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 Google ADK 11 tools — connect in under 2 minutes

Name: Qiniu Cloud
Availability: InStock
Author: Vinkius

google.github.io/adk-docs/tools/mcp-tools

Built by Vinkius GDPR 11 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Qiniu Cloud as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.

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

from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
    StreamableHTTPConnectionParams,
)

# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
    )
)

agent = Agent(
    model="gemini-2.5-pro",
    name="qiniu_cloud_agent",
    instruction=(
        "You help users interact with Qiniu Cloud "
        "using 11 available tools."
    ),
    tools=[mcp_tools],
)

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.

Google ADK natively supports Qiniu Cloud as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 11 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.

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 Google ADK 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 Google ADK via MCP

Follow these steps to integrate the Qiniu Cloud MCP Server with Google ADK.

Install Google ADK

Run pip install google-adk

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Create the agent

Save the code above and integrate into your ADK workflow

Explore tools

The agent will discover 11 tools from Qiniu Cloud via MCP

Why Use Google ADK with the Qiniu Cloud MCP Server

Google ADK provides unique advantages when paired with Qiniu Cloud through the Model Context Protocol.

Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Qiniu Cloud

Production-ready features like session management, evaluation, and deployment come built-in. not bolted on

Seamless integration with Google Cloud services means you can combine Qiniu Cloud tools with BigQuery, Vertex AI, and Cloud Functions

Qiniu Cloud + Google ADK Use Cases

Practical scenarios where Google ADK combined with the Qiniu Cloud MCP Server delivers measurable value.

Enterprise data agents: ADK agents query Qiniu Cloud and cross-reference results with internal databases for comprehensive analysis

Multi-modal workflows: combine Qiniu Cloud tool responses with Gemini's vision and language capabilities in a single agent

Automated compliance checks: schedule ADK agents to query Qiniu Cloud regularly and flag policy violations or configuration drift

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Qiniu Cloud

Qiniu Cloud MCP Tools for Google ADK (11)

These 11 tools become available when you connect Qiniu Cloud to Google ADK 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 Google ADK

Ready-to-use prompts you can give your Google ADK 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 Google ADK

Common issues when connecting Qiniu Cloud to Google ADK through the Vinkius, and how to resolve them.

McpToolset not found

Update: pip install --upgrade google-adk

Qiniu Cloud + Google ADK FAQ

Common questions about integrating Qiniu Cloud MCP Server with Google ADK.

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.