Caiyun AI Translate / 彩云小译 MCP Server for Windsurf 10 tools — connect in under 2 minutes
Windsurf brings agentic AI coding to a purpose-built IDE. Connect Caiyun AI Translate / 彩云小译 through Vinkius and Cascade will auto-discover every tool. ask questions, generate code, and act on live data without leaving your editor.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install Caiyun AI Translate / 彩云小译 and 2,500+ MCP Servers from a single visual interface.
{
"mcpServers": {
"caiyun-ai-translate": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* 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 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.
Windsurf's Cascade agent chains multiple Caiyun AI Translate / 彩云小译 tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 10 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
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.
The Caiyun AI Translate / 彩云小译 MCP Server exposes 10 tools through the Vinkius. Connect it to Windsurf 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 Caiyun AI Translate / 彩云小译 to Windsurf via MCP
Follow these steps to integrate the Caiyun AI Translate / 彩云小译 MCP Server with Windsurf.
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
Add the server
Paste the JSON configuration above into mcp_config.json
Save and reload
Windsurf will detect the new server automatically
Start using Caiyun AI Translate / 彩云小译
Open Cascade and ask: "Using Caiyun AI Translate / 彩云小译, help me...". 10 tools available
Why Use Windsurf with the Caiyun AI Translate / 彩云小译 MCP Server
Windsurf provides unique advantages when paired with Caiyun AI Translate / 彩云小译 through the Model Context Protocol.
Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention
Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively
JSON-based configuration means zero code changes: paste a URL, reload, and all 10 tools are immediately available
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
Caiyun AI Translate / 彩云小译 + Windsurf Use Cases
Practical scenarios where Windsurf combined with the Caiyun AI Translate / 彩云小译 MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from Caiyun AI Translate / 彩云小译 and generate models, types, or handlers based on real API responses
Live debugging: query Caiyun AI Translate / 彩云小译 tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from Caiyun AI Translate / 彩云小译 and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine Caiyun AI Translate / 彩云小译 data with Cascade's code generation to scaffold entire features in minutes
Caiyun AI Translate / 彩云小译 MCP Tools for Windsurf (10)
These 10 tools become available when you connect Caiyun AI Translate / 彩云小译 to Windsurf via MCP:
check_caiyun_status
Check API connectivity
detect_language_via_auto
Identify language of text
translate_en_to_zh
Translate English to Chinese
translate_ja_to_zh
Translate Japanese to Chinese
translate_ko_to_zh
Translate Korean to Chinese
translate_multiple_lines
Translate multiple text blocks
translate_text
Translate text list
translate_to_en
Translate to English
translate_to_zh
Translate to Chinese
translate_zh_to_en
Translate Chinese to English
Example Prompts for Caiyun AI Translate / 彩云小译 in Windsurf
Ready-to-use prompts you can give your Windsurf agent to start working with Caiyun AI Translate / 彩云小译 immediately.
"Translate these phrases to Chinese: 'Good morning', 'How can I help you?', 'Have a nice day'."
"Translate this Japanese note to Chinese: 'こんにちは、お元気ですか？'"
"Translate 'Hello' to Chinese, English, and Japanese in one go."
Troubleshooting Caiyun AI Translate / 彩云小译 MCP Server with Windsurf
Common issues when connecting Caiyun AI Translate / 彩云小译 to Windsurf through the Vinkius, and how to resolve them.
Server not connecting
Caiyun AI Translate / 彩云小译 + Windsurf FAQ
Common questions about integrating Caiyun AI Translate / 彩云小译 MCP Server with Windsurf.
How does Windsurf discover MCP tools?
mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.Can Cascade chain multiple MCP tool calls?
Does Windsurf support multiple MCP servers?
mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.Connect Caiyun AI Translate / 彩云小译 with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Caiyun AI Translate / 彩云小译 to Windsurf
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.