"long_description": "# 🚀 Lokalise MCP – AI-Powered Localization Copilot\nTransform Lokalise into a **conversational AI assistant** inside Claude or any MCP-enabled app. Stop navigating complex UIs — start commanding your localization pipeline with natural language.\n---\n## 🎯 Why It Matters\nManaging localization projects often means hours of clicking through UIs: creating projects, adding languages, onboarding translators, assigning tasks, chasing deadlines. With Lokalise MCP, you simply **tell Claude what you want**, and it orchestrates the right tools instantly.\n- \"Create a new Mobile App project with German, French, and Spanish, assign the EU translation team, and set tasks due next Friday.\"\n- \"Upload this CSV of 50 new keys, add them to our E-commerce project, and create translation tasks for missing DE/IT/PT by March 15.\"\n- \"Give me a portfolio health report across all projects, flagging overdue tasks and inactive projects.\"\nHours of work shrink into seconds.\n---\n## 🛠️ Tools – The Building Blocks\nLokalise MCP comes with **59 tools** across 11 domains. They're the low-level capabilities that make up any localization workflow.\n### 👥 Contributors & Teams\nOnboard new translators, update roles, manage permissions, audit contributors.\n### 🗂️ Projects\nCreate, update, reset, or analyze projects. Generate portfolio overviews.\n### 🌍 Languages\nAdd new target markets, adjust plural rules, inspect progress, or remove languages.\n### 🔑 Keys & Content\nCreate new keys (up to 1000 at once), bulk update metadata, delete deprecated content, or deep-inspect a single key.\n### ✍️ Translations\nApprove, update, or bulk-edit translations. Audit quality flags and review status.\n### 📝 Tasks\nSpin up translation/review tasks, assign deadlines, reassign workloads, or check task health.\n### 📒 Comments & Collaboration\nLeave context, flag issues, review discussions, or clean up resolved comments.\n### 📚 Glossary & Terminology\nManage terminology consistency: add, update, delete, or inspect glossary terms.\n### 👥 User Groups & Teams\nCreate structured groups, assign projects, manage membership, optimize permissions.\n### 🔄 Processes & Monitoring\nTrack background uploads/downloads, monitor bulk operations, audit failures.\n### 👤 User Context\nCheck your own permissions and access before running sensitive operations.\n---\n## 🎭 Prompts – Orchestrated Playbooks\nWhile tools are the raw actions, **prompts are pre-built workflows** that chain multiple tools together. These capture best practices and deliver full outcomes with one command.\n### 📊 Strategic Management\n- **project_portfolio_overview** – Strategic analysis across all projects with bottleneck detection\n- **project_deep_dive** – Detailed health analysis of one project (tasks, languages, risks)\n- **translation_progress_check** – Scan project languages, flag incomplete or unreviewed ones\n- **user_group_audit** – Audit team structures and permissions with optimization suggestions\n### 🚀 Setup & Expansion\n- **new_project_setup** – End-to-end project creation with languages, roles, and defaults\n- **language_expansion** – Add new markets with proper configuration and review pipelines\n- **project_cleanup** – Identify and safely remove deprecated keys or unused content\n### 🔄 Content & Translation\n- **bulk_key_creation** – Generate structured keys for new features or screens\n- **create_translation_task** – Create multi-language tasks with deadlines and assignees\n- **document_extraction_review_workflow** – Convert document text to keys, assign review tasks\n- **post_upload_review_workflow** – Build review tasks automatically after file uploads\n### 👥 Team & Process\n- **team_translation_setup** – Build multi-team setups with balanced workloads\n- **team_onboarding_workflow** – Onboard new members, set permissions, give checklist\n- **automated_review_pipeline** – Create multi-stage reviews with quality gates\n### 🎯 Operations & Monitoring\n- **process_monitoring_dashboard** – Real-time view of uploads, tasks, and background jobs\n- **bulk_operations_monitor** – Track bulk updates/deletes and audit results\n- **translation_memory_import** – Import TM with conflict resolution and auto-approval thresholds\n---\n## ✨ Why It's Powerful in Claude Desktop\nInside Claude, Lokalise MCP feels like magic:\n- **Natural Language First** – No APIs, no config panels. Just tell Claude what you want.\n- **Multi-Tool Orchestration** – Claude chains 3–10 tools per request, handling complexity for you.\n- **Context-Aware** – It resolves \"EU translation team\" into the right user group, or \"Marie\" into a contributor ID.\n- **Time-Saving** – What used to take 2 hours in the Lokalise UI now runs in 30 seconds with a full audit trail.\n---\n## 🔑 The Big Picture\n- **Tools** = atomic operations (like adding a language or updating a key)\n- **Prompts** = intelligent playbooks (like creating a full review pipeline)\nTogether, they turn Lokalise into a **conversational, automated, intelligent localization system**. Less clicking, more commanding.",
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