Can I automatically list all buckets in my Qiniu account?

Yes! Use the `list_buckets` tool. Your agent will retrieve a complete list of all Kodo storage buckets currently configured in your account.

How do I refresh the CDN cache for a specific URL?

Use the `refresh_cdn` tool with a list of target URLs. This will trigger the Qiniu Fusion CDN to purge the old cached versions and fetch the latest assets.

Can I retrieve metadata for a specific file?

Yes! Use the `get_file_stat` tool with the bucket name and file key. Your agent will return the file size, hash, and MIME type.

Qiniu Cloud MCP Server for OpenAI Agents SDK 11 tools — connect in under 2 minutes

Name: Qiniu Cloud
Availability: InStock
Author: Vinkius

openai.github.io/openai-agents-python/mcp

Built by Vinkius GDPR 11 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Qiniu Cloud through the Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails — no manual schema definitions required.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

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

async def main():
    # Your Vinkius token — get it at cloud.vinkius.com
    async with MCPServerStreamableHttp(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as mcp_server:

        agent = Agent(
            name="Qiniu Cloud Assistant",
            instructions=(
                "You help users interact with Qiniu Cloud. "
                "You have access to 11 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Qiniu Cloud"
        )
        print(result.final_output)

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Qiniu Cloud MCP Server

Connect your AI agents to Qiniu Cloud (七牛云), the leading enterprise cloud storage and content delivery network in China. This MCP provides 10 tools to manage the full lifecycle of your cloud assets, from bucket orchestration and file manipulation to CDN cache refreshment and global traffic monitoring.

The OpenAI Agents SDK auto-discovers all 11 tools from Qiniu Cloud through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns — chain multiple agents where one queries Qiniu Cloud, another analyzes results, and a third generates reports, all orchestrated through the Vinkius.

What you can do

Storage Orchestration — List buckets and manage file lifecycles, including deletions and bulk operations
File Management — Retrieve granular metadata for stored assets and generate download URLs programmatically
CDN Optimization — Refresh cache and prefetch content to ensure high-performance delivery across the network
Usage Analytics — Monitor bandwidth consumption and storage quotas directly through natural conversation

The Qiniu Cloud MCP Server exposes 11 tools through the Vinkius. Connect it to OpenAI Agents SDK 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 Qiniu Cloud to OpenAI Agents SDK via MCP

Follow these steps to integrate the Qiniu Cloud MCP Server with OpenAI Agents SDK.

Install the SDK

Run pip install openai-agents in your Python environment

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

Run the script

Save the code above and run it: python agent.py

Explore tools

The agent will automatically discover 11 tools from Qiniu Cloud

Why Use OpenAI Agents SDK with the Qiniu Cloud MCP Server

OpenAI Agents SDK provides unique advantages when paired with Qiniu Cloud through the Model Context Protocol.

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

Qiniu Cloud + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Qiniu Cloud MCP Server delivers measurable value.

Automated workflows: build agents that query Qiniu Cloud, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents — one queries Qiniu Cloud, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through Qiniu Cloud tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query Qiniu Cloud to resolve tickets, look up records, and update statuses without human intervention

Qiniu Cloud MCP Tools for OpenAI Agents SDK (11)

These 11 tools become available when you connect Qiniu Cloud to OpenAI Agents SDK via MCP:

delete_file

Delete a file from a bucket

get_account_info

Retrieve Qiniu account profile

get_bucket_domains

Get domains associated with a specific bucket

get_cdn_bandwidth

Get CDN bandwidth statistics

get_file_stat

Get metadata for a specific file

get_pfop_status

Check the status of a persistent processing task

get_sms_stats

Get SMS sending statistics

list_buckets

List all storage buckets in your Qiniu account

list_files

List files within a bucket

persistent_file_op

Trigger persistent file processing (transcoding, etc.)

refresh_cdn_urls

Refresh CDN cache for specific URLs

Example Prompts for Qiniu Cloud in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Qiniu Cloud immediately.

"List all storage buckets in my Qiniu account."

"Get the file status for 'logo.png' in bucket 'media-assets'."

"Refresh the CDN cache for 'https://cdn.example.com/styles.css'."

Troubleshooting Qiniu Cloud MCP Server with OpenAI Agents SDK

Common issues when connecting Qiniu Cloud to OpenAI Agents SDK through the Vinkius, and how to resolve them.

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Qiniu Cloud + OpenAI Agents SDK FAQ

Common questions about integrating Qiniu Cloud MCP Server with OpenAI Agents SDK.

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.