It does. The listfiles tool supports pagination via a limit parameter, allowing your agent to list every file stored in your project systematically.

Q: If I need group info for Uploadcare and the OpenAI Agents SDK, what tools do I use?

You'll use getgroupdetails to get information about a specific file group. You can also call listfilegroups if you need an overview of all available groups.

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Connect Uploadcare MCP to OpenAI Agents SDK

Create your Vinkius account to connect Uploadcare to OpenAI Agents SDK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Uploadcare with OpenAI Agents SDK

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Batch File Management

The `batch_delete_files` tool permanently removes multiple files in one call. Use this when you need to wipe out a large set of media assets instantly, knowing the process is irreversible. The `batch_store_files` tool marks several temporary uploads as permanent storage. This lets your agent finish grouping and committing many files at once.

Project Oversight

Need to know what's going on with a project? The `get_project_info` tool retrieves metadata, plus usage statistics for the entire Uploadcare project. It gives your agent full visibility into resource consumption. Want to see what groups exist? Call `list_file_groups`. This method lists all immutable collections of files in your account.

File Retrieval and Copying

The `copy_file` tool copies an existing file either locally or to another remote storage endpoint. You can use this when a process needs the same media asset in two different systems. If you just need basic data points, `get_file_details` retrieves technical metadata for any specific Uploadcare file.

Setup guide

Set up Uploadcare MCP in OpenAI Agents SDK

Prerequisites

Python 3.10+ installed
openai-agents package (pip install openai-agents)
Active Vinkius subscription with a valid endpoint token

1

Install the SDK

Run pip install openai-agents to install the OpenAI Agents SDK. The MCP integration is built-in — no extra dependencies needed.
2

Connect via SSE transport

Use MCPServerSse with your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. The SDK auto-discovers all Uploadcare tools at runtime.
3

Create your Agent

Pass the MCP to Agent(mcp_servers=[server]). The agent receives Uploadcare tools as native definitions — JSON schemas resolve automatically.
4

Run the agent

Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate Uploadcare tools and returns structured results. Copy the full example on the right to get started.

agent.py

import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerSse

async def main():
    async with MCPServerSse(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as server:
        agent = Agent(
            name="Uploadcare Agent",
            instructions="You have access to Uploadcare tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Uploadcare. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Uploadcare MCP in OpenAI Agents SDK

Use the `get_project_info` tool. It pulls project-level metadata and gives you current usage statistics for your entire media infrastructure.

Yes. The `batch_delete_files` tool permanently removes multiple files at once. Be careful, though; this action is irreversible.

The server handles file metadata, project usage statistics, and file group definitions. Specifically, it manages technical metadata retrieved by `get_file_details`.

It does. The `list_files` tool supports pagination via a limit parameter, allowing your agent to list every file stored in your project systematically.

You'll use `get_group_details` to get information about a specific file group. You can also call `list_file_groups` if you need an overview of all available groups.

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