{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"smithery_sayand-growwmcp","slug":"sayand-growwmcp","name":"growwmcp","type":"mcp","url":"https://smithery.ai/servers/sayand/growwmcp","page_url":"https://unfragile.ai/sayand-growwmcp","categories":["mcp-servers"],"tags":["mcp","model-context-protocol","smithery:sayand/growwmcp"],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"smithery_sayand-growwmcp__cap_0","uri":"capability://tool.use.integration.schema.based.function.calling.with.multi.provider.support","name":"schema-based function calling with multi-provider support","description":"This capability allows users to define and call functions using a schema-based approach that integrates seamlessly with multiple providers. It leverages a flexible function registry that can adapt to different APIs, enabling users to switch between providers like OpenAI and Anthropic without changing their codebase. This design choice enhances interoperability and reduces the friction of integrating various AI models into workflows.","intents":["How can I easily switch between different AI providers in my application?","I want to define functions in a consistent way that works across multiple APIs.","How can I manage API calls to different models without rewriting code?"],"best_for":["developers building applications that require multiple AI model integrations"],"limitations":["Requires manual configuration of function schemas for each provider, which can be time-consuming."],"requires":["Node.js 18+","API keys for the respective AI providers"],"input_types":["structured data"],"output_types":["structured data","text"],"categories":["tool-use-integration","api orchestration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_sayand-growwmcp__cap_1","uri":"capability://memory.knowledge.contextual.model.management","name":"contextual model management","description":"This capability manages the context for various models dynamically, allowing users to maintain state across interactions. It employs a context management system that tracks user inputs and model outputs, ensuring that subsequent calls can leverage previous interactions effectively. This is particularly useful for applications that require continuity in conversations or tasks.","intents":["How can I maintain context across multiple interactions with an AI model?","I need to ensure my application remembers previous user inputs.","What is the best way to manage state in a multi-turn conversation?"],"best_for":["developers creating conversational agents or interactive applications"],"limitations":["Context management can introduce latency if not optimized properly."],"requires":["Node.js 18+","In-memory or external state store"],"input_types":["text","structured data"],"output_types":["text","structured data"],"categories":["memory-knowledge","context management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_sayand-growwmcp__cap_2","uri":"capability://tool.use.integration.dynamic.api.orchestration","name":"dynamic api orchestration","description":"This capability facilitates the orchestration of multiple API calls in a dynamic manner, allowing users to define workflows that can adapt based on the responses from various services. It utilizes a rule-based engine that evaluates conditions and determines the next steps in the workflow, enabling complex interactions without hardcoding paths.","intents":["How can I create workflows that adapt based on API responses?","I want to orchestrate multiple API calls without hardcoding the logic.","What is the best way to manage complex interactions with various services?"],"best_for":["developers building complex applications that require multiple API interactions"],"limitations":["May require additional overhead in defining rules and conditions."],"requires":["Node.js 18+","Access to the APIs being orchestrated"],"input_types":["structured data"],"output_types":["structured data","text"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_sayand-growwmcp__cap_3","uri":"capability://tool.use.integration.real.time.error.handling","name":"real-time error handling","description":"This capability provides real-time error handling for API calls, allowing users to define custom error responses and fallback mechanisms. It employs a monitoring system that tracks API call statuses and triggers predefined actions based on the type of error encountered, ensuring that applications can gracefully handle failures.","intents":["How can I manage errors from API calls in real-time?","I need to define fallback mechanisms for when an API fails.","What is the best way to ensure my application remains stable during API outages?"],"best_for":["developers looking to build resilient applications that interact with external APIs"],"limitations":["Requires careful planning of error handling strategies, which can increase complexity."],"requires":["Node.js 18+","Access to the APIs being monitored"],"input_types":["structured data"],"output_types":["structured data","text"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":23,"verified":false,"data_access_risk":"moderate","permissions":["Node.js 18+","API keys for the respective AI providers","In-memory or external state store","Access to the APIs being orchestrated","Access to the APIs being monitored"],"failure_modes":["Requires manual configuration of function schemas for each provider, which can be time-consuming.","Context management can introduce latency if not optimized properly.","May require additional overhead in defining rules and conditions.","Requires careful planning of error handling strategies, which can increase complexity.","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.18,"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":"2026-05-24T12:16:28.138Z","last_scraped_at":"2026-05-03T15:19:25.721Z","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=sayand-growwmcp","compare_url":"https://unfragile.ai/compare?artifact=sayand-growwmcp"}},"signature":"O09p3BVck9/Khe/E2j3aLpVW0tvCx/H5U0CF6l6pc/IWuvL6r+1mtlGL4wo424oSs+4mVm2a5LFRA/M7ttS9Aw==","signedAt":"2026-06-22T13:59:21.837Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/sayand-growwmcp","artifact":"https://unfragile.ai/sayand-growwmcp","verify":"https://unfragile.ai/api/v1/verify?slug=sayand-growwmcp","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"}}