{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_aspen","slug":"aspen","name":"Aspen","type":"platform","url":"https://www.getaspenai.com","page_url":"https://unfragile.ai/aspen","categories":["app-builders"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_aspen__cap_0","uri":"capability://low.code.visual.ai.app.builder","name":"visual-ai-app-builder","description":"Drag-and-drop interface for constructing generative AI web applications without writing boilerplate code. Users can visually compose components, connect LLM integrations, and define application logic through a graphical interface.","intents":["I want to build an AI app quickly without writing infrastructure code","I need a visual way to prototype AI features before committing to full development","I want to see my AI app take shape without deep technical setup"],"best_for":["developers new to AI app development","rapid prototypers","teams prioritizing speed over customization"],"limitations":["limited to pre-built component library","may not support highly custom UI requirements","visual builder abstracts away some implementation details"],"requires":["basic understanding of web app concepts","familiarity with LLM capabilities"],"input_types":["visual selections","component configurations","parameter definitions"],"output_types":["web application code","deployed application"],"categories":["low-code","web-development","ai-development"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aspen__cap_1","uri":"capability://ai.integration.llm.integration.abstraction","name":"llm-integration-abstraction","description":"Pre-built connectors and abstractions for popular LLMs (GPT, Claude) that handle authentication, API calls, and response parsing. Developers can integrate LLM capabilities without managing API credentials or request/response formatting.","intents":["I want to use GPT or Claude in my app without dealing with API complexity","I need to switch between different LLM providers without rewriting code","I want to avoid managing API keys and authentication myself"],"best_for":["developers unfamiliar with LLM APIs","teams wanting to reduce integration boilerplate","projects needing multi-LLM support"],"limitations":["limited to pre-integrated LLM providers","may not support custom or self-hosted models","abstraction layer may hide advanced LLM configuration options"],"requires":["API keys for chosen LLM providers","understanding of LLM capabilities and limitations"],"input_types":["LLM provider selection","prompt templates","configuration parameters"],"output_types":["LLM API responses","structured text output"],"categories":["ai-integration","api-abstraction","llm-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aspen__cap_10","uri":"capability://configuration.management.environment.variable.management","name":"environment-variable-management","description":"System for managing configuration variables and secrets across different deployment environments without hardcoding them. Developers can define environment-specific configurations for API keys, LLM settings, and other parameters.","intents":["I want to manage API keys and secrets securely","I need different configurations for development and production","I want to avoid hardcoding sensitive information"],"best_for":["security-conscious developers","teams with multiple environments","production applications"],"limitations":["may have limited secret rotation features","access control options may be basic","integration with external secret managers may be limited"],"requires":["understanding of environment configuration","knowledge of security best practices"],"input_types":["environment variable definitions","secret values"],"output_types":["environment configurations","deployed settings"],"categories":["configuration-management","security","devops"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aspen__cap_11","uri":"capability://monitoring.application.monitoring.and.analytics","name":"application-monitoring-and-analytics","description":"Built-in monitoring and analytics for tracking application performance, user interactions, and LLM usage metrics. Developers can view dashboards showing application health, usage patterns, and cost metrics without external tools.","intents":["I want to understand how users are interacting with my AI app","I need to track LLM API costs and usage","I want to monitor application performance and uptime"],"best_for":["teams monitoring production applications","cost-conscious developers","applications with significant LLM usage"],"limitations":["analytics depth may be limited","custom metrics may not be supported","data retention may be limited"],"requires":["application deployed on Aspen platform","understanding of metrics and analytics"],"input_types":["application events","usage data"],"output_types":["dashboards","analytics reports","metrics"],"categories":["monitoring","analytics","operations"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aspen__cap_12","uri":"capability://collaboration.version.control.integration","name":"version-control-integration","description":"Integration with Git and version control systems allowing developers to track changes to their AI applications, collaborate with team members, and manage application versions. Application code can be committed and managed like traditional software projects.","intents":["I want to version control my AI app like regular code","I need to collaborate with teammates on the same application","I want to track changes and revert to previous versions"],"best_for":["teams with multiple developers","projects requiring change tracking","collaborative development environments"],"limitations":["may not support all Git workflows","merge conflict resolution may be limited","visual component changes may be difficult to diff"],"requires":["Git knowledge","version control system access"],"input_types":["application code","commit messages"],"output_types":["version history","diff information"],"categories":["collaboration","version-control","development-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aspen__cap_13","uri":"capability://testing.testing.and.preview.environment","name":"testing-and-preview-environment","description":"Built-in testing and preview capabilities allowing developers to test applications before deployment. Developers can preview changes, test LLM integrations, and validate application behavior without affecting production.","intents":["I want to test my AI app before deploying to users","I need to preview how my app looks and behaves","I want to test different LLM prompts without affecting production"],"best_for":["quality-conscious developers","teams with testing requirements","applications with critical functionality"],"limitations":["testing coverage may be limited","automated testing features may be basic","preview environment may not perfectly match production"],"requires":["understanding of testing concepts","test case definitions"],"input_types":["test configurations","preview parameters"],"output_types":["test results","preview renders"],"categories":["testing","quality-assurance","development-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aspen__cap_2","uri":"capability://low.code.hybrid.code.visual.editing","name":"hybrid-code-visual-editing","description":"Dual-mode editing environment allowing developers to switch between visual component building and direct code editing. Developers can use the visual builder for rapid prototyping and drop into code for fine-grained control when needed.","intents":["I want to build visually but need code-level control for complex logic","I need to customize generated code without losing visual builder benefits","I want flexibility to work in whichever mode suits the current task"],"best_for":["experienced developers","teams with mixed skill levels","projects requiring both rapid prototyping and customization"],"limitations":["switching between modes may cause sync issues","visual abstractions may not perfectly map to all code patterns","requires JavaScript/TypeScript knowledge for code mode"],"requires":["JavaScript/TypeScript proficiency for code editing","understanding of both visual and code paradigms"],"input_types":["visual component selections","JavaScript/TypeScript code"],"output_types":["application code","visual component representations"],"categories":["low-code","code-editing","hybrid-development"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aspen__cap_3","uri":"capability://deployment.built.in.deployment.pipeline","name":"built-in-deployment-pipeline","description":"Automated deployment infrastructure that handles hosting, scaling, and DevOps without requiring manual configuration. Applications built in Aspen can be deployed directly from the platform with minimal additional setup.","intents":["I want to deploy my AI app without managing servers or DevOps","I need my app live quickly without infrastructure configuration","I want to avoid learning deployment tools and cloud platforms"],"best_for":["developers without DevOps experience","rapid prototyping teams","small projects and MVPs"],"limitations":["limited customization of deployment environment","potential vendor lock-in to Aspen's infrastructure","scaling options may be constrained compared to custom solutions"],"requires":["application built within Aspen platform","valid account with deployment permissions"],"input_types":["Aspen application code","deployment configuration"],"output_types":["live web application URL","deployment logs"],"categories":["deployment","devops","infrastructure"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aspen__cap_4","uri":"capability://ui.components.pre.built.component.library","name":"pre-built-component-library","description":"Collection of ready-made UI and functional components specifically designed for AI applications, including prompt inputs, response displays, and common AI workflow patterns. Components can be dragged into applications and configured without building from scratch.","intents":["I want to build AI app UIs faster using pre-made components","I need common AI interaction patterns without designing them myself","I want consistency across my AI application interfaces"],"best_for":["teams prioritizing speed over custom design","developers building standard AI workflows","projects with limited design resources"],"limitations":["limited component variety compared to general UI libraries","components may not match all design requirements","customization options may be restricted"],"requires":["familiarity with component-based development","understanding of AI application patterns"],"input_types":["component selection","configuration parameters"],"output_types":["rendered UI components","functional component instances"],"categories":["ui-components","web-development","ai-development"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aspen__cap_5","uri":"capability://security.authentication.management","name":"authentication-management","description":"Built-in user authentication and authorization system that handles login, session management, and access control without requiring custom implementation. Developers can add user authentication to their AI apps through platform features.","intents":["I need user authentication in my AI app without building it myself","I want to manage user access and permissions easily","I need secure session handling without custom code"],"best_for":["developers unfamiliar with auth implementation","rapid prototyping teams","applications requiring user management"],"limitations":["may support limited authentication methods","customization options may be restricted","potential dependency on platform's auth infrastructure"],"requires":["user management configuration","understanding of authentication concepts"],"input_types":["user credentials","authentication configuration"],"output_types":["authenticated user sessions","access tokens"],"categories":["security","authentication","user-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aspen__cap_6","uri":"capability://prompt.engineering.prompt.template.management","name":"prompt-template-management","description":"System for creating, storing, and versioning prompt templates that can be reused across the application. Developers can define parameterized prompts and manage variations without hardcoding them into application logic.","intents":["I want to manage and version my LLM prompts separately from code","I need to test different prompt variations without code changes","I want to reuse prompts across multiple parts of my application"],"best_for":["teams iterating on prompt engineering","applications with multiple LLM calls","projects requiring prompt versioning"],"limitations":["may have limited prompt complexity support","template syntax may be restrictive","version control integration may be basic"],"requires":["understanding of prompt engineering","knowledge of template syntax"],"input_types":["prompt text","parameter definitions","template variables"],"output_types":["parameterized prompts","prompt versions"],"categories":["prompt-engineering","ai-development","configuration-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aspen__cap_7","uri":"capability://state.management.data.binding.and.state.management","name":"data-binding-and-state-management","description":"Framework for connecting UI components to application state and data sources, enabling reactive updates without manual state synchronization. Developers can bind components to data and define how changes propagate through the application.","intents":["I want my UI to automatically update when data changes","I need to manage application state without complex code","I want to bind form inputs to LLM outputs seamlessly"],"best_for":["developers building interactive AI applications","teams wanting reactive UI patterns","rapid prototyping projects"],"limitations":["may not support complex state patterns","performance implications for large datasets","debugging state issues may be difficult"],"requires":["understanding of reactive programming concepts","knowledge of data binding patterns"],"input_types":["component definitions","data source configurations","binding rules"],"output_types":["reactive UI updates","state change events"],"categories":["state-management","web-development","reactive-programming"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aspen__cap_8","uri":"capability://api.integration.api.integration.builder","name":"api-integration-builder","description":"Tool for connecting external APIs and data sources to AI applications without writing integration code. Developers can configure API endpoints, handle authentication, and map responses to application components.","intents":["I want to connect my AI app to external APIs without custom code","I need to fetch data from multiple sources and combine them","I want to integrate with third-party services easily"],"best_for":["developers building data-driven AI apps","teams integrating with multiple services","rapid prototyping projects"],"limitations":["may not support complex API patterns","limited support for custom authentication methods","error handling options may be basic"],"requires":["API documentation","understanding of REST/GraphQL concepts"],"input_types":["API endpoint URLs","authentication credentials","request parameters"],"output_types":["API responses","mapped data structures"],"categories":["api-integration","data-integration","web-development"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aspen__cap_9","uri":"capability://debugging.error.handling.and.logging","name":"error-handling-and-logging","description":"Built-in system for capturing, logging, and handling errors in AI applications. Developers can configure error handling rules and access logs for debugging without implementing custom logging infrastructure.","intents":["I want to see what's going wrong in my AI app without custom logging","I need to handle LLM errors gracefully","I want to debug issues in production without accessing servers"],"best_for":["developers new to production debugging","teams without DevOps expertise","rapid prototyping projects"],"limitations":["logging granularity may be limited","retention policies may be restrictive","advanced debugging features may be unavailable"],"requires":["understanding of error types and handling","access to application logs"],"input_types":["error configurations","logging rules"],"output_types":["error logs","debugging information"],"categories":["debugging","logging","error-handling"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":44,"verified":false,"data_access_risk":"high","permissions":["basic understanding of web app concepts","familiarity with LLM capabilities","API keys for chosen LLM providers","understanding of LLM capabilities and limitations","understanding of environment configuration","knowledge of security best practices","application deployed on Aspen platform","understanding of metrics and analytics","Git knowledge","version control system access"],"failure_modes":["limited to pre-built component library","may not support highly custom UI requirements","visual builder abstracts away some implementation details","limited to pre-integrated LLM providers","may not support custom or self-hosted models","abstraction layer may hide advanced LLM configuration options","may have limited secret rotation features","access control options may be basic","integration with external secret managers may be limited","analytics depth may be limited","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39166666666666666,"quality":0.8099999999999999,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.3,"quality":0.25,"ecosystem":0.15,"match_graph":0.25,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:29.133Z","last_scraped_at":"2026-04-05T13:23:42.550Z","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=aspen","compare_url":"https://unfragile.ai/compare?artifact=aspen"}},"signature":"QNrq6J4+vcTPvLAqNOxkaNgOoUIZluvjqEhxiBDweM0RPUdVFopaDn/c1I3hUBUhEnfI9hW+5Be54d3SJGUCCA==","signedAt":"2026-06-20T10:11:23.884Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/aspen","artifact":"https://unfragile.ai/aspen","verify":"https://unfragile.ai/api/v1/verify?slug=aspen","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"}}