{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"smithery_krukovsasa99-serena","slug":"krukovsasa99-serena","name":"serena","type":"mcp","url":"https://smithery.ai/servers/krukovsasa99/serena","page_url":"https://unfragile.ai/krukovsasa99-serena","categories":["mcp-servers"],"tags":["mcp","model-context-protocol","smithery:krukovsasa99/serena"],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"smithery_krukovsasa99-serena__cap_0","uri":"capability://tool.use.integration.multi.provider.model.integration","name":"multi-provider model integration","description":"Serena supports integration with multiple AI models by utilizing a flexible model-context-protocol (MCP) architecture. This allows developers to seamlessly switch between different AI providers based on their specific needs, leveraging a unified interface that abstracts the underlying complexities of each model's API. The architecture is designed to facilitate easy addition of new models without significant code changes, promoting extensibility and adaptability.","intents":["How can I integrate multiple AI models into my application?","What is the best way to switch between different AI providers dynamically?","Can I easily add new AI models to my existing setup?"],"best_for":["developers building applications that require flexibility in AI model selection"],"limitations":["Performance may vary depending on the model used; some models may have slower response times."],"requires":["Node.js 14+","Access to the respective AI model APIs"],"input_types":["text","structured data"],"output_types":["text","structured data"],"categories":["tool-use-integration","mcp-servers"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_krukovsasa99-serena__cap_1","uri":"capability://memory.knowledge.contextual.data.management","name":"contextual data management","description":"Serena implements a context management system that retains and utilizes conversation history and user inputs to enhance the relevance of AI responses. This is achieved through a structured context storage mechanism that organizes data efficiently, allowing for quick retrieval and updates as new information is processed. The design ensures that context is maintained across sessions, improving user experience and interaction quality.","intents":["How can I maintain context across multiple interactions with users?","What is the best way to store and retrieve conversation history?","Can I ensure that my AI responses are relevant to previous interactions?"],"best_for":["developers creating conversational agents or chatbots"],"limitations":["Context storage is limited to the session duration unless explicitly saved externally."],"requires":["Database or external storage solution for persistent context"],"input_types":["text"],"output_types":["text"],"categories":["memory-knowledge","context-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_krukovsasa99-serena__cap_2","uri":"capability://automation.workflow.api.orchestration.for.multi.step.workflows","name":"api orchestration for multi-step workflows","description":"Serena enables the orchestration of complex workflows by integrating multiple API calls into a single cohesive process. This is facilitated through a defined workflow engine that allows developers to specify sequences of actions, handle dependencies, and manage error states effectively. The architecture supports asynchronous processing, enabling efficient execution of long-running tasks without blocking the main application flow.","intents":["How can I orchestrate multiple API calls in a single workflow?","What is the best way to manage dependencies between different API calls?","Can I handle errors gracefully in a multi-step process?"],"best_for":["teams building complex applications that require multi-step API interactions"],"limitations":["Asynchronous processing may introduce complexity in error handling and state management."],"requires":["Node.js 14+","Access to the APIs being orchestrated"],"input_types":["text","structured data"],"output_types":["text","structured data"],"categories":["automation-workflow","api-orchestration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":23,"verified":false,"data_access_risk":"high","permissions":["Node.js 14+","Access to the respective AI model APIs","Database or external storage solution for persistent context","Access to the APIs being orchestrated"],"failure_modes":["Performance may vary depending on the model used; some models may have slower response times.","Context storage is limited to the session duration unless explicitly saved externally.","Asynchronous processing may introduce complexity in error handling and state management.","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":"2026-05-03T15:19:24.052Z","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=krukovsasa99-serena","compare_url":"https://unfragile.ai/compare?artifact=krukovsasa99-serena"}},"signature":"8h0ushaYGh7pheVGmuHhEyNosNCsOrpH7MqLnHBRehWGBhKiun5xzTLru/EBFhz1qls+99hVk2jxALQ9rFfyDg==","signedAt":"2026-07-08T15:41:38.110Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/krukovsasa99-serena","artifact":"https://unfragile.ai/krukovsasa99-serena","verify":"https://unfragile.ai/api/v1/verify?slug=krukovsasa99-serena","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"}}