Lara Translate MCP Server
for AI Agents
Connect your AI agent to StackOne's Lara Translate MCP server and give it 47 MCP tools out of the box. Auth, tool execution, and security all managed.
StackOne 
Coverage
47 Agent Actions
Create, read, update, and delete across Lara Translate — and extend your agent's capabilities with custom actions.
Authentication
Agent Tool Authentication
Per-user OAuth in one call. Your Lara Translate MCP server gets session-scoped tokens with zero credentials stored on your infra.
Agent Auth →
Security
Agent Protection
Every Lara 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 Lara Translate call.
Tools Discovery →What is the Lara Translate MCP Server?
A Lara Translate MCP server lets AI agents read and write Lara Translate data through the Model Context Protocol — Anthropic's open standard for connecting LLMs to external tools. StackOne's Lara Translate MCP server ships with 47 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 Lara Translate MCP Tools
Every action from Lara Translate's API, ready for your agent. Create, read, update, and delete — scoped to exactly what you need.
Glossarys
- Create Glossary
Create a new empty glossary for the account.
- Get Glossary
Fetch a single glossary by ID.
- Update Glossary
Rename an existing glossary.
- Delete Glossary
Delete a glossary and all its entries.
Translation Memorys
- Create Translation Memory
Create a new translation memory for the account.
- Get Translation Memory
Fetch a single translation memory by ID.
- Update Translation Memory
Rename an existing translation memory.
- Delete Translation Memory
Delete a translation memory and all its contents.
Style Guides
- Create Style Guide
Create a new Lara Prosa style guide with a name and free-text guidance.
- List Style Guides
List all Lara Prosa style guides owned by the calling account.
- Get Style Guide
Fetch a single style guide by ID.
- Update Style Guide
Update a style guide's name, content, or both.
- Delete Style Guide
Delete a style guide.
Other (34)
- Create Audio Translation Job
Start an asynchronous audio-to-audio translation job from a previously uploaded S3 key.
- Create Audio Transcript Translation Job
Start an asynchronous speech-to-text plus translation job producing a translated transcript.
- Create Document Translation Job
Start an asynchronous document translation job from a previously uploaded S3 key.
- Import CSV Into Glossary
Import a CSV file into an existing glossary.
- Add Or Replace Glossary Entry
Add or replace a glossary entry with a set of language and value terms.
- Import TMX Into Translation Memory
Import a TMX file into an existing translation memory.
- Add Translation Unit To Memory
Add a translation unit (source sentence plus approved translation) to a translation memory.
- Add Translation Unit To Multiple Memories
Add the same translation unit to multiple translation memories in a single call.
- Get Audio Upload URL
Get a pre-signed S3 upload URL for an audio file to be translated.
- Get Audio Job Status
Get the current status of an audio translation job.
- Get Audio Download URL
Get a pre-signed S3 download URL for a completed audio-to-audio translation.
- Get Translated Audio Transcript
Fetch the translated transcript produced by an audio transcript translation job.
- Get Document Upload URL
Get a pre-signed S3 upload URL for a document to be translated.
- Get Document Status
Get the current status of a document translation job.
- Get Document Download URL
Get a pre-signed S3 download URL for a completed document translation.
- List Glossaries
List all glossaries owned by the calling account.
- Get Glossary Import Job Status
Get the progress of a glossary import job.
- Export Glossary (Sync)
Export a glossary synchronously as CSV.
- Export Glossary (Async)
Start an asynchronous export of a glossary to a downloadable archive.
- Get Glossary Term Counts
Get the number of unidirectional (per source language) and multidirectional entries in a glossary.
- List Translation Memories
List all translation memories owned by the calling account.
- Get Memory Import Job Status
Get the progress of a memory import job.
- Export Translation Memory (Async)
Start an asynchronous export of a translation memory to a downloadable archive.
- List Supported Languages
List all languages supported by the Lara translation engine.
- Delete Glossary Entry
Delete a glossary entry by term (unidirectional) or GUID (multidirectional).
- Delete Translation Unit From Memory
Delete a translation unit from a translation memory using its tuid or sentence and translation pair.
- Delete Translation Unit From Multiple Memories
Delete the same translation unit from multiple translation memories in a single call.
- Detect Language
Detect the language of a text string or an array of strings.
- Detect Profanities
Scan text for profanities in a specified language.
- Estimate Translation Quality
Score the quality of a candidate translation between two languages.
- Translate Image
Translate the text in an image and re-render the translated image using overlay, inpainting, or generative rendering.
- Translate Image Text
OCR and translate the text in an image and return the extracted paragraphs plus their translations without re-rendering the image.
- Connect Existing Translation Memories
Attach existing MyMemory memories to the calling Lara account by external MyMemory ID.
- Translate Text
Translate a text string or array of strings between two languages.
Set Up Your Lara Translate MCP Server in Minutes
One endpoint. Any framework. Your agent is talking to Lara 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>"
]
}
}
}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.
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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 Hundreds of Connector Builds Taught Us
MCP wraps APIs, it doesn't replace them. After building hundreds of connectors that serve both, here's when each approach wins.
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Lara Translate MCP Server FAQ
Does StackOne have a Lara Translate MCP server?
Lara Translate MCP server vs direct API integration — what's the difference?
How does Lara Translate authentication work for AI agents?
origin_owner_id.Are Lara Translate MCP tools vulnerable to prompt injection?
What is the context bloat of a Lara Translate agent and how do I avoid it?
Can I limit which actions my Lara Translate agent can access?
Can I create custom agent actions for my Lara Translate MCP server?
When should I NOT use a Lara Translate MCP server?
What AI frameworks and AI clients does the StackOne Lara 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.