Master CroQL: Optimize Crowdin Queries with AI

Master CroQL: Optimize Crowdin Queries with AI

The Master CroQL skill assists users in writing, fixing, and optimizing Crowdin CroQL expressions. It supports querying for strings, translations, TM segments, and glossary terms within the Crowdin platform, making it a valuable tool for users needing precise localization data filtering.

What this skill does

• Converts natural-language filtering goals into valid Crowdin CroQL expressions.
• Offers a primary CroQL expression based on user input and explains its relevance.
• Provides optional stricter or broader variants for ambiguous requests.
• Identifies data contexts such as source strings and language translations.
• Maps user intent to CroQL fields and operators.
• Builds and validates queries, ensuring proper use of fields and scopes.
• Delivers a final query and a ready-to-run API endpoint sample.

Who it is for

This skill is designed for developers and teams using AI coding agents like Claude Code, Cursor, and Codex, particularly those involved in localization and translation workflows on the Crowdin platform.

Use cases

• Streamlining the creation of complex Crowdin filters without requiring extensive knowledge of CroQL syntax.
• Optimizing queries for retrieving specific localization data, such as untranslated segments or glossary term variants.
• Facilitating translation management by providing quick, accurate filtering solutions.

Technical details

• Category: AI agent skill (Claude Code / Cursor / Codex capability package).
• Capabilities/Tools Used: agent-skills, aiapplication, croql.
• Compatible with Crowdin’s API for enhanced localization data query optimization.

Source & Licence

This package is built on open-source work published by crowdin (crowdin/skills) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.