
Connect Caiyun AI Translate / 彩云小译 to ChatGPT and Claude
Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. High-precision translation for your AI agent's multilingual tasks.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Your AI does the work. We keep it safe and sound.
No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.
Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

Each Connector runs inside its own sealed environment.
Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.
One switch stops every agent. Instantly.
One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.
Spending limits that pause instead of surprise.
Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.
Three controls, built into the layer your AI connects through.
Curated set · 10 capabilities
We ship only the actions that matter.
01-04
4 capabilities in this set.
Part of 10 available through Caiyun AI Translate / 彩云小译.
- 01
Check caiyun status
This capability checks the connectivity of the Caiyun API to ensure the translation service is active.
- 02
Detect language via auto
This capability identifies the source language of your provided text automatically.
- 03
Translate ko to zh
This capability converts Korean text into Chinese.
- 04
Translate text
This capability processes a list of text strings for translation in a single request.
05-07
3 capabilities in this set.
Part of 10 available through Caiyun AI Translate / 彩云小译.
- 05
Translate to en
This capability translates your text into English.
- 06
Translate to zh
This capability translates your text into Chinese.
- 07
Translate en to zh
This capability translates English text into Chinese.
08-10
3 capabilities in this set.
Part of 10 available through Caiyun AI Translate / 彩云小译.
- 08
Translate ja to zh
This capability translates Japanese text into Chinese.
- 09
Translate multiple lines
This capability handles the translation of multiple distinct blocks of text.
- 10
Translate zh to en
This capability translates Chinese text into English.
Real work
What teams actually run
Software Localization
An app developer asks their agent to translate a JSON file of UI strings from English to Chinese.
Social Media Monitoring
A researcher has the agent translate a feed of Japanese or Korean posts to understand local trends.
Bulk Text Processing
A content manager uses the batch translation capability to convert a long list of product descriptions.
Real-time Communication
A user asks their agent to translate a specific note or message between different language pairs.
Automate a task
Put Caiyun AI Translate / 彩云小译 to work on one thing.
Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.
One connector, every AI
Caiyun AI Translate / 彩云小译 works with the most popular AI clients.
These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Caiyun AI Translate / 彩云小译 to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.
Observed, not estimated
999ms average. Fast in production.
Caiyun AI Translate / 彩云小译 is checked daily against the live service.
- Fastest day
- 743ms
- Slowest day
- 1301ms
- 14-day trend
- Stable+2%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 10 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Caiyun AI Translate / 彩云小译, so you can see the experience inside your AI.
It does not authenticate your account with Caiyun AI Translate / 彩云小译. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Caiyun AI Translate / 彩云小译 Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_4iinKonJkpXCQrONayiIQhDvpLTQ9LlQDVGGmmxt/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Caiyun AI Translate / 彩云小译 capabilities are ready to use.
{
"mcpServers": {
"caiyun-ai-translate-mcp": {
"url": "https://edge.vinkius.com/vk_preview_4iinKonJkpXCQrONayiIQhDvpLTQ9LlQDVGGmmxt/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
Guided setup for Claude? Set up Caiyun AI Translate / 彩云小译 in Claude and other AIs
Who it's for
Built for the work Caiyun AI Translate / 彩云小译 owners hand off.
This MCP is built for professionals who need to bridge linguistic gaps between Asian and Western markets using AI.
- 01
App Developers
They hand off UI string localization and resource file translation to their agent.
- 02
Content Analysts
They use the agent to translate large volumes of social media or news data.
- 03
Developers
They integrate professional translation into their daily coding and automation workflows.
FAQ
Questions Caiyun AI Translate / 彩云小译 owners ask.
- 01
What languages does this MCP support?
The MCP supports high-precision translation for Chinese, English, Japanese, and Korean.
- 02
How do I use this with Claude or Cursor?
Once you subscribe on Vinkius and provide your Caiyun Token, you can connect it to any MCP-compatible client like Claude, Cursor, or Windsurf with one click.
- 03
Can I translate many lines of text at once?
Yes, the MCP includes capabilities specifically designed to translate text lists and multiple blocks of text simultaneously.
- 04
How do I know if a translation is accurate?
The engine provides confidence scores for translations, which your agent can use to report on data reliability.
- 05
What do I need to get started?
You will need a Caiyun Interpreter Token (小译 Token) to authenticate your connection.
- 06
How do I find my Caiyun Interpreter Token?
Log in to the Caiyun Open Platform, navigate to the API Token section in your dashboard to find your unique Interpreter Token.
- 07
What does 'auto2zh' mean?
It is a direction code where 'auto' indicates automatic source language detection and 'zh' indicates Simplified Chinese as the target language. Other codes follow the [source]2[target] pattern.
- 08
Can I translate multiple lines at once?
Yes! Use the translate_text or translate_multiple_lines capabilities. You can provide a comma-separated list or a JSON array of strings to be translated in a single API call.
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Connect Caiyun AI Translate / 彩云小译 to Claude, Cursor, ChatGPT & more
