{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"smithery_deeppath-ai-mcp-system-infra","slug":"deeppath-ai-mcp-system-infra","name":"Intelligent Architecture Recommendation Engine","type":"mcp","url":"https://smithery.ai/servers/deeppath-ai/mcp-system-infra","page_url":"https://unfragile.ai/deeppath-ai-mcp-system-infra","categories":["mcp-servers"],"tags":["mcp","model-context-protocol","smithery:deeppath-ai/mcp-system-infra"],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"smithery_deeppath-ai-mcp-system-infra__cap_0","uri":"capability://planning.reasoning.automated.architecture.recommendation.generation","name":"automated architecture recommendation generation","description":"This capability analyzes user-defined business parameters such as queries per second (QPS), concurrent users, database types, and AI model sizes to generate tailored system architecture recommendations. It employs a rule-based engine that maps these parameters to optimal resource allocations and middleware combinations, leveraging a decision tree approach to ensure scalability and reliability in the suggested architectures. The output includes detailed deployment strategies and exportable architecture diagrams, making it distinct in its comprehensive approach to infrastructure planning.","intents":["How can I get a tailored architecture recommendation for my application based on user load?","What is the optimal resource allocation for my specific AI model size?","Can I receive a deployment strategy that fits my business parameters?"],"best_for":["system architects designing scalable infrastructures","devops teams optimizing resource allocation"],"limitations":["Recommendations are based solely on input parameters and may not account for unforeseen operational challenges.","Limited to predefined architecture patterns and may not support custom configurations."],"requires":["Node.js 14+","Access to the recommendation engine API"],"input_types":["structured data (JSON)"],"output_types":["structured data (architecture diagrams, resource allocation plans)"],"categories":["planning-reasoning","infrastructure-design"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_deeppath-ai-mcp-system-infra__cap_1","uri":"capability://data.processing.analysis.exportable.architecture.diagram.generation","name":"exportable architecture diagram generation","description":"This capability creates visual architecture diagrams based on the generated recommendations, using a diagramming library that translates structured data into graphical representations. It supports various output formats such as SVG and PNG, allowing users to easily share and integrate these diagrams into documentation or presentations. The integration with popular diagramming tools enhances its usability, making it a unique feature of this engine.","intents":["Can I export the architecture recommendations into a visual diagram?","What formats are available for the architecture diagrams?","How can I integrate the generated diagrams into my project documentation?"],"best_for":["project managers needing visual aids for presentations","developers documenting system architectures"],"limitations":["Diagrams may lack detailed annotations unless specified in the input parameters.","Limited to predefined styles and layouts."],"requires":["Access to the diagramming library","Node.js 14+"],"input_types":["structured data (architecture recommendations)"],"output_types":["image (SVG, PNG)"],"categories":["data-processing-analysis","visualization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_deeppath-ai-mcp-system-infra__cap_2","uri":"capability://planning.reasoning.middleware.combination.optimization","name":"middleware combination optimization","description":"This capability evaluates various middleware options based on the architecture recommendations and user parameters to suggest optimal combinations for performance and scalability. It uses a scoring algorithm that considers factors like latency, throughput, and compatibility with the chosen database and AI model, ensuring that the recommended middleware stack aligns with the overall architecture goals.","intents":["What middleware should I use for my specific architecture?","How can I optimize middleware combinations for better performance?","Can I get recommendations for middleware that fits my database type?"],"best_for":["backend developers selecting middleware solutions","system architects designing performant systems"],"limitations":["Recommendations are based on existing middleware options and may not include emerging technologies.","Performance metrics are estimates and may vary in production environments."],"requires":["Access to middleware databases","Node.js 14+"],"input_types":["structured data (JSON)"],"output_types":["structured data (middleware recommendations)"],"categories":["planning-reasoning","performance-optimization"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":34,"verified":false,"data_access_risk":"high","permissions":["Node.js 14+","Access to the recommendation engine API","Access to the diagramming library","Access to middleware databases"],"failure_modes":["Recommendations are based solely on input parameters and may not account for unforeseen operational challenges.","Limited to predefined architecture patterns and may not support custom configurations.","Diagrams may lack detailed annotations unless specified in the input parameters.","Limited to predefined styles and layouts.","Recommendations are based on existing middleware options and may not include emerging technologies.","Performance metrics are estimates and may vary in production environments.","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.41,"ecosystem":0.38999999999999996,"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":"2026-05-24T12:16:26.345Z","last_scraped_at":"2026-05-03T15:19:25.720Z","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=deeppath-ai-mcp-system-infra","compare_url":"https://unfragile.ai/compare?artifact=deeppath-ai-mcp-system-infra"}},"signature":"DGTNvBhjsLAIOFl3iJWwfYoVm4V+tqPMSmP5EcPEAQkA9NSAwdo3kYK8nG0/A7Q5rcG8CDR5yO1g38SpyuQVBg==","signedAt":"2026-06-16T02:05:33.327Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/deeppath-ai-mcp-system-infra","artifact":"https://unfragile.ai/deeppath-ai-mcp-system-infra","verify":"https://unfragile.ai/api/v1/verify?slug=deeppath-ai-mcp-system-infra","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"}}