How to Use the Caiyun AI Translate / 彩云小译 MCP in Google ADK

Q: How do I register Caiyun AI Translate / 彩云小译 in my Google ADK project?

Install google-adk and use McpToolset with the Vinkius HTTP transport URL. Pass the toolset directly into your LlmAgent tool list to make the translation tools available to Gemini via the MCP Server.

Q: How do I translate Japanese or Korean text in Google ADK?

The server exposes dedicated tools like translatejatozh and translatekotozh. Your Gemini agent will automatically select these tools when it detects Japanese or Korean input.

Translate millions of tokens directly inside Google ADK using the Caiyun AI Translate / 彩云小译 integration.

See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers - Free for Subscribers

Connect Caiyun AI Translate / 彩云小译 MCP to Google ADK

Create your Vinkius account to connect Caiyun AI Translate / 彩云小译 to Google ADK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

GDPR Free for Subscribers

Setup Caiyun AI Translate / 彩云小译 with Google ADK

Ask AI about this MCP

ChatGPT

Claude

Perplexity

Connect BigQuery data to Gemini via Google ADK

When your enterprise data sits in BigQuery, your Gemini agents need a clean way to translate raw text columns. This MCP Server lets your Google ADK pipelines feed raw database text directly into `translate_text` without manual pre-processing steps. Gemini's massive 1M+ token context window means you can feed entire document tables into the agent. The agent then coordinates calls to `translate_to_zh` or `translate_to_en` to translate everything in context.

Targeted tool exposure for Google ADK agents

You do not always want your agents to have access to every single tool. With Google ADK, you can use the tool name filter to only expose `translate_en_to_zh` and `translate_zh_to_en` to your customer-facing agents. This keeps your agent focused and prevents it from wasting reasoning cycles on irrelevant tools. If you need to expand, just update the toolset list to include `detect_language_via_auto` for automated MCP routing.

Real-time bulk translations in enterprise workflows

Processing high-volume support tickets requires speed. Use `translate_multiple_lines` inside your Google ADK workflow to translate batches of incoming queries before they hit your analysis models. Before executing these massive batches, the agent can check API health with `check_caiyun_status`. This keeps your Vertex pipelines from choking on dead endpoints during peak hours.

Setup guide

Set up Caiyun AI Translate / 彩云小译 MCP in Google ADK

Prerequisites

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

1

Install Google ADK

Run pip install google-adk to install the Agent Development Kit. MCP support is included via the McpToolset class.
2

Connect via SSE transport

Use McpToolset.from_server() with SseServerParams pointing to your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Create an LlmAgent

Pass the returned mcp_tools list directly to LlmAgent(tools=mcp_tools). The ADK maps each MCP tool to a native Gemini function call — no manual schema definitions required.
4

Run with any Gemini model

The agent works with any Gemini model (gemini-2.0-flash, gemini-2.5-pro, etc.). Copy the full example on the right to get started with Caiyun AI Translate / 彩云小译 tools in your ADK agent.

agent.py

from google.adk.agents import LlmAgent
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import SseServerParams

# Connect to the MCP via SSE
mcp_tools, exit_stack = await McpToolset.from_server(
    connection_params=SseServerParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    )
)

# Create your agent with auto-discovered tools
agent = LlmAgent(
    name="Caiyun AI Translate / 彩云小译_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Caiyun AI Translate / 彩云小译 tools via MCP.",
    tools=mcp_tools,
)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Caiyun AI Translate / 彩云小译. 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.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Connect Caiyun AI Translate / 彩云小译 now

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Caiyun AI Translate / 彩云小译 MCP in Google ADK

Install `google-adk` and use `McpToolset` with the Vinkius HTTP transport URL. Pass the toolset directly into your `LlmAgent` tool list to make the translation tools available to Gemini via the MCP Server.

Absolutely. Gemini can hold massive datasets in memory, identify which blocks need translation, and then call `translate_multiple_lines` to process those specific blocks through the MCP Server.

Yes, you can connect using either transport method. The Vinkius hosted version runs over secure HTTP, which easily integrates with your Google ADK agent configuration.

The server exposes dedicated tools like `translate_ja_to_zh` and `translate_ko_to_zh`. Your Gemini agent will automatically select these tools when it detects Japanese or Korean input.

Your translation text is sent securely to the Caiyun translation API via Vinkius's zero-trust infrastructure. No data is stored or logged permanently inside the translation gateway.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript