{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-aymericzip-intlayer","slug":"aymericzip-intlayer","name":"aymericzip/intlayer","type":"mcp","url":"https://github.com/aymericzip/intlayer","page_url":"https://unfragile.ai/aymericzip-intlayer","categories":["mcp-servers","code-editors"],"tags":[],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-aymericzip-intlayer__cap_0","uri":"capability://tool.use.integration.mcp.based.ide.integration.for.intlayer.i18n.operations","name":"mcp-based ide integration for intlayer i18n operations","description":"Exposes Intlayer CLI commands and dictionary management operations through the Model Context Protocol (MCP) server interface, enabling AI assistants and IDEs to invoke i18n workflows directly. The MCP server wraps Intlayer's core CLI package (@intlayer/cli) and translates command invocations into structured tool calls that can be executed within editor contexts like VS Code or Claude Desktop, providing real-time access to dictionary operations, content validation, and build commands without leaving the development environment.","intents":["I want my AI assistant to help me manage translations directly from my IDE","I need to invoke Intlayer CLI commands through an MCP interface for automation","I want AI-powered assistance for dictionary synchronization and content updates","I need to expose Intlayer operations to Claude or other MCP-compatible AI tools"],"best_for":["teams using Claude Desktop or MCP-compatible IDEs with Intlayer projects","developers building AI-assisted i18n workflows","organizations automating translation management through AI agents"],"limitations":["MCP server requires Node.js runtime and cannot run in browser environments","Latency depends on underlying Intlayer CLI performance and file system I/O","Limited to operations exposed through MCP tool schema — not all Intlayer features may be surfaced","Requires proper MCP server configuration and authentication setup in IDE"],"requires":["Node.js 18+","Intlayer core packages (@intlayer/cli, @intlayer/core)","MCP-compatible IDE or AI client (VS Code with MCP extension, Claude Desktop)","Intlayer project configuration file (intlayer.config.ts)"],"input_types":["MCP tool call requests with parameters","CLI command arguments as structured JSON","file paths and locale identifiers"],"output_types":["structured JSON responses from CLI operations","command execution status and results","error messages and validation feedback"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-aymericzip-intlayer__cap_1","uri":"capability://memory.knowledge.versioned.documentation.access.through.mcp.tools","name":"versioned documentation access through mcp tools","description":"Exposes Intlayer's documentation system as queryable MCP tools, allowing AI assistants to retrieve framework-specific guides, API references, and integration examples for Next.js, React, Express, and Vite. The capability leverages the documentation structure stored in the docs/ directory with language-specific subdirectories (ar/, bn/, cs/, de/, etc.) and surfaces relevant content through MCP tool schemas that accept locale and topic parameters, enabling context-aware documentation retrieval during AI-assisted development.","intents":["I want Claude to reference Intlayer documentation while helping me integrate it","I need AI assistance to find the right Intlayer API for my framework","I want versioned docs accessible to my AI coding assistant","I need multilingual documentation support in my AI workflows"],"best_for":["developers using AI assistants for Intlayer integration guidance","multilingual teams needing localized documentation access","teams building custom Intlayer integrations with AI support"],"limitations":["Documentation retrieval is read-only — no capability to update docs through MCP","Search functionality limited to exact topic matching or simple keyword queries","Documentation must be pre-indexed and available in the MCP server's file system","Language-specific docs require manual maintenance across multiple directories"],"requires":["Intlayer documentation files in docs/docs/{locale}/ structure","MCP server with file system access to documentation directory","Markdown parsing capability for rendering documentation content"],"input_types":["locale identifier (e.g., 'en', 'fr', 'ar')","topic or framework name (e.g., 'next.js', 'react', 'express')","search query or documentation path"],"output_types":["markdown documentation content","structured documentation metadata","framework-specific integration guides"],"categories":["memory-knowledge","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-aymericzip-intlayer__cap_10","uri":"capability://data.processing.analysis.content.validation.and.consistency.checking","name":"content validation and consistency checking","description":"Provides MCP tools that validate content declarations against Intlayer's schema, check for missing translations across locales, detect inconsistencies in content structure, and identify potential translation issues. The capability integrates with Intlayer's core validation logic and content transformation system to provide comprehensive content quality checks. This includes detection of incomplete translations, type mismatches, and structural inconsistencies across the multilingual content base.","intents":["I want AI to check my content for missing translations","I need to validate that all my content declarations are properly structured","I want to detect inconsistencies in my translation content","I need AI assistance identifying translation quality issues"],"best_for":["teams maintaining large multilingual content bases","projects with strict content quality requirements","organizations automating content validation through CI/CD"],"limitations":["Validation is structural and type-based — cannot assess translation quality or accuracy","Large content bases may require significant processing time","Custom content types require custom validation rules","Validation results depend on configuration and schema definitions"],"requires":["@intlayer/core with validation logic","Intlayer project configuration with content type definitions","Access to all dictionary files and content declarations","Schema definitions for validation rules"],"input_types":["content scope (all content, specific locales, specific keys)","validation rules and strictness levels","content type specifications"],"output_types":["validation results and error reports","list of missing translations","structural inconsistencies and type mismatches","validation suggestions and fixes"],"categories":["data-processing-analysis","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-aymericzip-intlayer__cap_2","uri":"capability://tool.use.integration.smart.cli.command.execution.with.context.awareness","name":"smart cli command execution with context awareness","description":"Wraps Intlayer's CLI package (@intlayer/cli) through MCP tool definitions that understand the semantic meaning of commands like dictionary building, content synchronization, and locale management. The MCP server parses CLI command schemas and exposes them as structured tools with parameter validation, allowing AI assistants to intelligently select and invoke appropriate CLI operations based on user intent rather than requiring explicit command strings. This includes awareness of project configuration, available locales, and dictionary structure to provide intelligent suggestions.","intents":["I want AI to automatically run the right Intlayer CLI command for my task","I need intelligent CLI invocation that understands my project structure","I want AI to validate CLI parameters before execution","I need to automate dictionary building and synchronization through AI"],"best_for":["developers automating Intlayer workflows through AI agents","teams using AI assistants for i18n pipeline management","CI/CD systems integrating Intlayer operations with AI orchestration"],"limitations":["CLI execution is synchronous — long-running operations may timeout in MCP contexts","Error handling depends on underlying CLI error messages and exit codes","No streaming output support — large CLI results must be buffered and returned","Requires full Intlayer project setup and configuration to function correctly"],"requires":["@intlayer/cli package installed and accessible","Intlayer project configuration (intlayer.config.ts or intlayer.config.js)","Node.js 18+ with proper environment variables","File system write permissions for CLI operations"],"input_types":["CLI command name (string)","command parameters as key-value pairs","locale identifiers","file paths and configuration options"],"output_types":["CLI execution results (JSON or text)","build artifacts and generated files","command status and exit codes","error messages and validation feedback"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-aymericzip-intlayer__cap_3","uri":"capability://code.generation.editing.type.safe.content.declaration.assistance.with.schema.validation","name":"type-safe content declaration assistance with schema validation","description":"Leverages Intlayer's TypeScript-based content declaration system (@intlayer/core) to provide MCP tools that validate and assist in creating type-safe translation content definitions. The capability understands Intlayer's content schema (supporting text, markdown, dynamic content, and external file references) and can guide AI assistants in generating properly-typed content declarations that integrate with component-level content management. Validation occurs against the project's configuration and existing dictionary structure to ensure consistency.","intents":["I want AI to generate type-safe content declarations for my components","I need validation that my translation content matches Intlayer's schema","I want AI assistance creating multilingual content with proper TypeScript types","I need to ensure new content declarations are compatible with my project setup"],"best_for":["TypeScript-first teams using Intlayer for component-level translations","developers wanting AI-assisted content declaration generation","teams maintaining large multilingual codebases with strict type safety"],"limitations":["Schema validation requires full project configuration to be available","Complex nested content structures may exceed MCP context limits","No real-time type checking — validation is snapshot-based","Requires understanding of Intlayer's content type system (text, markdown, dynamic, etc.)"],"requires":["@intlayer/core package with TypeScript definitions","Intlayer project configuration with content type definitions","TypeScript compiler or type checking capability in MCP server","Access to existing dictionary files for schema reference"],"input_types":["content declaration code (TypeScript/JavaScript)","locale identifiers","content type specifications (text, markdown, dynamic)","component context and metadata"],"output_types":["validated content declaration code","type error messages and suggestions","schema compliance reports","generated TypeScript type definitions"],"categories":["code-generation-editing","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-aymericzip-intlayer__cap_4","uri":"capability://automation.workflow.dictionary.synchronization.and.content.management.orchestration","name":"dictionary synchronization and content management orchestration","description":"Exposes Intlayer's dictionary management system through MCP tools that orchestrate content synchronization, locale management, and dictionary updates across the project. The capability integrates with the @intlayer/chokidar file watching system and dictionary synchronization logic to provide AI assistants with tools to detect content changes, synchronize translations across locales, and manage dictionary versions. This includes awareness of the dictionary structure, locale configurations, and content transformation pipelines.","intents":["I want AI to synchronize translations across all locales automatically","I need to detect and manage missing translations in my dictionaries","I want AI assistance managing dictionary versions and updates","I need to orchestrate content updates across multiple locale files"],"best_for":["teams managing large multilingual dictionaries with AI assistance","projects requiring automated translation synchronization","organizations with complex locale management needs"],"limitations":["Synchronization performance depends on dictionary size and file system speed","Concurrent dictionary updates may cause conflicts without proper locking","No built-in conflict resolution — requires manual intervention for divergent translations","Locale detection relies on project configuration and file system structure"],"requires":["@intlayer/chokidar for file watching capability","@intlayer/core for dictionary structure understanding","Intlayer project configuration with locale definitions","File system write permissions for dictionary updates"],"input_types":["locale identifiers","dictionary keys and content paths","synchronization scope (all locales, specific locales, specific keys)","content transformation rules"],"output_types":["synchronization status and results","list of updated/missing translations","dictionary version information","conflict reports and resolution suggestions"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-aymericzip-intlayer__cap_5","uri":"capability://code.generation.editing.framework.specific.integration.guidance.and.code.generation","name":"framework-specific integration guidance and code generation","description":"Provides MCP tools that understand Intlayer's framework-specific integrations (Next.js, React, Express, Vite) and can guide AI assistants in generating appropriate integration code. The capability leverages framework-specific packages (next-intlayer, react-intlayer, express-intlayer, vite-intlayer) and their documented patterns to provide context-aware code generation and integration suggestions. This includes understanding framework-specific routing, component patterns, and configuration requirements.","intents":["I want AI to generate Next.js App Router integration code for Intlayer","I need help integrating Intlayer with my React component structure","I want AI assistance setting up Intlayer with Express middleware","I need framework-specific configuration examples for my setup"],"best_for":["developers integrating Intlayer with specific frameworks","teams using AI assistants for framework integration setup","organizations standardizing Intlayer across multiple framework projects"],"limitations":["Integration guidance is framework-version-specific — may not apply to older versions","Complex custom framework setups may exceed documented patterns","Generated code requires manual review and adaptation to project specifics","Framework API changes may require documentation updates"],"requires":["Framework-specific Intlayer packages (next-intlayer, react-intlayer, etc.)","Framework version information and project configuration","Access to framework-specific documentation and examples","Understanding of framework-specific patterns (routing, middleware, hooks)"],"input_types":["framework name and version (Next.js 14+, React 18+, Express 4+, Vite 4+)","integration scope (routing, components, middleware, configuration)","project structure and existing configuration"],"output_types":["framework-specific integration code","configuration examples and setup guides","component integration patterns","middleware and hook usage examples"],"categories":["code-generation-editing","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-aymericzip-intlayer__cap_6","uri":"capability://text.generation.language.ai.powered.translation.suggestion.and.content.generation","name":"ai-powered translation suggestion and content generation","description":"Exposes Intlayer's AI translation capabilities through MCP tools that leverage OpenAI and other providers to suggest translations and generate multilingual content. The capability integrates with Intlayer's backend services and AI provider integrations to offer AI-assisted translation of content declarations, enabling developers to quickly populate translations for new content or generate translations for missing locales. This includes context-aware translation that understands component context and existing translation patterns.","intents":["I want AI to suggest translations for new content in multiple locales","I need to generate translations for missing locale variants automatically","I want AI to maintain consistency with existing translation patterns","I need to accelerate translation workflows using AI providers"],"best_for":["teams using AI providers (OpenAI, etc.) for translation assistance","projects with large content volumes requiring rapid translation","multilingual teams wanting AI-assisted content generation"],"limitations":["AI translation quality depends on provider model and prompt engineering","Requires API keys and credentials for external AI providers","Generated translations must be reviewed by human translators for accuracy","Context-aware translation requires sufficient existing translation examples","API costs scale with content volume and number of locales"],"requires":["OpenAI API key or other supported AI provider credentials","Intlayer backend service with AI integration configured","Existing content declarations to provide context","Network access to AI provider APIs"],"input_types":["content to translate (text, markdown, or content declarations)","source locale and target locales","context information (component name, content type, existing translations)","translation style and tone preferences"],"output_types":["AI-generated translation suggestions","confidence scores or quality indicators","alternative translation options","formatted content declarations with translations"],"categories":["text-generation-language","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-aymericzip-intlayer__cap_7","uri":"capability://tool.use.integration.dictionary.editor.ui.access.and.content.management","name":"dictionary editor ui access and content management","description":"Exposes Intlayer's visual dictionary editor interface through MCP tools that enable AI assistants to guide users toward the editor UI or programmatically manage content through the editor's backend API. The capability integrates with the intlayer-editor package and provides tools for launching the editor, managing editor sessions, and accessing editor-managed content. This includes awareness of the editor's content management features, visual translation interface, and content validation capabilities.","intents":["I want AI to guide me to the visual editor for managing translations","I need to access editor-managed content through MCP tools","I want AI assistance with editor-based content validation","I need to programmatically update content through the editor's API"],"best_for":["teams using Intlayer's visual editor for content management","non-technical content managers needing AI-assisted guidance","organizations combining visual and programmatic content management"],"limitations":["Editor UI access requires running editor instance or web server","Programmatic editor API access depends on editor backend availability","Content managed through editor may have different validation rules than code-based declarations","Editor session management adds complexity to MCP tool implementation"],"requires":["intlayer-editor package installed and configured","Editor backend service running (if programmatic access needed)","Web server or local development server for editor UI","Access to editor's content management API"],"input_types":["editor action requests (open, create, update, delete)","content identifiers and locale information","editor configuration and session parameters"],"output_types":["editor UI URLs and launch instructions","editor API responses and content updates","validation results from editor","editor session information"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-aymericzip-intlayer__cap_8","uri":"capability://automation.workflow.build.system.integration.and.artifact.management","name":"build system integration and artifact management","description":"Integrates Intlayer's build system (@intlayer/webpack, @intlayer/cli build commands) through MCP tools that manage build processes, generate translation artifacts, and handle build configuration. The capability understands the build pipeline including webpack integration, dictionary compilation, and artifact generation, providing AI assistants with tools to trigger builds, monitor build status, and manage build outputs. This includes awareness of build configuration, output formats, and optimization strategies.","intents":["I want AI to trigger Intlayer builds and monitor build status","I need to manage build artifacts and generated translation files","I want AI assistance optimizing build configuration for my project","I need to integrate Intlayer builds into my CI/CD pipeline"],"best_for":["teams automating Intlayer builds through AI orchestration","CI/CD systems integrating Intlayer build steps","projects requiring build optimization and artifact management"],"limitations":["Build performance depends on project size and system resources","Build failures require understanding of webpack/build system errors","Artifact management requires sufficient disk space and cleanup policies","Build configuration changes may require project restart or cache clearing"],"requires":["@intlayer/webpack or @intlayer/cli build tools","Intlayer project configuration with build settings","Node.js 18+ with build tools installed","File system write permissions for build artifacts"],"input_types":["build command and options","build configuration parameters","target locales and output formats","optimization flags and build modes"],"output_types":["build status and progress information","generated artifact paths and metadata","build error messages and logs","build performance metrics"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-aymericzip-intlayer__cap_9","uri":"capability://code.generation.editing.configuration.management.and.project.setup.assistance","name":"configuration management and project setup assistance","description":"Provides MCP tools for managing Intlayer project configuration (@intlayer/config) including locale definitions, content type specifications, framework settings, and build options. The capability understands Intlayer's configuration schema and can guide AI assistants in generating or modifying configuration files, validating configuration against project requirements, and suggesting configuration optimizations. This includes awareness of framework-specific configuration needs and locale-specific settings.","intents":["I want AI to help me set up Intlayer configuration for my project","I need to add new locales to my Intlayer configuration","I want AI assistance validating my Intlayer configuration","I need to optimize Intlayer settings for my framework and use case"],"best_for":["developers setting up new Intlayer projects","teams standardizing Intlayer configuration across projects","organizations optimizing Intlayer settings for specific frameworks"],"limitations":["Configuration changes may require project restart to take effect","Complex configuration scenarios may exceed documented patterns","Configuration validation depends on schema availability","Framework-specific configuration requirements vary significantly"],"requires":["@intlayer/config package with configuration schema","Intlayer project root with configuration file location","Framework information and version details","Understanding of locale and content type requirements"],"input_types":["configuration parameters and values","locale definitions and settings","framework type and version","content type specifications"],"output_types":["generated configuration files (intlayer.config.ts/js)","configuration validation results","configuration suggestions and optimizations","schema documentation and examples"],"categories":["code-generation-editing","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":32,"verified":false,"data_access_risk":"high","permissions":["Node.js 18+","Intlayer core packages (@intlayer/cli, @intlayer/core)","MCP-compatible IDE or AI client (VS Code with MCP extension, Claude Desktop)","Intlayer project configuration file (intlayer.config.ts)","Intlayer documentation files in docs/docs/{locale}/ structure","MCP server with file system access to documentation directory","Markdown parsing capability for rendering documentation content","@intlayer/core with validation logic","Intlayer project configuration with content type definitions","Access to all dictionary files and content declarations"],"failure_modes":["MCP server requires Node.js runtime and cannot run in browser environments","Latency depends on underlying Intlayer CLI performance and file system I/O","Limited to operations exposed through MCP tool schema — not all Intlayer features may be surfaced","Requires proper MCP server configuration and authentication setup in IDE","Documentation retrieval is read-only — no capability to update docs through MCP","Search functionality limited to exact topic matching or simple keyword queries","Documentation must be pre-indexed and available in the MCP server's file system","Language-specific docs require manual maintenance across multiple directories","Validation is structural and type-based — cannot assess translation quality or accuracy","Large content bases may require significant processing time","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.47,"ecosystem":0.49999999999999994,"match_graph":0.25,"freshness":0.52,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-06-17T09:51:02.371Z","last_scraped_at":"2026-05-03T14:00:15.503Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=aymericzip-intlayer","compare_url":"https://unfragile.ai/compare?artifact=aymericzip-intlayer"}},"signature":"DfKFTBmaGwDNbANGRb9+TlqX3WfytEVXfOc5TExPBGrBb5hok/cZxj4gEnWoF9gkNwPc+F8UzsxSNzaUTxmwDg==","signedAt":"2026-06-20T11:03:12.128Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/aymericzip-intlayer","artifact":"https://unfragile.ai/aymericzip-intlayer","verify":"https://unfragile.ai/api/v1/verify?slug=aymericzip-intlayer","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}