{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"smithery_karnavals-karnavals","slug":"karnavals-karnavals","name":"karnavals","type":"mcp","url":"https://smithery.ai/servers/karnavals/karnavals","page_url":"https://unfragile.ai/karnavals-karnavals","categories":["mcp-servers"],"tags":["mcp","model-context-protocol","smithery:karnavals/karnavals"],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"smithery_karnavals-karnavals__cap_0","uri":"capability://tool.use.integration.schema.based.function.orchestration","name":"schema-based function orchestration","description":"Karnavals uses a schema-based approach for orchestrating functions across multiple models, enabling seamless integration with various APIs and services. This architecture allows developers to define function signatures and expected inputs/outputs in a structured format, facilitating easier debugging and maintenance. By leveraging the Model Context Protocol (MCP), it ensures that context is preserved across function calls, enhancing the overall efficiency of multi-step workflows.","intents":["How can I integrate multiple AI models into a single workflow?","What is the best way to define and manage function calls across different services?","How do I ensure context is maintained during complex API interactions?"],"best_for":["developers building complex AI workflows that require multiple model integrations"],"limitations":["Requires a well-defined schema for function calls, which may add complexity for simple tasks"],"requires":["Node.js 14+","MCP-compatible models"],"input_types":["structured data","API requests"],"output_types":["structured data","API responses"],"categories":["tool-use-integration","workflow-automation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_karnavals-karnavals__cap_1","uri":"capability://memory.knowledge.contextual.state.management","name":"contextual state management","description":"Karnavals implements a contextual state management system that tracks the state of interactions across multiple API calls. This is achieved through a centralized context store that retains relevant information, allowing developers to access and manipulate state data easily. The design leverages a reactive programming model to ensure that state changes are propagated to all dependent functions, enhancing responsiveness and reducing errors in multi-step processes.","intents":["How can I maintain state across multiple API calls in my application?","What is the best way to manage context in a multi-step AI workflow?","How do I ensure that my application responds correctly to user inputs over time?"],"best_for":["teams developing interactive applications that require persistent context"],"limitations":["State management can introduce latency if not optimized properly"],"requires":["Node.js 14+","MCP-compatible models"],"input_types":["text","structured data"],"output_types":["text","structured data"],"categories":["memory-knowledge","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_karnavals-karnavals__cap_2","uri":"capability://tool.use.integration.multi.provider.api.integration","name":"multi-provider api integration","description":"Karnavals supports integration with multiple AI model providers through a unified API interface. This is accomplished by abstracting the differences between various model APIs and providing a consistent method for developers to interact with them. The system employs an adapter pattern, allowing for easy addition of new providers without modifying existing code, thus promoting extensibility and flexibility.","intents":["How can I connect to different AI models without changing my application code?","What is the easiest way to switch between AI providers in my workflow?","How do I manage API calls to multiple AI services efficiently?"],"best_for":["developers looking to leverage multiple AI models in their applications"],"limitations":["Performance may vary depending on the provider's API response times"],"requires":["Node.js 14+","API keys for each model provider"],"input_types":["API requests","structured data"],"output_types":["API responses","structured data"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":23,"verified":false,"data_access_risk":"moderate","permissions":["Node.js 14+","MCP-compatible models","API keys for each model provider"],"failure_modes":["Requires a well-defined schema for function calls, which may add complexity for simple tasks","State management can introduce latency if not optimized properly","Performance may vary depending on the provider's API response times","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.16,"ecosystem":0.38999999999999996,"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":"2026-05-24T12:16:26.915Z","last_scraped_at":"2026-05-03T15:19:36.245Z","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=karnavals-karnavals","compare_url":"https://unfragile.ai/compare?artifact=karnavals-karnavals"}},"signature":"8zpDwmIbEQboMfmHjWHGZvNMwMWB2QfBqzWjFdeTyVEIj3w2+VR1qbFMMf2sCY/XfgMlt89pidRQtBb2udA5Bg==","signedAt":"2026-07-08T14:58:00.527Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/karnavals-karnavals","artifact":"https://unfragile.ai/karnavals-karnavals","verify":"https://unfragile.ai/api/v1/verify?slug=karnavals-karnavals","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"}}