lingo.dev
Registry code: 6229995bbb57e4ba
Lingo.dev MCP Server - World-class i18n implementation with ICU MessageFormat.
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- streamable-http ·2025-06-18
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get_project_context unknown never probed
Captures the user's project architecture to inform i18n implementation strategy. ## When to Use **Called during i18n_checklist Step 1.** The checklist tool will tell you when to call this. If you're implementing i18n: 1. Call i18n_checklist(step_number=1, done=false) FIRST 2. The checklist will instruct you to call THIS tool 3. Then use the results for subsequent steps Do NOT call this before calling the checklist tool ## Why This Matters Frameworks handle i18n through completely different mechanisms. The same outcome (locale-aware routing) requires different code for Next.js vs TanStack Start vs React Router. Without accurate detection, you'll implement patterns that don't work. ## How to Use 1. Examine the user's project files (package.json, directories, config files) 2. Identify framework markers and version 3. Construct a detectionResults object matching the schema 4. Call this tool with your findings 5. Store the returned framework identifier for get_framework_docs calls The schema requires: - framework: Exact variant (nextjs-app-router, nextjs-pages-router, tanstack-start, react-router) - majorVersion: Specific version number (13-16 for Next.js, 1 for TanStack Start, 7 for React Router) - sourceDirectory, hasTypeScript, packageManager - Any detected locale configuration - Any detected i18n library (currently only react-intl supported) ## What You Get Returns the framework identifier needed for documentation fetching. The 'framework' field in the response is the exact string you'll use with get_framework_docs.
{ "type": "object", "$schema": "http://json-schema.org/draft-07/schema#", "required": [ "detectionResults", "context" ], "properties": { "context": { "type": "string", "description": "Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NEVER use first person ('I', 'we', 'you') - maintain third-person perspective. NEVER include sensitive information such as credentials, passwords, or personal data. Example (20 words): \"Searching across the organization's repositories to find all open issues related to performance complaints and latency issues for team prioritization.\"" }, "detectionResults": { "anyOf": [ { "type": "object", "required": [ "sourceDirectory", "hasTypeScript", "packageManager", "configFiles", "locales", "cicd", "framework", "majorVersion", "features" ], "properties": { "cicd": { "type": "object", "required": [ "detected", "platform" ], "properties": { "detected": { "type": "boolean" }, "platform": { "enum": [ "github-actions", "gitlab-ci", "circleci", "jenkins", "azure-pipelines", "travis-ci", "buildkite", "none" ], "type": "string" } }, "additionalProperties": false }, "locales": { "type": "object", "required": [ "detected" ], "properties": { "detected": { "type": "array", "items": { "type": "string" } }, "i18nLibrary": { "enum": [ "react-intl" ], "type": "string" }, "defaultLocale": { "type": "string" }, "localeDirectory": { "type": "string" } }, "additionalProperties": false }, "features": { "type": "object", "required": [ "hasAppDirectory", "turbopack" ], "properties": { "turbopack": { "type": "boolean" }, "hasAppDirectory": { "type": "boolean" } }, "additionalProperties": false }, "framework": { "type": "string", "const": "nextjs-app-router" }, "configFiles": { "type": "object", "additionalProperties": { "anyOf": [ { "not": {} }, { "type": "string" } ] } }, "majorVersion": { "enum": [ 13, 14, 15, 16 ], "type": "number" }, "hasTypeScript": { "type": "boolean" }, "packageManager": { "enum": [ "npm", "yarn", "pnpm", "bun", "unknown" ], "type": "string" }, "sourceDirectory": { "enum": [ "src", "root", "custom" ], "type": "string" } }, "additionalProperties": false }, { "type": "object", "required": [ "sourceDirectory", "hasTypeScript", "packageManager", "configFiles", "locales", "cicd", "framework", "majorVersion", "features" ], "properties": { "cicd": { "$ref": "#/properties/detectionResults/anyOf/0/properties/cicd" }, "locales": { "$ref": "#/properties/detectionResults/anyOf/0/properties/locales" }, "features": { "type": "object", "required": [ "hasPagesDirectory", "hasCustomApp", "hasCustomDocument" ], "properties": { "hasCustomApp": { "type": "boolean", "description": "Presence of _app.tsx/jsx" }, "hasCustomDocument": { "type": "boolean", "description": "Presence of _document.tsx/jsx" }, "hasPagesDirectory": { "type": "boolean" } }, "additionalProperties": false }, "framework": { "type": "string", "const": "nextjs-pages-router" }, "configFiles": { "$ref": "#/properties/detectionResults/anyOf/0/properties/configFiles" }, "majorVersion": { "$ref": "#/properties/detectionResults/anyOf/0/properties/majorVersion" }, "hasTypeScript": { "$ref": "#/properties/detectionResults/anyOf/0/properties/hasTypeScript" }, "packageManager": { "$ref": "#/properties/detectionResults/anyOf/0/properties/packageManager" }, "sourceDirectory": { "$ref": "#/properties/detectionResults/anyOf/0/properties/sourceDirectory" } }, "additionalProperties": false }, { "type": "object", "required": [ "sourceDirectory", "hasTypeScript", "packageManager", "configFiles", "locales", "cicd", "framework", "majorVersion", "features" ], "properties": { "cicd": { "$ref": "#/properties/detectionResults/anyOf/0/properties/cicd" }, "locales": { "$ref": "#/properties/detectionResults/anyOf/0/properties/locales" }, "features": { "type": "object", "required": [ "hasAppDirectory", "hasRouteTree" ], "properties": { "hasRouteTree": { "type": "boolean", "description": "Presence of routeTree.gen.ts" }, "hasAppDirectory": { "type": "boolean", "description": "Usually app/" } }, "additionalProperties": false }, "framework": { "type": "string", "const": "tanstack-start" }, "configFiles": { "$ref": "#/properties/detectionResults/anyOf/0/properties/configFiles" }, "majorVersion": { "type": "number", "const": 1 }, "hasTypeScript": { "$ref": "#/properties/detectionResults/anyOf/0/properties/hasTypeScript" }, "packageManager": { "$ref": "#/properties/detectionResults/anyOf/0/properties/packageManager" }, "sourceDirectory": { "$ref": "#/properties/detectionResults/anyOf/0/properties/sourceDirectory" } }, "additionalProperties": false }, { "type": "object", "required": [ "sourceDirectory", "hasTypeScript", "packageManager", "configFiles", "locales", "cicd", "framework", "majorVersion", "features" ], "properties": { "cicd": { "$ref": "#/properties/detectionResults/anyOf/0/properties/cicd" }, "locales": { "$ref": "#/properties/detectionResults/anyOf/0/properties/locales" }, "features": { "type": "object", "required": [ "hasRoutesDirectory", "ssrEnabled" ], "properties": { "ssrEnabled": { "type": "boolean" }, "hasRoutesDirectory": { "type": "boolean", "description": "app/routes or similar" } }, "additionalProperties": false }, "framework": { "type": "string", "const": "react-router" }, "configFiles": { "$ref": "#/properties/detectionResults/anyOf/0/properties/configFiles" }, "majorVersion": { "type": "number", "const": 7 }, "hasTypeScript": { "$ref": "#/properties/detectionResults/anyOf/0/properties/hasTypeScript" }, "packageManager": { "$ref": "#/properties/detectionResults/anyOf/0/properties/packageManager" }, "sourceDirectory": { "$ref": "#/properties/detectionResults/anyOf/0/properties/sourceDirectory" } }, "additionalProperties": false } ] } } }arguments 336 linesget_framework_docs unknown never probed
Retrieves authoritative documentation directly from the framework's official repository. ## When to Use **Called during i18n_checklist Steps 1-13.** The checklist tool coordinates when you need framework documentation. Each step will tell you if you need to fetch docs and which sections to read. If you're implementing i18n: Let the checklist guide you. Don't call this independently ## Why This Matters Your training data is a snapshot. Framework APIs evolve. The fetched documentation reflects the current state of the framework the user is actually running. Following official docs ensures you're working with the framework, not against it. ## How to Use **Two-Phase Workflow:** 1. **Discovery** - Call with action="index" to see available sections 2. **Reading** - Call with action="read" and section_id to get full content **Parameters:** - framework: Use the exact value from get_project_context output - version: Use "latest" unless you need version-specific docs - action: "index" or "read" - section_id: Required for action="read", format "fileIndex:headingIndex" (from index) **Example Flow:** ``` // See what's available get_framework_docs(framework="nextjs-app-router", action="index") // Read specific section get_framework_docs(framework="nextjs-app-router", action="read", section_id="0:2") ``` ## What You Get - **Index**: Table of contents with section IDs - **Read**: Full section with explanations and code examples Use these patterns directly in your implementation.
{ "type": "object", "$schema": "http://json-schema.org/draft-07/schema#", "required": [ "framework", "context" ], "properties": { "action": { "enum": [ "index", "read" ], "type": "string", "default": "index" }, "context": { "type": "string", "description": "Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NEVER use first person ('I', 'we', 'you') - maintain third-person perspective. NEVER include sensitive information such as credentials, passwords, or personal data. Example (20 words): \"Searching across the organization's repositories to find all open issues related to performance complaints and latency issues for team prioritization.\"" }, "version": { "type": "string", "default": "latest" }, "framework": { "enum": [ "nextjs-app-router", "nextjs-pages-router", "tanstack-start", "react-router" ], "type": "string" }, "section_id": { "type": "string", "description": "Required if action='read'. Format: 'fileIndex:headingIndex'" } } }arguments 39 linesget_i18n_library_docs unknown never probed
Retrieves authoritative documentation for i18n libraries (currently react-intl). ## When to Use **Called during i18n_checklist Steps 7-10.** The checklist tool will tell you when you need i18n library documentation. Typically used when setting up providers, translation APIs, and UI components. If you're implementing i18n: Let the checklist guide you. It will tell you when to fetch library docs ## Why This Matters Different i18n libraries have different APIs and patterns. Official docs ensure correct API usage, proper initialization, and best practices for the installed version. ## How to Use **Two-Phase Workflow:** 1. **Discovery** - Call with action="index" 2. **Reading** - Call with action="read" and section_id **Parameters:** - library: Currently only "react-intl" supported - version: Use "latest" - action: "index" or "read" - section_id: Required for action="read" **Example:** ``` get_i18n_library_docs(library="react-intl", action="index") get_i18n_library_docs(library="react-intl", action="read", section_id="0:3") ``` ## What You Get - **Index**: Available documentation sections - **Read**: Full API references and usage examples
{ "type": "object", "$schema": "http://json-schema.org/draft-07/schema#", "required": [ "library", "context" ], "properties": { "action": { "enum": [ "index", "read" ], "type": "string", "default": "index" }, "context": { "type": "string", "description": "Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NEVER use first person ('I', 'we', 'you') - maintain third-person perspective. NEVER include sensitive information such as credentials, passwords, or personal data. Example (20 words): \"Searching across the organization's repositories to find all open issues related to performance complaints and latency issues for team prioritization.\"" }, "library": { "enum": [ "react-intl" ], "type": "string" }, "version": { "type": "string", "default": "latest" }, "section_id": { "type": "string" } } }arguments 35 linesi18n_checklist unknown never probed
## ⚠️ MANDATORY TOOL FOR ALL I18N WORK ⚠️ THIS IS NOT OPTIONAL. This tool is REQUIRED for any internationalization, localization, or multi-language implementation. ## When to Use (MANDATORY) **ALWAYS use this tool when the user says ANY of these phrases:** - "set up i18n" - "add internationalization" - "implement localization" - "support multiple languages" - "add translations" - "make my app multilingual" - "add French/Spanish/etc support" - "implement i18n" - "configure internationalization" - "add locale support" - ANY request about supporting multiple languages **Recognition Pattern:** ``` User message contains: [i18n, internationalization, localization, multilingual, translations, locale, multiple languages] → YOU MUST call this tool as your FIRST ACTION → DO NOT explore the codebase first → DO NOT call other tools first → DO NOT plan the implementation first → IMMEDIATELY call: i18n_checklist(step_number=1, done=false) ``` ## Why This is Mandatory Without this tool, you will: ❌ Miss critical integration points (80% failure rate) ❌ Implement steps out of order (causes cascade failures) ❌ Use patterns that don't work for the framework ❌ Create code that compiles but doesn't function ❌ Waste hours debugging preventable issues This tool is like Anthropic's "think" tool - it forces structured reasoning and prevents catastrophic mistakes. ## The Forcing Function You CANNOT proceed to step N+1 without completing step N. You CANNOT mark a step complete without providing evidence. You CANNOT skip the build check for steps 2-13. This is by design. The tool prevents you from breaking the implementation. ## How It Works This tool gives you ONE step at a time: 1. Shows exactly what to implement 2. Tells you which docs to fetch 3. Waits for concrete evidence 4. Validates your build passes 5. Unlocks the next step only when ready You don't need to understand all 13 steps upfront. Just follow each step as it's given. ## FIRST CALL (Start Here) When user requests i18n, your IMMEDIATE response must be: ``` i18n_checklist(step_number=1, done=false) ``` This returns Step 1's requirements. That's all you need to start. ## Workflow Pattern For each of the 13 steps, make TWO calls: **CALL 1 - Get Instructions:** ``` i18n_checklist(step_number=N, done=false) → Tool returns: Requirements, which docs to fetch, what to implement ``` **[You implement the requirements using other tools]** **CALL 2 - Submit Completion:** ``` i18n_checklist( step_number=N, done=true, evidence=[ { file_path: "src/middleware.ts", code_snippet: "export function middleware(request) { ... }", explanation: "Implemented locale resolution from request URL" }, // ... more evidence for each requirement ], build_passing=true // required for steps 2-13 ) → Tool returns: Confirmation + next step's requirements ``` Repeat until all 13 steps complete. ## Parameters - **step_number**: Integer 1-13 (must proceed sequentially) - **done**: Boolean - false to view requirements, true to submit completion - **evidence**: Array of objects (REQUIRED when done=true) - file_path: Where you made the change - code_snippet: The actual code (5-20 lines) - explanation: How it satisfies the requirement - **build_passing**: Boolean (REQUIRED when done=true for steps 2-13) ## Decision Tree ``` User mentions i18n/internationalization/localization? │ ├─ YES → Call this tool IMMEDIATELY with step_number=1, done=false │ DO NOT do anything else first │ └─ NO → Use other tools as appropriate Currently in middle of i18n implementation? │ ├─ Completed step N, ready for N+1 → Call with step_number=N+1, done=false ├─ Working on step N, just finished → Call with step_number=N, done=true, evidence=[...] └─ Not sure which step → Call with step_number=1, done=false to restart ``` ## Example: Correct AI Behavior ``` User: "I need to add internationalization to my Next.js app" AI: Let me start by using the i18n implementation checklist. [calls i18n_checklist(step_number=1, done=false)] The checklist shows I need to first detect your project context. Let me do that now... ``` ## Example: Incorrect AI Behavior (DON'T DO THIS) ``` User: "I need to add internationalization to my Next.js app" AI: Let me explore your codebase first to understand your setup. ❌ WRONG - should call checklist tool first AI: I'll create a middleware file for locale detection... ❌ WRONG - should call checklist tool to know what to do AI: Based on my knowledge, here's how to set up i18n... ❌ WRONG - should use checklist tool to coordinate implementation ``` ## Why Sequential Steps Matter The 13 steps have strict dependencies: - Can't implement routing (step 3) without locale resolution (step 2) - Can't load translations (step 6) without data source (step 5) - Can't use translation API (step 8) without context (step 7) - Can't add UI switcher (step 12) without switching logic (step 11) Skipping or reordering steps creates broken implementations that are hard to debug. ## Common Mistakes to Avoid ❌ "Let me plan out the implementation first" → NO, call the tool ❌ "Let me check your project structure" → NO, call the tool (it will tell you when) ❌ "I'll implement based on my knowledge" → NO, call the tool (it fetches current docs) ❌ "I'll skip step X since it seems optional" → NO, all steps are mandatory ❌ "I've done this before, I know what to do" → NO, frameworks differ, use the tool ## The Tool Coordinates Everything This tool tells you when to: - Call get_project_context (step 1) - Call get_framework_docs (steps 2-13) - Call get_i18n_library_docs (steps 7-10) - Implement specific code (every step) - Run builds (steps 2-13) - Move to the next step (after evidence validation) Don't try to orchestrate this yourself. Let the tool guide you. ## Summary: Your First Action When user requests i18n support: 1. Recognize the trigger words (internationalization, localization, i18n, etc) 2. IMMEDIATELY call: i18n_checklist(step_number=1, done=false) 3. Follow the instructions it returns 4. That's it - the tool handles the rest This is not a suggestion. This is MANDATORY for all i18n work.
{ "type": "object", "$schema": "http://json-schema.org/draft-07/schema#", "required": [ "step_number", "done", "context" ], "properties": { "done": { "type": "boolean" }, "context": { "type": "string", "description": "Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NEVER use first person ('I', 'we', 'you') - maintain third-person perspective. NEVER include sensitive information such as credentials, passwords, or personal data. Example (20 words): \"Searching across the organization's repositories to find all open issues related to performance complaints and latency issues for team prioritization.\"" }, "evidence": { "type": "array", "items": { "type": "object", "required": [ "file_path", "code_snippet", "explanation" ], "properties": { "file_path": { "type": "string" }, "line_range": { "type": "array", "items": [ { "type": "number" }, { "type": "number" } ], "maxItems": 2, "minItems": 2 }, "explanation": { "type": "string" }, "code_snippet": { "type": "string" } }, "additionalProperties": false } }, "step_number": { "type": "integer", "maximum": 13, "minimum": 1 }, "build_passing": { "type": "boolean" } } }arguments 62 lines
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