
Connect Systran Machine Translation API to your AI
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. Professional linguistic intelligence for your AI agent.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
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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 · 5 capabilities
We ship only the actions that matter.
01-03
3 capabilities in this set.
Part of 5 available through Systran.
- 01
Translate file
This capability translates entire documents while preserving the original formatting and structure. It returns a request ID so you can track the progress of the translation task.
- 02
Extract morphology
This capability pulls morphological information from text. It's useful for breaking down word forms and grammatical structures.
- 03
Detect language
This capability identifies the source language of any text you provide with high confidence.
04-05
2 capabilities in this set.
Part of 5 available through Systran.
- 04
Dictionary lookup
This capability searches Systran or user-defined dictionaries for precise term definitions and translations.
- 05
Translate text
This capability converts text from one language to another. You can set the source language to auto to let the system detect it for you.
Real work
What teams actually run
Technical Documentation
Translate complex manuals while keeping the original structure intact.
Terminology Management
Use dictionary lookups to ensure consistent technical terms across different languages.
Linguistic Research
Analyze word forms and parts of speech using morphological capabilities.
Automated Content Processing
Detect languages and translate strings in bulk for large datasets.
Automate a task
Put Systran 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
Systran 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 Systran 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
935ms average. Fast in production.
Systran is checked daily against the live service.
- Fastest day
- 795ms
- Slowest day
- 1282ms
- 14-day trend
- Improving-11%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 5 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 Systran, so you can see the experience inside your AI.
It does not authenticate your account with Systran. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Systran Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_eJSJkgLscMHLWFENWD9sFBYMAlFXVDx9gAgR6jkt/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 — Systran capabilities are ready to use.
{
"mcpServers": {
"systran-machine-translation-api-mcp": {
"url": "https://edge.vinkius.com/vk_preview_eJSJkgLscMHLWFENWD9sFBYMAlFXVDx9gAgR6jkt/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 Systran in Claude and other AIs
Who it's for
Built for the work Systran owners hand off.
This MCP is designed for professionals who need more than just basic translation. It serves people working with complex linguistic data or large-scale content.
- 01
Localization Teams
They hand off content strings to the agent to verify terminology and translate assets across multiple languages.
- 02
Developers
They use the agent to integrate professional translation and detection directly into their coding workflows.
- 03
Researchers
They use the agent to perform deep morphological extraction on foreign language datasets.
FAQ
Questions Systran owners ask.
- 01
How do I use my own dictionaries?
You can use the dictionary_lookup capability to access both Systran's professional dictionaries and your own user-defined dictionaries.
- 02
Can I translate entire files?
Yes, the translate_file capability allows you to submit file content for translation while preserving the original formatting.
- 03
Does it support automatic language detection?
Yes, you can use the detect_language capability or set the source language to 'auto' within the translate_text capability.
- 04
What kind of linguistic data can I get?
The extract_morphology capability provides grammatical information, parts of speech, and word forms.
- 05
Which AI clients can use this MCP?
This MCP works with any compatible client, including Claude, Cursor, Windsurf, and VS Code.
- 06
Can I translate HTML content while preserving the tags?
Yes! Use the translate_text capability and set the format parameter to 'html'. The engine will translate the text content while keeping your HTML structure intact.
- 07
How do I find the specific meaning of a technical term in another language?
Use the dictionary_lookup capability. Provide the term in the input field along with the source and target language codes to get professional dictionary definitions and translations.
- 08
Can the AI identify a language if I don't know what it is?
Absolutely. Use the detect_language capability with any text input. The server will return the detected language code and confidence level.
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Connect Systran to Claude, Cursor, ChatGPT & more
