Lokalise MCP Server AI Integration
Turn Lokalise MCP Server into an execution layer for Pickaxe so your AI can automate cross-tool workflows. Keep momentum without constant copy-paste between tools.
Capabilities
59 capabilities
lokalise_list_key_comments
Retrieves all comments for a specific translation key to understand discussion history and context. Required: projectId, keyId. Optional: limit (100), page. Use this to review translator questions, see implementation notes, or audit collaboration on a specific key. Returns: Paginated list of comments with author, timestamp, and content. Pairs with: lokalise_create_comments to continue discussions.
lokalise_list_project_comments
Fetches all comments across an entire project for a comprehensive overview of team collaboration. Required: projectId. Optional: limit (100), page. Use this to identify keys with active discussions, audit communication patterns, or find unresolved questions. Returns: Comments grouped by key with context. Note: Can be data-intensive for large projects.
lokalise_get_comment
Gets full details of a single comment including complete text and metadata. Required: projectId, keyId, commentId. Use when comment text was truncated in list view or to get exact timestamps. Returns: Complete comment data with author details and creation time. Pairs with: lokalise_delete_comment for comment management.
lokalise_create_comments
Adds one or more comments to a translation key for team collaboration. Required: projectId, keyId, comments array with 'comment' text. Use to ask translators questions, provide context, leave implementation notes, or flag issues. Supports bulk creation for efficiency. Returns: Created comments with IDs. Note: Comments are visible to all project members.
lokalise_delete_comment
Permanently removes a specific comment from a translation key. Required: projectId, keyId, commentId. Use to clean up resolved discussions, remove outdated information, or delete accidental comments. Returns: Confirmation of deletion. Warning: This action cannot be undone. Consider archiving important discussions elsewhere first.
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Analyze chat logs and conversations to extract insights, sentiment, and key information.
Message Routing Assistant
Intelligently route messages to the right team members based on content and context.
Response Generator
Generate contextual responses to messages using AI that understands conversation history.
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