{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-smithery","slug":"smithery","name":"Smithery","type":"mcp","url":"https://smithery.ai/","page_url":"https://unfragile.ai/smithery","categories":["mcp-servers"],"tags":[],"pricing":{"model":"unknown","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-smithery__cap_0","uri":"capability://search.retrieval.mcp.server.discovery.and.registry.search","name":"mcp server discovery and registry search","description":"Smithery maintains a curated registry of Model Context Protocol (MCP) servers indexed by capability, language, and use case. Users can search and filter servers by functionality (e.g., 'database access', 'file operations', 'API integration') to find compatible tools for their LLM agent architecture. The registry likely uses metadata tagging and semantic search to match user queries against server descriptions and capabilities.","intents":["Find an MCP server that provides database connectivity for my Claude agent","Discover what file system tools are available in the MCP ecosystem","Search for servers that integrate with specific APIs or services","Browse all available MCP servers to understand the ecosystem landscape"],"best_for":["LLM application developers building agents with tool access","Teams evaluating MCP as a tool-calling standard","Developers migrating from proprietary function-calling to MCP"],"limitations":["Registry completeness depends on community contributions and maintainer curation","No real-time validation that listed servers are functional or maintained","Search relevance depends on quality of server metadata and descriptions"],"requires":["Web browser access to Smithery.ai","Basic understanding of MCP protocol and use cases"],"input_types":["text search queries","filter parameters (language, category, use case)"],"output_types":["structured server listings with metadata","server documentation links","installation/integration instructions"],"categories":["search-retrieval","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-smithery__cap_1","uri":"capability://memory.knowledge.server.metadata.and.capability.documentation.aggregation","name":"server metadata and capability documentation aggregation","description":"Smithery aggregates standardized metadata from MCP servers including supported operations, input/output schemas, authentication requirements, and integration examples. This metadata is normalized and presented in a consistent format across all registry entries, enabling developers to quickly understand what each server can do without reading individual documentation.","intents":["Understand what operations a specific MCP server supports before integrating it","Compare capabilities across multiple servers to choose the best fit","Find authentication and configuration requirements for a server","Access code examples showing how to use a server in an agent"],"best_for":["Developers evaluating multiple MCP servers for a specific use case","Teams standardizing on MCP and needing quick capability overviews","Non-technical stakeholders reviewing available integrations"],"limitations":["Metadata quality depends on server maintainers providing accurate descriptions","No automated schema validation — outdated or incorrect specs may persist","Examples and documentation may lag behind server updates"],"requires":["Server maintainers to submit or update metadata in Smithery","Standardized metadata format (likely JSON schema or similar)"],"input_types":["server metadata (JSON schemas, capability lists, auth specs)"],"output_types":["normalized capability documentation","schema definitions","integration examples","configuration guides"],"categories":["memory-knowledge","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-smithery__cap_2","uri":"capability://search.retrieval.server.categorization.and.taxonomy.based.filtering","name":"server categorization and taxonomy-based filtering","description":"Smithery organizes MCP servers into semantic categories (e.g., 'databases', 'file systems', 'APIs', 'productivity tools') and allows filtering by use case, language, and integration type. The taxonomy likely uses both manual curation and automated tagging to classify servers, enabling users to browse by domain rather than searching by name.","intents":["Browse all database-related MCP servers to find one that supports my specific database","Filter servers by programming language or framework compatibility","Find productivity tool integrations (Slack, email, calendar, etc.)","Discover servers by use case category (e.g., 'data processing', 'content generation')"],"best_for":["Developers exploring the MCP ecosystem without a specific server in mind","Teams building multi-tool agents and needing category-based discovery","Product managers evaluating MCP integration breadth"],"limitations":["Taxonomy design choices may not align with all use cases or domains","Servers spanning multiple categories may be under-discoverable in some categories","Category definitions and boundaries may be ambiguous or subjective"],"requires":["Consistent server categorization by maintainers or curators","Web UI supporting faceted filtering"],"input_types":["category/filter selections","multi-select filter combinations"],"output_types":["filtered server lists","category-specific server recommendations"],"categories":["search-retrieval","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-smithery__cap_3","uri":"capability://tool.use.integration.server.installation.and.integration.guidance","name":"server installation and integration guidance","description":"Smithery provides standardized installation instructions and integration patterns for each MCP server, including setup commands, configuration examples, and common pitfalls. This guidance is likely templated and customized per server, reducing friction for developers integrating servers into their agent environments.","intents":["Get step-by-step instructions to install and configure an MCP server","Find example code showing how to connect a server to my LLM agent framework","Understand authentication and credential setup for a server","Troubleshoot common integration issues"],"best_for":["Developers new to MCP integrating their first servers","Teams standardizing MCP setup across multiple projects","Non-technical users following guided integration workflows"],"limitations":["Instructions may become outdated as servers evolve","Troubleshooting guidance is limited to common issues; edge cases require server maintainer support","Integration examples may not cover all agent frameworks or LLM platforms"],"requires":["Server maintainers to provide installation and integration documentation","Smithery to maintain and update guidance as servers evolve"],"input_types":["server selection","agent framework/platform selection"],"output_types":["installation commands","configuration examples","code snippets","troubleshooting guides"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-smithery__cap_4","uri":"capability://search.retrieval.server.rating.and.community.feedback.aggregation","name":"server rating and community feedback aggregation","description":"Smithery likely aggregates user ratings, reviews, and feedback on MCP servers to help developers assess reliability, maintenance status, and real-world usability. This social proof mechanism surfaces well-maintained, production-ready servers and flags abandoned or problematic ones based on community experience.","intents":["Check if an MCP server is actively maintained and reliable before integrating it","Read user reviews to understand real-world performance and limitations","Identify which servers are production-ready vs experimental","Find alternatives to servers with poor community feedback"],"best_for":["Teams evaluating MCP servers for production use","Risk-averse organizations needing reliability signals","Developers choosing between multiple similar servers"],"limitations":["Rating systems can be gamed or biased by small user bases","Feedback quality depends on community engagement and review moderation","Ratings may lag behind server updates or maintenance changes","Unknown — insufficient data on whether Smithery implements ratings/reviews"],"requires":["Community participation in rating and review systems","Moderation to prevent spam or biased feedback"],"input_types":["user ratings and reviews","server metadata (maintenance status, last update date)"],"output_types":["aggregated ratings and scores","review summaries","maintenance status indicators"],"categories":["search-retrieval","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":28,"verified":false,"data_access_risk":"high","permissions":["Web browser access to Smithery.ai","Basic understanding of MCP protocol and use cases","Server maintainers to submit or update metadata in Smithery","Standardized metadata format (likely JSON schema or similar)","Consistent server categorization by maintainers or curators","Web UI supporting faceted filtering","Server maintainers to provide installation and integration documentation","Smithery to maintain and update guidance as servers evolve","Community participation in rating and review systems","Moderation to prevent spam or biased feedback"],"failure_modes":["Registry completeness depends on community contributions and maintainer curation","No real-time validation that listed servers are functional or maintained","Search relevance depends on quality of server metadata and descriptions","Metadata quality depends on server maintainers providing accurate descriptions","No automated schema validation — outdated or incorrect specs may persist","Examples and documentation may lag behind server updates","Taxonomy design choices may not align with all use cases or domains","Servers spanning multiple categories may be under-discoverable in some categories","Category definitions and boundaries may be ambiguous or subjective","Instructions may become outdated as servers evolve","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.35,"ecosystem":0.25,"match_graph":0.25,"freshness":0.75,"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":"2026-06-17T09:51:04.049Z","last_scraped_at":"2026-05-03T14:00:18.053Z","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=smithery","compare_url":"https://unfragile.ai/compare?artifact=smithery"}},"signature":"NJ/sfVvYHaYAxcviuUg6D4SGvwHsQ8pKwMJ51uNZg0sFWq8AXBzs5ulZjez+uwA25JSNre748fzduFyo1jewBw==","signedAt":"2026-06-19T14:51:56.012Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/smithery","artifact":"https://unfragile.ai/smithery","verify":"https://unfragile.ai/api/v1/verify?slug=smithery","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"}}