Google Translate MCP Server
for AI Agents
Connect your AI agent to StackOne's Google Translate MCP server and give it 22 MCP tools out of the box. Auth, tool execution, and security all managed.
StackOne 
Coverage
22 Agent Actions
Create, read, update, and delete across Google Translate — and extend your agent's capabilities with custom actions.
Authentication
Agent Tool Authentication
Per-user OAuth in one call. Your Google Translate MCP server gets session-scoped tokens with zero credentials stored on your infra.
Agent Auth →
Security
Agent Protection
Every Google Translate tool response scanned for prompt injection in milliseconds — 88.7% accuracy, all running on CPU.
Prompt Injection Defense →
Performance
Max Agent Context. Min Cost.
Free up to 96% of your agent's context window to enhance reasoning and reduce cost, on every Google Translate call.
Tools Discovery →What is the Google Translate MCP Server?
A Google Translate MCP server lets AI agents read and write Google Translate data through the Model Context Protocol — Anthropic's open standard for connecting LLMs to external tools. StackOne's Google Translate MCP server ships with 22 pre-built actions, fully extensible via the Connector Builder — plus managed authentication, prompt injection defense, observability, and agent execution runtime. Connect it from MCP clients like Claude Desktop, Claude Code, Cursor, Goose, and VS Code, or from agent frameworks like OpenAI Agents SDK, LangChain, and Vercel AI SDK.
All Google Translate MCP Tools
Every action from Google Translate's API, ready for your agent. Create, read, update, and delete — scoped to exactly what you need.
Adaptive MT Datasets
- Create Adaptive MT Dataset
Creates a new Adaptive MT dataset
- List Adaptive MT Datasets
Lists all Adaptive MT datasets in a location
- Delete Adaptive MT Dataset
Deletes an Adaptive MT dataset
Adaptive MT Files
- Import Adaptive MT File
Imports a file with translation pairs into an Adaptive MT dataset
Glossaries
- List Glossaries
Lists all glossaries in a specified location
Glossarys
- Create Glossary
Creates a new glossary for domain-specific translations
- Get Glossary
Gets the details of a specific glossary
- Update Glossary
Updates an existing glossary
- Delete Glossary
Deletes a glossary
Glossary Entries
- List Glossary Entries
Lists entries in a specific glossary
Glossary Entrys
- Create Glossary Entry
Creates a new entry in a glossary
- Get Glossary Entry
Gets a specific entry from a glossary
- Update Glossary Entry
Updates an existing glossary entry
- Delete Glossary Entry
Deletes a glossary entry
Translate Texts
- Batch Translate Text
Starts an asynchronous batch translation of text from Cloud Storage
- Translate Text
Translates text from one language to another
Detect Languages
- Detect Language
Detects the language of a given text
Supported Languages
- List Supported Languages
Lists all supported languages for translation
Romanize Texts
- Romanize Text
Transliterates text from a non-Latin script to Latin characters
Translate Documents
- Batch Translate Document
Starts an asynchronous batch translation of documents from Cloud Storage
- Translate Document
Translates a document from one language to another
Adaptive MT Translates
- Adaptive MT Translate
Translates text using an adaptive machine translation dataset
Set Up Your Google Translate MCP Server in Minutes
One endpoint. Any framework. Your agent is talking to Google Translate in under 10 lines of code.
Agent Frameworks
JSON{
"mcpServers": {
"stackone": {
"command": "npx",
"args": [
"-y",
"mcp-remote@latest",
"https://api.stackone.com/mcp?x-account-id=<account_id>",
"--header",
"Authorization: Basic <YOUR_BASE64_TOKEN>"
]
}
}
}Check More Documents & Knowledge MCP Servers
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Platform Resources
MCP Code Mode: Keeping Tool Responses Out of Agent Context
Anthropic's code_execution processes data already in context. Custom MCP code mode keeps raw tool responses in a sandbox. 14K tokens vs 500.
11 min
Comparing BM25, TF-IDF, and Hybrid Search for MCP Tool Discovery
Benchmarking BM25, TF-IDF, and hybrid search for MCP tool discovery across 916 tools. The 80/20 TF-IDF/BM25 hybrid hits 21% Top-1 accuracy in under 1ms.
10 min
Indirect Prompt Injection Defense for MCP Tools: A Technical Guide
MCP tools that read emails, CRM records, and tickets are indirect prompt injection vectors. Here's how we built a two-tier defense that scans tool results in ~11ms.
12 min
MCP vs A2A: Architecture, Security, and When to Use Each
MCP vs A2A: what each protocol standardizes, how they differ, their shared security risks including indirect prompt injection, and when to use one, both, or a hybrid architecture.
12 min
MCP vs API: What 200+ Connector Builds Taught Us
MCP wraps APIs, it doesn't replace them. After building 200+ connectors that serve both, here's when each approach wins.
14 min read
Google Translate MCP Server FAQ
Does StackOne have a Google Translate MCP server?
Google Translate MCP server vs direct API integration — what's the difference?
How does Google Translate authentication work for AI agents?
origin_owner_id.Are Google Translate MCP tools vulnerable to prompt injection?
What is the context bloat of a Google Translate agent and how do I avoid it?
Can I limit which actions my Google Translate agent can access?
Can I create custom agent actions for my Google Translate MCP server?
When should I NOT use a Google Translate MCP server?
What AI frameworks and AI clients does the StackOne Google Translate MCP server support?
Put your AI agents to work
All the tools you need to build and scale AI agent integrations, with best-in-class connectivity, execution, and security.