{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"smithery_jramnara-test-sky-map","slug":"jramnara-test-sky-map","name":"test-sky-map","type":"mcp","url":"https://smithery.ai/servers/jramnara/test-sky-map","page_url":"https://unfragile.ai/jramnara-test-sky-map","categories":["mcp-servers","testing-quality"],"tags":["mcp","model-context-protocol","smithery:jramnara/test-sky-map"],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"smithery_jramnara-test-sky-map__cap_0","uri":"capability://tool.use.integration.model.context.integration.for.real.time.data.retrieval","name":"model context integration for real-time data retrieval","description":"This capability allows the test-sky-map MCP server to integrate with various model contexts in real-time, enabling dynamic data retrieval based on user queries. It employs a context-aware routing mechanism that directs requests to the appropriate model endpoint, optimizing for speed and relevance. This architecture supports multiple model types and ensures that the most pertinent information is fetched efficiently, distinguishing it from static retrieval systems.","intents":["How can I retrieve real-time data from different models based on user input?","I need to integrate multiple model contexts into my application for dynamic responses.","What is the best way to ensure my application uses the most relevant model for user queries?"],"best_for":["developers building applications that require real-time model interactions"],"limitations":["Requires stable internet connection for real-time model access; latency may vary based on model response times."],"requires":["Node.js 14+","Access to the model context APIs"],"input_types":["text","structured queries"],"output_types":["text","structured data"],"categories":["tool-use-integration","real-time-data-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_jramnara-test-sky-map__cap_1","uri":"capability://automation.workflow.multi.model.orchestration.for.enhanced.functionality","name":"multi-model orchestration for enhanced functionality","description":"This capability orchestrates interactions between multiple models, allowing users to leverage the strengths of different models in a single workflow. It employs a centralized control layer that manages requests and responses, ensuring that the output from one model can seamlessly feed into another. This orchestration enables complex tasks to be completed more efficiently, setting it apart from single-model systems.","intents":["How can I combine outputs from different models to create a more comprehensive response?","What is the best way to manage interactions between multiple AI models in my application?","I need to streamline workflows that involve several models working together."],"best_for":["teams developing complex applications that require multiple AI models"],"limitations":["Increased complexity in managing model interactions; potential for higher latency due to multiple API calls."],"requires":["Node.js 14+","Access to multiple model APIs"],"input_types":["text","structured data"],"output_types":["text","structured data"],"categories":["automation-workflow","multi-model-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_jramnara-test-sky-map__cap_2","uri":"capability://data.processing.analysis.contextual.query.optimization.for.improved.accuracy","name":"contextual query optimization for improved accuracy","description":"This capability optimizes user queries by analyzing the context in which they are made, enhancing the accuracy of the responses generated. It uses natural language processing techniques to parse and understand user intent, adjusting the query parameters sent to the models accordingly. This approach ensures that users receive the most relevant and precise information, differentiating it from basic keyword matching systems.","intents":["How can I improve the accuracy of responses based on user queries?","What techniques can I use to ensure my application understands user intent better?","I need to optimize queries to get the best results from my models."],"best_for":["developers focused on enhancing user interaction with AI models"],"limitations":["Requires robust NLP capabilities; may not perform well with highly ambiguous queries."],"requires":["Node.js 14+","NLP library for query processing"],"input_types":["text"],"output_types":["text","structured data"],"categories":["data-processing-analysis","query-optimization"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":24,"verified":false,"data_access_risk":"moderate","permissions":["Node.js 14+","Access to the model context APIs","Access to multiple model APIs","NLP library for query processing"],"failure_modes":["Requires stable internet connection for real-time model access; latency may vary based on model response times.","Increased complexity in managing model interactions; potential for higher latency due to multiple API calls.","Requires robust NLP capabilities; may not perform well with highly ambiguous queries.","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.16,"ecosystem":0.49000000000000005,"match_graph":0.25,"freshness":0.5,"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":"2026-05-24T12:16:26.914Z","last_scraped_at":"2026-05-03T15:19:39.637Z","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=jramnara-test-sky-map","compare_url":"https://unfragile.ai/compare?artifact=jramnara-test-sky-map"}},"signature":"Ju2vpKLhbqABHehC7dXAP9X8nS92f3+M714X3jyHmyPkOpMHYNQuDtDvI8arVeSAkzIwiHGmwexWaU41QLwnAA==","signedAt":"2026-06-23T02:15:51.910Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/jramnara-test-sky-map","artifact":"https://unfragile.ai/jramnara-test-sky-map","verify":"https://unfragile.ai/api/v1/verify?slug=jramnara-test-sky-map","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"}}