{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-contentful","slug":"contentful","name":"Contentful","type":"mcp","url":"https://github.com/ivo-toby/contentful-mcp","page_url":"https://unfragile.ai/contentful","categories":["mcp-servers"],"tags":[],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-contentful__cap_0","uri":"capability://tool.use.integration.contentful.content.model.introspection.and.schema.discovery","name":"contentful content model introspection and schema discovery","description":"Exposes Contentful's content type definitions and field schemas through MCP tools, allowing AI agents to programmatically discover available content models, field types, validations, and relationships without manual documentation. Implements schema caching to reduce API calls and provides structured JSON representations of content architecture for downstream tool generation.","intents":["Understand what content types and fields exist in my Contentful space before generating content","Dynamically generate tool definitions based on my actual content model without hardcoding schemas","Inspect field validations and constraints to ensure generated content meets requirements","Map relationships between content types to understand content dependencies"],"best_for":["AI agent developers building content generation workflows against Contentful","Teams using Claude or other LLMs to automate content operations","Headless CMS integrators who need dynamic schema discovery"],"limitations":["Schema caching may lag behind real-time content model changes — requires manual refresh or polling interval configuration","No support for complex nested field validation rules — returns flattened schema representation","Introspection performance degrades with >500 content types due to sequential API calls"],"requires":["Contentful API access token with read permissions on content types","MCP server runtime (Claude Desktop, Cline, or compatible MCP client)","Network connectivity to Contentful API (api.contentful.com)"],"input_types":["space_id (string)","environment_id (string, optional)"],"output_types":["JSON schema objects","structured content type definitions","field metadata with validation rules"],"categories":["tool-use-integration","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-contentful__cap_1","uri":"capability://tool.use.integration.content.entry.creation.with.field.validation.and.relationship.linking","name":"content entry creation with field validation and relationship linking","description":"Provides MCP tools to create new content entries in Contentful with full support for field types (text, rich text, assets, references), validation enforcement, and automatic relationship linking. Validates input against discovered schemas before submission and returns entry metadata including version, publication status, and API URLs for downstream operations.","intents":["Create new blog posts, product pages, or other content entries programmatically from AI-generated content","Link newly created entries to existing content via reference fields to maintain content relationships","Validate generated content against field constraints (length limits, required fields, asset types) before persisting","Batch create multiple related entries with automatic relationship resolution"],"best_for":["Content automation workflows where LLMs generate structured content (blog posts, product descriptions, FAQs)","Teams building AI-assisted editorial tools on top of Contentful","Developers integrating Contentful with multi-step content generation pipelines"],"limitations":["No built-in transaction support — partial failures in batch operations leave inconsistent state","Rich text field validation is schema-aware but does not validate embedded asset references until publish time","Circular reference detection is not implemented — agents can create invalid relationship graphs","No support for conditional field visibility or dynamic field schemas"],"requires":["Contentful API token with write permissions on entries","Content type schema already defined in Contentful space","MCP server with network access to Contentful API"],"input_types":["content_type_id (string)","fields object (dynamic based on schema)","locale (string, optional)","publish flag (boolean, optional)"],"output_types":["entry object with id, version, createdAt, updatedAt","entry URL for preview/editing","validation error details if creation fails"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-contentful__cap_2","uri":"capability://search.retrieval.content.entry.querying.and.filtering.with.full.text.search","name":"content entry querying and filtering with full-text search","description":"Exposes Contentful's content query API through MCP tools, enabling agents to search and filter entries by content type, field values, locale, and publication status. Implements query builder patterns to construct complex filters (AND/OR logic, range queries, text search) and returns paginated results with configurable field projection to reduce payload size.","intents":["Find existing content entries by title, slug, or other field values to avoid duplicates","Retrieve entries matching specific criteria (published status, date range, category) for content analysis or updates","Search for related content to link in reference fields during entry creation","List all entries of a specific content type with optional filtering and sorting"],"best_for":["AI agents that need to check for existing content before generation","Content management workflows requiring deduplication or content discovery","Teams building search-augmented content generation (RAG patterns with Contentful)"],"limitations":["Full-text search is limited to indexed fields — custom field types may not be searchable","Query performance degrades with large result sets (>10k entries) — pagination required","No support for faceted search or aggregations — returns flat entry lists only","Search index lag of up to 30 seconds after entry creation/update"],"requires":["Contentful API token with read permissions on entries","Content types already defined with searchable fields configured","MCP server with network access to Contentful API"],"input_types":["content_type_id (string, optional)","query filters object (field, operator, value)","locale (string, optional)","limit and skip for pagination","sort order (field, direction)"],"output_types":["array of entry objects","total count of matching entries","pagination metadata (limit, skip, hasMore)"],"categories":["search-retrieval","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-contentful__cap_3","uri":"capability://tool.use.integration.content.entry.updates.with.conflict.detection.and.versioning","name":"content entry updates with conflict detection and versioning","description":"Enables agents to update existing content entries with field modifications, asset replacements, and metadata changes. Implements optimistic locking via version numbers to detect concurrent edits and prevent overwriting changes made by other users. Returns detailed change summaries and version history metadata for audit trails.","intents":["Modify existing content entries (e.g., update descriptions, fix typos, refresh metadata)","Replace or update asset references in entries without recreating the entire entry","Detect and handle conflicts when multiple agents or users edit the same entry simultaneously","Track content changes with version history for compliance and rollback scenarios"],"best_for":["Content editing workflows where agents refine or enhance existing content","Multi-agent systems where concurrent edits are possible","Teams requiring audit trails and version control for content changes"],"limitations":["Optimistic locking requires agents to track version numbers — no automatic retry on conflict","No support for partial field updates — entire entry must be re-submitted","Version history is immutable but not queryable through MCP — requires Contentful UI or separate API calls","Concurrent edit conflicts return error without merge suggestions"],"requires":["Contentful API token with write permissions on entries","Current entry version number (obtained from prior read or query)","MCP server with network access to Contentful API"],"input_types":["entry_id (string)","content_type_id (string)","fields object with updated values","version number (integer)","locale (string, optional)"],"output_types":["updated entry object with new version number","change summary (fields modified)","conflict error if version mismatch detected"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-contentful__cap_4","uri":"capability://tool.use.integration.asset.management.and.media.file.uploads","name":"asset management and media file uploads","description":"Provides MCP tools to upload media files (images, documents, videos) to Contentful's asset management system and link them to content entries. Handles file type validation, size constraints, and automatic processing (image optimization, video transcoding). Returns asset metadata including URLs, dimensions, and processing status for use in content references.","intents":["Upload generated or provided images and documents to Contentful for use in content entries","Link assets to content entries via asset reference fields","Validate file types and sizes before upload to avoid failed submissions","Retrieve asset metadata (URLs, dimensions, MIME types) for content generation"],"best_for":["Content generation workflows that produce or reference media files","Teams building AI-assisted editorial tools with image/document handling","Developers integrating external media sources with Contentful"],"limitations":["File size limits enforced by Contentful (typically 256MB per file) — large media requires chunking or external CDN","Asset processing is asynchronous — agents cannot immediately use processed variants","No built-in image optimization or format conversion — relies on Contentful's processing pipeline","Asset deletion is not supported through MCP (requires Contentful UI or separate API call)"],"requires":["Contentful API token with write permissions on assets","File content as binary or base64-encoded string","MCP server with network access to Contentful API"],"input_types":["file content (binary or base64)","filename (string)","MIME type (string, optional)","asset metadata (title, description, optional)"],"output_types":["asset object with id, URL, and metadata","processing status (pending, processing, ready)","asset dimensions and file size"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-contentful__cap_5","uri":"capability://automation.workflow.content.publication.and.workflow.state.management","name":"content publication and workflow state management","description":"Enables agents to publish entries, manage workflow states (draft, scheduled, published), and control visibility across locales. Implements state machine validation to ensure only valid transitions are allowed and provides scheduling support for time-based publication. Returns publication metadata including publish dates, locale coverage, and workflow status.","intents":["Publish created or updated content entries to make them visible to end users","Schedule content publication for future dates without manual intervention","Manage content workflow states (draft, review, published) for editorial processes","Control content visibility across different locales and environments"],"best_for":["Automated content publishing workflows (blog posts, product updates, announcements)","Teams with scheduled content calendars and editorial workflows","Multi-locale content management requiring coordinated publication"],"limitations":["Workflow state transitions are not customizable through MCP — limited to Contentful's default states","Scheduled publication requires Contentful's scheduled actions feature — not all plans support this","No support for conditional publication (e.g., publish only if related entries are published)","Unpublishing is not supported through MCP — requires Contentful UI or separate API call"],"requires":["Contentful API token with publish permissions on entries","Entry must be in valid state for publication (all required fields populated)","MCP server with network access to Contentful API"],"input_types":["entry_id (string)","publish_action (publish, unpublish, schedule)","scheduled_date (ISO 8601 timestamp, optional)","locale (string, optional)"],"output_types":["updated entry object with publication status","publish date and scheduled status","locale-specific publication metadata"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-contentful__cap_6","uri":"capability://tool.use.integration.localization.and.multi.language.content.management","name":"localization and multi-language content management","description":"Provides MCP tools to manage content across multiple locales, including creating locale-specific variants, copying content between locales, and querying locale-specific entries. Implements locale fallback logic to handle missing translations and provides metadata about locale coverage for each entry.","intents":["Create or update content in multiple languages without separate API calls per locale","Copy content from one locale to another as a translation base","Query entries in specific locales or retrieve all available locale variants","Manage locale-specific metadata (publication status, asset variants)"],"best_for":["Global content teams managing multi-language sites or apps","AI-assisted translation workflows where agents generate or refine localized content","Teams using Contentful's locale fallback feature for partial translations"],"limitations":["No built-in translation — agents must provide translated content or use external translation APIs","Locale fallback behavior is configured at space level — not customizable per entry","Copying content between locales does not automatically translate — creates duplicate source content","Locale-specific asset variants are not supported — assets are shared across locales"],"requires":["Contentful space with multiple locales configured","Contentful API token with write permissions on entries","MCP server with network access to Contentful API"],"input_types":["entry_id (string)","locale (string)","fields object (locale-specific content)","source_locale (string, optional, for copying)"],"output_types":["locale-specific entry object","locale coverage metadata","fallback locale information"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-contentful__cap_7","uri":"capability://automation.workflow.content.deletion.and.cleanup.operations","name":"content deletion and cleanup operations","description":"Enables agents to delete content entries and manage cleanup of orphaned or deprecated content. Implements reference checking to warn about dependent content before deletion and provides soft-delete options (unpublish) for reversible removal. Returns deletion confirmation and impact analysis.","intents":["Delete outdated or deprecated content entries to maintain content freshness","Clean up duplicate or erroneous entries created during content generation","Unpublish content without permanent deletion for reversible removal","Identify and warn about entries that reference content being deleted"],"best_for":["Content maintenance workflows requiring periodic cleanup","Agents that need to correct mistakes (duplicate entries, malformed content)","Teams managing content lifecycle with deprecation and archival processes"],"limitations":["Deletion is permanent — no built-in recovery except through Contentful's backup/restore","Reference checking is not implemented — agents cannot automatically identify dependent entries","No cascade delete — entries referencing deleted content will have broken references","Soft delete (unpublish) does not remove entry from API — only hides from published content"],"requires":["Contentful API token with delete permissions on entries","Entry must not be referenced by other entries (manual verification required)","MCP server with network access to Contentful API"],"input_types":["entry_id (string)","delete_action (delete, unpublish)","force flag (boolean, optional, to skip reference checking)"],"output_types":["deletion confirmation","reference warnings (if applicable)","impact analysis (entries affected)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-contentful__cap_8","uri":"capability://tool.use.integration.content.preview.and.draft.management","name":"content preview and draft management","description":"Provides MCP tools to generate preview URLs for draft entries, retrieve unpublished content, and manage draft versions. Implements preview token generation for secure access to draft content and returns preview metadata including draft status, last modified time, and preview URL validity.","intents":["Generate preview URLs for draft content to review before publication","Retrieve draft entries for editing or analysis without publishing","Manage multiple draft versions of the same entry","Share draft content with reviewers via secure preview links"],"best_for":["Editorial workflows where agents generate content for human review before publication","Teams using Contentful's preview API for content staging","Developers building preview/staging environments for content"],"limitations":["Preview tokens have configurable expiration — agents must handle token refresh","Preview URLs are environment-specific — staging and production require separate tokens","No support for preview comments or annotations — review feedback must be external","Draft versions are not explicitly versioned — only latest draft is accessible"],"requires":["Contentful API token with preview access","Preview API enabled on Contentful space","MCP server with network access to Contentful API"],"input_types":["entry_id (string)","preview_token (string, optional)","locale (string, optional)"],"output_types":["preview URL (string)","draft entry object","preview token metadata (expiration, validity)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":29,"verified":false,"data_access_risk":"high","permissions":["Contentful API access token with read permissions on content types","MCP server runtime (Claude Desktop, Cline, or compatible MCP client)","Network connectivity to Contentful API (api.contentful.com)","Contentful API token with write permissions on entries","Content type schema already defined in Contentful space","MCP server with network access to Contentful API","Contentful API token with read permissions on entries","Content types already defined with searchable fields configured","Current entry version number (obtained from prior read or query)","Contentful API token with write permissions on assets"],"failure_modes":["Schema caching may lag behind real-time content model changes — requires manual refresh or polling interval configuration","No support for complex nested field validation rules — returns flattened schema representation","Introspection performance degrades with >500 content types due to sequential API calls","No built-in transaction support — partial failures in batch operations leave inconsistent state","Rich text field validation is schema-aware but does not validate embedded asset references until publish time","Circular reference detection is not implemented — agents can create invalid relationship graphs","No support for conditional field visibility or dynamic field schemas","Full-text search is limited to indexed fields — custom field types may not be searchable","Query performance degrades with large result sets (>10k entries) — pagination required","No support for faceted search or aggregations — returns flat entry lists only","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.28,"ecosystem":0.3,"match_graph":0.25,"freshness":0.9,"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":"2026-05-24T12:16:19.837Z","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=contentful","compare_url":"https://unfragile.ai/compare?artifact=contentful"}},"signature":"f2LSMM++zxS6YT2LnRU+ZB372jW95w2xng82RUYqCvpUEig+U5B2N28VnCH6en0+0yofsPWGRP2TepknOtZ6AA==","signedAt":"2026-06-15T19:26:54.133Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/contentful","artifact":"https://unfragile.ai/contentful","verify":"https://unfragile.ai/api/v1/verify?slug=contentful","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"}}