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Each tenant's data is logically isolated through automatic query filtering based on authenticated tenant context, with support for custom permission rules via lifecycle hooks that intercept read/write operations before database execution.","intents":["I need to serve multiple customers from a single CMS instance without data leakage","I want to define custom permission rules per tenant (e.g., editor can publish, reviewer must approve)","I need to audit which tenant accessed what content and when","I want to prevent one tenant's queries from accessing another tenant's data at the database level"],"best_for":["SaaS platforms offering white-label CMS to multiple customers","enterprises with strict data residency and compliance requirements","teams implementing fine-grained permission models (role + resource + action)"],"limitations":["Tenant context must be extracted from JWT or authentication header — no automatic detection","Cross-tenant queries or bulk operations require explicit permission checks in custom hooks","DynamoDB query filtering adds ~10-50ms per operation vs pre-filtered indexes","No built-in tenant-to-tenant data sharing — requires custom resolver logic"],"requires":["Authentication provider (Cognito, Auth0, Okta, or custom JWT)","Tenant identifier embedded in JWT claims or request context","DynamoDB with on-demand or provisioned capacity","TypeScript 4.5+ for permission rule definitions"],"input_types":["JWT token with tenant claim","GraphQL query with authenticated context","Permission rule definitions (TypeScript functions)"],"output_types":["Filtered GraphQL results scoped to tenant","Access denied errors with audit trail","Audit logs (optional, via lifecycle hooks)"],"categories":["safety-moderation","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github_mcp-webiny-webiny-js__cap_10","uri":"capability://safety.moderation.authentication.provider.integration.with.multiple.backends","name":"authentication-provider-integration-with-multiple-backends","description":"Supports multiple authentication backends (AWS Cognito, Auth0, Okta) through pluggable authentication adapters that handle login, token validation, and user provisioning. Each adapter implements a standard interface for extracting user identity and tenant context from authentication tokens, allowing the CMS to work with different identity providers without code changes. Includes built-in admin user management for self-hosted deployments.","intents":["I want to use my existing identity provider (Cognito, Auth0, Okta) with Webiny","I need to manage admin users without a separate identity service","I want to extract tenant information from authentication tokens","I need to support multiple authentication methods (SAML, OAuth, OIDC)"],"best_for":["enterprises with existing identity infrastructure (Cognito, Auth0, Okta)","teams building white-label CMS with customer-managed authentication","organizations requiring SAML or OIDC support"],"limitations":["Custom authentication adapters must implement the standard interface — no automatic provider detection","Token validation is synchronous — no caching of token validation results","User provisioning is on-demand — no bulk user import from identity provider","No built-in multi-factor authentication (MFA) — requires identity provider support"],"requires":["Authentication provider account (Cognito, Auth0, Okta, or custom OIDC)","Provider credentials (client ID, client secret, issuer URL)","TypeScript 4.5+ for custom authentication adapters","Understanding of JWT tokens and OIDC flows"],"input_types":["JWT token from authentication provider","Authentication provider configuration","User credentials (for admin user creation)"],"output_types":["Authenticated user context (ID, email, tenant, roles)","Session token for API requests","User provisioning events"],"categories":["safety-moderation","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github_mcp-webiny-webiny-js__cap_11","uri":"capability://automation.workflow.local.development.watch.mode.with.hot.reload","name":"local-development-watch-mode-with-hot-reload","description":"Enables local development with watch mode that monitors source file changes, recompiles affected packages, and hot-reloads Lambda functions without full restart. 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The pipeline uses branch workflows (feature branches, staging, production) with automated testing gates before deployment, and includes build caching to speed up repeated builds.","intents":["I want to automatically test and deploy changes on each commit","I need to prevent broken code from reaching production","I want to deploy to staging for testing before production release","I need to track deployment history and rollback if needed"],"best_for":["teams practicing continuous integration and deployment","organizations requiring automated testing gates before production","teams managing multiple Webiny deployments across environments"],"limitations":["E2E tests require browser automation (Cypress) — slow and flaky on CI runners","Build caching requires external storage (S3) — adds complexity and cost","Deployment is sequential per environment — no parallel deployments","Rollback requires manual Pulumi commands — no automatic rollback on deployment failure"],"requires":["GitHub repository with Actions enabled","AWS account with IAM permissions for deployment","Pulumi state backend (S3 or Pulumi Cloud)","Build cache storage (S3 or GitHub Actions cache)","Secrets management for API keys and credentials"],"input_types":["Git commits and pull requests","Branch names (feature, staging, main)","Test configuration (Jest, Cypress)"],"output_types":["Test results and coverage reports","Build artifacts and logs","Deployment status and URLs","Pulumi state updates"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github_mcp-webiny-webiny-js__cap_13","uri":"capability://data.processing.analysis.content.versioning.and.revision.history","name":"content-versioning-and-revision-history","description":"Automatically tracks content entry revisions in DynamoDB, storing snapshots of content at each modification with metadata (timestamp, user, change summary). 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Plugins are registered via a centralized configuration, resolved at build time, and injected into resolvers, allowing custom validation, transformation, webhooks, and external service integration at predictable extension points throughout the CMS lifecycle.","intents":["I want to add custom validation logic to content creation without forking the CMS","I need to trigger webhooks or external services when content is published","I want to transform content before it's stored (e.g., slugify titles, generate thumbnails)","I need to extend the admin UI with custom fields or panels"],"best_for":["teams building custom CMS features on top of Webiny","agencies delivering white-label CMS with client-specific logic","organizations with complex content workflows requiring custom hooks"],"limitations":["Plugin resolution is compile-time only — runtime plugin loading not supported","Lifecycle hooks execute sequentially in a single Lambda context — no parallel execution","Plugin dependencies must be explicitly declared in package.json — no dynamic dependency resolution","Plugins cannot modify GraphQL schema at runtime — schema changes require rebuild"],"requires":["TypeScript 4.5+ for plugin class definitions","Understanding of dependency injection patterns","Webiny plugin interface implementation","Build step to resolve and bundle plugins"],"input_types":["Plugin class implementing PluginInterface","Lifecycle event context (content object, user, tenant)","Configuration object with plugin options"],"output_types":["Modified content object (from hooks)","Side effects (webhooks, external API calls)","Extended GraphQL schema (for admin UI plugins)"],"categories":["tool-use-integration","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github_mcp-webiny-webiny-js__cap_3","uri":"capability://code.generation.editing.admin.ui.form.builder.with.field.plugins","name":"admin-ui-form-builder-with-field-plugins","description":"Provides a React-based form builder that generates admin UI forms from content model definitions, with support for custom field types via a plugin system. Forms are built using a declarative field configuration that maps to GraphQL mutations, with built-in validation, error handling, and state management. Custom field plugins can extend the form builder with domain-specific inputs (rich text, media picker, relationship selector) without modifying core form logic.","intents":["I want to automatically generate admin forms from my content model without manual UI code","I need to add custom field types (e.g., color picker, code editor) to the admin interface","I want form validation to match my content model constraints","I need to support conditional field visibility based on other field values"],"best_for":["teams building headless CMS with custom admin interfaces","developers extending Webiny admin UI with domain-specific fields","organizations needing rapid admin UI iteration without React expertise"],"limitations":["Form builder generates React components at build time — runtime form generation not supported","Custom field plugins must be React components — no support for Vue or other frameworks","Complex conditional logic (nested if/then) requires custom resolver logic outside form builder","Form state is local to the admin UI — no built-in sync with backend state"],"requires":["React 17+ (admin UI runs in browser)","TypeScript 4.5+ for field plugin definitions","Understanding of React hooks and component composition","Webiny admin UI framework (included in monorepo)"],"input_types":["Content model TypeScript definitions","Field plugin React components","Form configuration (field order, validation rules)"],"output_types":["React form components","GraphQL mutations (from form submission)","Validation error messages"],"categories":["code-generation-editing","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github_mcp-webiny-webiny-js__cap_4","uri":"capability://automation.workflow.infrastructure.as.code.deployment.via.pulumi","name":"infrastructure-as-code-deployment-via-pulumi","description":"Abstracts AWS infrastructure provisioning through Pulumi TypeScript, allowing developers to define Lambda functions, DynamoDB tables, S3 buckets, and API Gateway endpoints as code. The deployment process compiles TypeScript backend code, bundles it with dependencies, and deploys to AWS Lambda with automatic environment variable injection, IAM role creation, and infrastructure state management through Pulumi's state backend.","intents":["I want to deploy my CMS to AWS without learning CloudFormation or Terraform","I need to provision Lambda functions, DynamoDB, and S3 in a reproducible way","I want to manage infrastructure state and rollback deployments if something breaks","I need to deploy multiple environments (dev, staging, prod) with different configurations"],"best_for":["teams deploying serverless CMS to AWS Lambda","developers preferring infrastructure-as-code in TypeScript over YAML","organizations managing multiple Webiny deployments across environments"],"limitations":["Pulumi state backend requires external storage (S3, Pulumi Cloud) — no local-only option for team collaboration","Infrastructure changes are applied sequentially — no parallel resource provisioning","Lambda cold starts add 100-500ms latency on first invocation per environment","DynamoDB on-demand billing can be expensive for unpredictable traffic — requires manual capacity planning"],"requires":["AWS account with IAM permissions for Lambda, DynamoDB, S3, API Gateway, CloudFront","Pulumi CLI 3.0+ installed locally","TypeScript 4.5+ for infrastructure definitions","Node.js 18+ runtime","Pulumi state backend (S3 or Pulumi Cloud account)"],"input_types":["TypeScript Pulumi stack definitions","Environment configuration (region, instance types, capacity)","Compiled backend code (JavaScript bundles)"],"output_types":["AWS Lambda function ARNs","DynamoDB table names and ARNs","API Gateway endpoint URLs","CloudFront distribution URLs","Pulumi state file (JSON)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github_mcp-webiny-webiny-js__cap_5","uri":"capability://planning.reasoning.headless.cms.content.entry.lifecycle.management","name":"headless-cms-content-entry-lifecycle-management","description":"Manages content entry state transitions (draft → review → published → archived) with automatic timestamp tracking, version history, and lifecycle hooks at each transition. Implements a state machine pattern where each content entry has explicit status fields, and GraphQL mutations enforce valid state transitions while triggering before/after hooks for custom logic (notifications, webhooks, cache invalidation).","intents":["I want to enforce a content approval workflow (draft → review → published)","I need to track who created/modified content and when","I want to automatically notify stakeholders when content reaches certain states","I need to prevent accidental publication of incomplete content"],"best_for":["editorial teams with multi-step content approval workflows","organizations requiring content audit trails for compliance","teams implementing content scheduling (publish at specific time)"],"limitations":["State transitions are synchronous — no async workflow engine for long-running approvals","Version history is stored in DynamoDB — querying old versions requires separate API calls","No built-in scheduling — publishing at future dates requires external cron job","Concurrent edits are last-write-wins — no optimistic locking or conflict resolution"],"requires":["GraphQL API with lifecycle hook support","DynamoDB with version history table","Authentication provider for tracking user actions","TypeScript 4.5+ for state machine definitions"],"input_types":["Content entry object with status field","State transition request (e.g., publish, unpublish)","User context (who initiated the transition)"],"output_types":["Updated content entry with new status","Audit log entry (timestamp, user, old state, new state)","Webhook payload (if configured)"],"categories":["planning-reasoning","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github_mcp-webiny-webiny-js__cap_6","uri":"capability://code.generation.editing.page.builder.with.drag.drop.admin.interface","name":"page-builder-with-drag-drop-admin-interface","description":"Provides a React-based visual page builder in the admin UI that allows non-technical users to compose pages from pre-built components (hero, grid, form, etc.) without writing code. Pages are stored as JSON component trees in DynamoDB, with a GraphQL API for CRUD operations. The builder supports component property editing, responsive preview, and custom component registration via plugins.","intents":["I want non-technical users to build landing pages without touching code","I need to offer pre-built page templates that users can customize","I want to support custom components (e.g., product carousel) in the page builder","I need to preview pages on mobile/tablet before publishing"],"best_for":["SaaS platforms offering page building to non-technical users","agencies delivering white-label website builders","teams building no-code/low-code platforms"],"limitations":["Page builder is React-only — cannot be embedded in non-React applications","Custom components must be registered at build time — no runtime component discovery","Complex component logic (e.g., dynamic data fetching) requires custom resolver hooks","Preview is client-side only — server-side rendering requires separate implementation"],"requires":["React 17+ (admin UI)","TypeScript 4.5+ for component definitions","DynamoDB for page storage","GraphQL API for page CRUD operations"],"input_types":["Component definitions (React components with property schema)","Page JSON (component tree with properties)","User interactions (drag/drop, property edits)"],"output_types":["Page JSON stored in DynamoDB","GraphQL mutations for page updates","HTML/CSS for published pages (via separate rendering service)"],"categories":["code-generation-editing","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github_mcp-webiny-webiny-js__cap_7","uri":"capability://data.processing.analysis.file.manager.with.s3.storage.abstraction","name":"file-manager-with-s3-storage-abstraction","description":"Abstracts file uploads and storage through an S3-backed file manager with a GraphQL API for CRUD operations. Files are stored in S3 with metadata (name, size, MIME type, upload timestamp) tracked in DynamoDB. The file manager supports organizing files into folders, generating signed URLs for secure downloads, and integrating with the page builder for media selection.","intents":["I want to allow users to upload images and documents to the CMS","I need to organize files into folders without managing S3 directly","I want to generate secure download links that expire after a time period","I need to track file metadata (size, upload date, uploader) for audit purposes"],"best_for":["CMS platforms requiring file upload and management","teams building media libraries for content creators","organizations with compliance requirements for file access tracking"],"limitations":["File uploads are limited by Lambda payload size (10 MB) — larger files require multipart upload","S3 storage costs scale with file size and request volume — no built-in optimization","No built-in image resizing or format conversion — requires separate image processing service","Signed URLs expire after a configured time — no permanent public URLs without CloudFront"],"requires":["AWS S3 bucket with appropriate IAM permissions","DynamoDB table for file metadata","GraphQL API for file operations","Lambda execution role with S3 and DynamoDB permissions"],"input_types":["File binary data (multipart form upload)","File metadata (name, MIME type)","Folder path (for organization)"],"output_types":["S3 object key and signed URL","File metadata (size, upload timestamp, uploader)","GraphQL mutations for file operations"],"categories":["data-processing-analysis","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github_mcp-webiny-webiny-js__cap_8","uri":"capability://automation.workflow.monorepo.build.system.with.incremental.compilation","name":"monorepo-build-system-with-incremental-compilation","description":"Manages a large TypeScript monorepo with 50+ packages using a custom build system that performs incremental compilation, caching, and bundling. The build system detects changed packages, recompiles only affected dependencies, and bundles Lambda functions with tree-shaking to minimize deployment size. Uses Rspack (Rust-based bundler) for fast builds and supports watch mode for local development.","intents":["I want to build a large monorepo without rebuilding everything on each change","I need to bundle Lambda functions efficiently with minimal size","I want fast local development with watch mode and hot reload","I need to manage dependencies across 50+ packages without version conflicts"],"best_for":["teams maintaining large TypeScript monorepos with multiple Lambda functions","organizations requiring fast build times for CI/CD pipelines","developers working on Webiny core or building large extensions"],"limitations":["Build system is tightly coupled to Webiny's monorepo structure — not easily reusable","Incremental compilation requires accurate dependency tracking — circular dependencies break caching","Watch mode rebuilds are sequential — no parallel compilation across packages","Bundle size optimization requires manual tree-shaking configuration for some packages"],"requires":["Node.js 18+ with npm or yarn","TypeScript 4.5+ for source files","Rspack bundler (included in build tools)","Sufficient disk space for build artifacts and cache"],"input_types":["TypeScript source files across monorepo packages","Build configuration (tsconfig.json, webpack config)","Package dependency declarations (package.json)"],"output_types":["Compiled JavaScript bundles","Type definition files (.d.ts)","Build cache artifacts","Lambda deployment packages"],"categories":["automation-workflow","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github_mcp-webiny-webiny-js__cap_9","uri":"capability://tool.use.integration.mcp.server.for.ai.assisted.development","name":"mcp-server-for-ai-assisted-development","description":"Exposes Webiny's CMS capabilities through an MCP (Model Context Protocol) server, allowing AI assistants (Claude, etc.) to read/write content, query the GraphQL API, and manage files programmatically. The MCP server implements standard tools (list_content, create_entry, update_entry, delete_entry, query_graphql) that map to GraphQL mutations and queries, enabling AI agents to assist with content creation, bulk operations, and CMS administration.","intents":["I want AI to help me create and manage content in bulk","I need AI to query my CMS and generate reports or summaries","I want to use Claude or another AI assistant to automate content workflows","I need AI to validate or transform content before publishing"],"best_for":["teams using AI assistants (Claude, ChatGPT) for content management","content creators wanting AI-assisted bulk operations","developers building AI agents that interact with Webiny CMS"],"limitations":["MCP server requires authentication token — no built-in OAuth flow for AI assistants","Tool calls are synchronous — long-running operations (bulk imports) may timeout","No streaming support for large result sets — queries must fit in memory","AI context window limits the amount of content metadata that can be provided"],"requires":["Webiny GraphQL API endpoint and authentication credentials","MCP-compatible AI assistant (Claude 3.5+, or custom MCP client)","Network access from AI assistant to Webiny API","Understanding of MCP tool definitions and JSON-RPC protocol"],"input_types":["MCP tool calls (JSON-RPC format)","GraphQL query/mutation strings","Content data (JSON)"],"output_types":["Tool results (JSON)","GraphQL response data","Error messages with context"],"categories":["tool-use-integration","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":53,"verified":false,"data_access_risk":"high","permissions":["AWS Lambda runtime (Node.js 18+)","DynamoDB table provisioning or on-demand billing","TypeScript 4.5+ for content model definitions","Pulumi 3.0+ for infrastructure-as-code deployment","Authentication provider (Cognito, Auth0, Okta, or custom JWT)","Tenant identifier embedded in JWT claims or request context","DynamoDB with on-demand or provisioned capacity","TypeScript 4.5+ for permission rule definitions","Authentication provider account (Cognito, Auth0, Okta, or custom OIDC)","Provider credentials (client ID, client secret, issuer URL)"],"failure_modes":["GraphQL schema generation is compile-time only — runtime schema changes require redeployment","Complex nested queries may hit Lambda cold-start latency (100-500ms initial invocation)","Elasticsearch integration adds ~50-200ms latency for full-text search queries vs simple DynamoDB lookups","No built-in subscription support — real-time updates require separate WebSocket infrastructure","Tenant context must be extracted from JWT or authentication header — no automatic detection","Cross-tenant queries or bulk operations require explicit permission checks in custom hooks","DynamoDB query filtering adds ~10-50ms per operation vs pre-filtered indexes","No built-in tenant-to-tenant data sharing — requires custom resolver logic","Custom authentication adapters must implement the standard interface — no automatic provider detection","Token validation is synchronous — no caching of token validation results","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.6317987510579568,"quality":0.5,"ecosystem":0.6000000000000001,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.3,"quality":0.2,"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":"2026-05-24T12:16:22.065Z","last_scraped_at":"2026-05-03T14:23:31.492Z","last_commit":"2026-05-03T08:48:13Z"},"community":{"stars":7970,"forks":671,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=mcp-webiny-webiny-js","compare_url":"https://unfragile.ai/compare?artifact=mcp-webiny-webiny-js"}},"signature":"P/iJ1PcPZ+uquNNWbcBho/l4Qc+pme2u7ulNJ1aeKd72znpVHlyeWn7UFtmyi6+yCElNo3/mBqPZQBqyCtwDCQ==","signedAt":"2026-06-20T08:33:40.805Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/mcp-webiny-webiny-js","artifact":"https://unfragile.ai/mcp-webiny-webiny-js","verify":"https://unfragile.ai/api/v1/verify?slug=mcp-webiny-webiny-js","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"}}