Bring Translation
to OpenAI Agents SDK
Create your Vinkius account to connect Caiyun AI Translate / 彩云小译 to OpenAI Agents SDK and start using all 10 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the Caiyun AI Translate / 彩云小译 MCP Server?
Empower your AI agent to orchestrate your global communication and high-precision translation with Caiyun AI Translate (彩云小译), one of China's most popular machine translation platforms. By connecting Caiyun to your agent, you transform complex multilingual tasks, text list processing, and technical localization into a natural conversation. Your agent can instantly translate multiple strings in a single request, provide confidence scores for translations, and support diverse language pairs including Chinese, English, Japanese, and Korean. Whether you are localizing software interfaces or translating diverse social media feeds, your agent acts as a real-time linguistic coordinator, providing accurate and context-aware results from a single, authorized source.
What you can do
- Batch Translation — Translate lists of strings simultaneously to maintain context and speed.
- Precision Mapping — Access high-quality translations for ZH, EN, JA, and KO with dedicated tools.
- Confidence Auditing — Receive confidence scores for every translation to ensure data reliability.
- Multilingual Support — Bridge communication gaps between major Asian and Western languages.
- Connectivity Monitoring — Verify API connectivity and gateway status to ensure translation uptime.
How it works
- Subscribe to this server
- Enter your Caiyun Interpreter Token (小译 Token)
- Start translating your global content through Claude, Cursor, or any MCP-compatible client
Who is this for?
- App Developers — automate the localization of UI strings and resource files through natural language queries.
- Content Analysts — translate large volumes of social media or news data directly from your AI-powered workspace.
- Developers — integrate professional-grade machine translation into your AI-driven daily routines.
- Caiyun Power Users — integrate your existing translation workflows into your AI-driven daily routines.
Built-in capabilities (10)
Check API connectivity
Identify language of text
Translate English to Chinese
Translate Japanese to Chinese
Translate Korean to Chinese
Translate multiple text blocks
Translate text list
Translate to English
Translate to Chinese
Translate Chinese to English
Why OpenAI Agents SDK?
The OpenAI Agents SDK auto-discovers all 10 tools from Caiyun AI Translate / 彩云小译 through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Caiyun AI Translate / 彩云小译, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
- —
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
Caiyun AI Translate / 彩云小译 in OpenAI Agents SDK
Why run Caiyun AI Translate / 彩云小译 with Vinkius?
The Caiyun AI Translate / 彩云小译 connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 10 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Caiyun AI Translate / 彩云小译 using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Caiyun AI Translate / 彩云小译 and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Caiyun AI Translate / 彩云小译 to OpenAI Agents SDK through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Caiyun AI Translate / 彩云小译 for OpenAI Agents SDK
Every request between OpenAI Agents SDK and Caiyun AI Translate / 彩云小译 is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
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.
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.
Can I translate multiple lines at once?
Yes! Use the translate_text or translate_multiple_lines tools. You can provide a comma-separated list or a JSON array of strings to be translated in a single API call.
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.
Can I use multiple MCP servers in one agent?
Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
Does the SDK support streaming responses?
Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.
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.
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