{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-mindmac","slug":"mindmac","name":"MindMac","type":"product","url":"https://mindmac.app","page_url":"https://unfragile.ai/mindmac","categories":["app-builders"],"tags":[],"pricing":{"model":"unknown","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-mindmac__cap_0","uri":"capability://text.generation.language.macos.native.conversational.ai.interface.with.claude.gpt.integration","name":"macos-native conversational ai interface with claude/gpt integration","description":"Provides a native macOS application that integrates directly with OpenAI's ChatGPT API (GPT-3.5 and GPT-4 models) through authenticated API calls, presenting a conversational interface optimized for the macOS ecosystem with native window management, keyboard shortcuts, and system integration rather than web-based access.","intents":["I want to use ChatGPT without opening a browser tab or web interface","I need quick access to GPT models from anywhere on my Mac with keyboard shortcuts","I want a native app experience with proper macOS window management and menu bar integration"],"best_for":["macOS users seeking productivity gains through quick AI access","developers and writers who want to keep AI assistance in a dedicated native app","teams standardizing on macOS who need ChatGPT without browser overhead"],"limitations":["macOS-only platform — no Windows, Linux, or iOS support","Requires valid OpenAI API key and active subscription — no free tier access","Dependent on OpenAI API availability and rate limits","No offline capability — requires persistent internet connection"],"requires":["macOS 10.13 or later","OpenAI API key with GPT-3.5 or GPT-4 access","Active internet connection","Valid OpenAI account with billing configured"],"input_types":["text prompts","multi-turn conversation context"],"output_types":["text responses","formatted markdown output"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mindmac__cap_1","uri":"capability://text.generation.language.prompt.template.library.with.contextual.insertion","name":"prompt template library with contextual insertion","description":"Maintains a built-in library of pre-written prompt templates organized by use case (writing, coding, analysis, etc.) that users can select and customize before sending to the API. Templates are stored locally and can be parameterized with user-provided variables, reducing friction for common tasks and ensuring consistent prompt engineering patterns.","intents":["I want to quickly access pre-written prompts for common tasks without writing from scratch","I need to maintain consistent prompt structure and quality across repeated interactions","I want to customize templates with my own context or variables before execution"],"best_for":["non-technical users who benefit from structured prompt guidance","teams standardizing on prompt patterns for consistency","power users who want to build personal prompt libraries"],"limitations":["Template library appears to be fixed/curated rather than user-extensible — no custom template creation mentioned","No version control or sharing mechanism for templates across team members","Limited visibility into template quality or community contributions"],"requires":["macOS app installed","Basic understanding of prompt structure"],"input_types":["template selection","variable substitution (text)"],"output_types":["parameterized prompt text","API request payload"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mindmac__cap_2","uri":"capability://text.generation.language.multi.model.selection.with.gpt.3.5.and.gpt.4.switching","name":"multi-model selection with gpt-3.5 and gpt-4 switching","description":"Provides UI-level model selection allowing users to switch between GPT-3.5 and GPT-4 models at conversation time, routing API calls to the selected model endpoint. This enables cost-optimization (GPT-3.5 for simple tasks) and capability matching (GPT-4 for complex reasoning) without leaving the application.","intents":["I want to use GPT-3.5 for quick, cheap responses and GPT-4 for complex tasks in the same app","I need to control API costs by choosing model capability based on task complexity","I want to compare model outputs on the same prompt without switching applications"],"best_for":["cost-conscious developers managing API budgets","researchers comparing model capabilities","teams with mixed GPT-3.5 and GPT-4 API access"],"limitations":["No automatic model selection based on prompt complexity — manual selection only","No cost estimation or tracking per model usage","Limited to OpenAI models — no support for other providers (Claude, Llama, etc.)","No conversation history filtering by model used"],"requires":["OpenAI API key with both GPT-3.5 and GPT-4 access","GPT-4 API access requires separate waitlist approval from OpenAI"],"input_types":["model selection (dropdown/toggle)","text prompt"],"output_types":["text response from selected model","metadata indicating which model was used"],"categories":["text-generation-language","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mindmac__cap_3","uri":"capability://text.generation.language.multilingual.interface.localization.across.15.languages","name":"multilingual interface localization across 15 languages","description":"Provides complete UI localization in 15 languages (exact list not specified in source) through a localization system that translates menu items, buttons, template labels, and help text. This is implemented as a static localization layer rather than runtime translation, meaning each language is pre-translated and bundled with the application.","intents":["I want to use the app in my native language rather than English","I need to work with non-English speaking team members who prefer their native UI","I want consistent terminology in my language for AI concepts and features"],"best_for":["international teams and solo developers outside English-speaking regions","non-technical users more comfortable with native language interfaces","organizations standardizing on macOS in non-English markets"],"limitations":["Only UI localization — API responses from ChatGPT remain in English or user-specified language","No user-contributed translations or community localization support","Exact list of 15 supported languages not documented — unclear which languages are included","No RTL (right-to-left) language support mentioned for Arabic, Hebrew, etc."],"requires":["macOS system language set to one of the 15 supported languages","App version with localization data bundled"],"input_types":["system language preference"],"output_types":["localized UI text","translated menu labels and buttons"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mindmac__cap_4","uri":"capability://memory.knowledge.conversation.history.persistence.and.retrieval","name":"conversation history persistence and retrieval","description":"Stores conversation history locally on the macOS system (likely in a local database or file store) allowing users to browse, search, and resume previous conversations. This enables context continuity across sessions without relying on OpenAI's conversation history, providing user data privacy and offline access to past interactions.","intents":["I want to find and resume a previous conversation without scrolling through all history","I need to reference past AI responses without re-running the same prompts","I want to keep my conversation data local and private rather than stored on OpenAI servers"],"best_for":["power users with extensive conversation histories","privacy-conscious users who want to avoid cloud storage of conversations","researchers and analysts who need to reference past AI outputs"],"limitations":["History is device-local only — no cross-device sync or cloud backup","No built-in export functionality mentioned for backup or sharing","Search capabilities unclear — likely full-text search but no advanced filtering by model, date, or template","No conversation organization features (folders, tags, collections) mentioned","Storage is limited by local disk space — no cleanup or archival tools mentioned"],"requires":["macOS app installed","Local disk space for history storage"],"input_types":["conversation queries","search terms"],"output_types":["conversation list","full conversation transcript","search results"],"categories":["memory-knowledge","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mindmac__cap_5","uri":"capability://automation.workflow.system.keyboard.shortcut.integration.for.quick.access","name":"system keyboard shortcut integration for quick access","description":"Registers global macOS keyboard shortcuts that allow users to invoke the MindMac window from anywhere on the system (likely Cmd+Space or similar), enabling quick context switching without manual window navigation. This integrates with macOS's global hotkey system and window management APIs.","intents":["I want to quickly open MindMac from any app without clicking the dock or using Cmd+Tab","I need to interrupt my workflow, ask the AI a question, and return to my work seamlessly","I want to use keyboard-only navigation to maximize productivity"],"best_for":["power users and developers who rely on keyboard shortcuts","users working with multiple applications who need quick context switching","accessibility-focused users who prefer keyboard over mouse"],"limitations":["Global hotkey may conflict with other macOS apps or system shortcuts","No customizable keyboard shortcuts mentioned — likely fixed to default binding","Requires accessibility permissions in macOS System Preferences","May not work in full-screen applications or certain system contexts"],"requires":["macOS 10.13 or later","Accessibility permissions granted to MindMac in System Preferences > Security & Privacy","No conflicting global hotkey bindings from other apps"],"input_types":["keyboard input (hotkey)"],"output_types":["window focus and display"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":26,"verified":false,"data_access_risk":"high","permissions":["macOS 10.13 or later","OpenAI API key with GPT-3.5 or GPT-4 access","Active internet connection","Valid OpenAI account with billing configured","macOS app installed","Basic understanding of prompt structure","OpenAI API key with both GPT-3.5 and GPT-4 access","GPT-4 API access requires separate waitlist approval from OpenAI","macOS system language set to one of the 15 supported languages","App version with localization data bundled"],"failure_modes":["macOS-only platform — no Windows, Linux, or iOS support","Requires valid OpenAI API key and active subscription — no free tier access","Dependent on OpenAI API availability and rate limits","No offline capability — requires persistent internet connection","Template library appears to be fixed/curated rather than user-extensible — no custom template creation mentioned","No version control or sharing mechanism for templates across team members","Limited visibility into template quality or community contributions","No automatic model selection based on prompt complexity — manual selection only","No cost estimation or tracking per model usage","Limited to OpenAI models — no support for other providers (Claude, Llama, etc.)","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.37,"ecosystem":0.25,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-06-17T09:51:03.578Z","last_scraped_at":"2026-05-03T14:00:05.262Z","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=mindmac","compare_url":"https://unfragile.ai/compare?artifact=mindmac"}},"signature":"bGHHThzQLdlL01w55ZeyLEl0/450Sw0PpGe92zOnaO4HDc8EM/MMZK1KRZ0NsHMZiF1MQiZLGjgrheBUqWOCBQ==","signedAt":"2026-06-21T10:25:59.175Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/mindmac","artifact":"https://unfragile.ai/mindmac","verify":"https://unfragile.ai/api/v1/verify?slug=mindmac","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"}}