Scale AI’s MCP Atlas benchmark selects Lara as one of 36 real-world MCP servers globally, accounting for 7% of all AI tool-use evaluation tasks.

ROME, April 1, 2026 /PRNewswire/ — Lara Translate, the AI-powered translation platform for developers and enterprises, today announced its selection by Scale AI as one of just 36 real-world Model Context Protocol (MCP) servers in the MCP Atlas benchmark. Accounting for 7% of all evaluation tasks, Lara is now established as the de facto translation layer for large language model (LLM) workflows.

Translation Infrastructure for the AI Agent Era

The inclusion in Scale AI’s benchmark reflects Lara’s role as a foundational building block in agentic AI systems. To complement this recognition, Lara shipped an MCP Glossary Management Toolkit in March, enabling developers to manage terminology assets directly inside AI workflows. This makes Lara the only translation MCP server with native, in-workflow glossary control.

To complement this recognition, Lara also shipped a full MCP Glossary Management Toolkit in March, enabling developers to create, import, export, and manage terminology assets directly inside MCP environments — without leaving the AI workflow. This makes Lara the only translation MCP server with native, in-workflow glossary control.

“When Scale AI builds a benchmark to measure how well AI agents use tools, and translation is 7% of it, that tells you everything about the industry’s direction, Lara is already there.”
— Maurizio Tiberi, Senior Director, Lara Translate

A Complete Multimodal Translation Platform

March also marks the completion of Lara’s full multimodal SDK rollout, offering text, voice, and image translation through a unified API:

Audio-to-Audio: Now includes voice gender parameters for more natural output in automation scenarios.
Image Translation: Powered by a major rework of the MIRA rendering pipeline for improved text alignment and bidirectional support.
Developer Tools: The SDK now features multidirectional glossaries and language detection with confidence scores for precise production routing.

Expanding the Product Ecosystem

Beyond the API, March updates included table translation directly in the UI and a major rewrite of the Lara Browser Extension for complex web structures across Gmail and Google Docs. Additionally, the Google Sheets add-on now supports SSO, while mobile apps gained native OS-level document sharing.

About Lara Translate

Built on 20 years of research at Translated, Lara Translate delivers context-aware, memory-augmented translations via a developer-first API and suite of productivity tools. Learn more at laratranslate.com.

Lara’s logos – Lara’s screenshots

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