{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-chrome-extension-to-access-chatgpt-as-a-popup-on-any-page","slug":"chrome-extension-to-access-chatgpt-as-a-popup-on-any-page","name":"Chrome extension to access ChatGPT as a popup on any page","type":"extension","url":"https://github.com/kazuki-sf/ChatGPT_Extension","page_url":"https://unfragile.ai/chrome-extension-to-access-chatgpt-as-a-popup-on-any-page","categories":["browser-extensions"],"tags":[],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-chrome-extension-to-access-chatgpt-as-a-popup-on-any-page__cap_0","uri":"capability://tool.use.integration.context.aware.chatgpt.popup.injection.on.any.webpage","name":"context-aware chatgpt popup injection on any webpage","description":"Injects a floating ChatGPT interface as a Chrome extension popup that persists across any webpage without page reload. The extension uses Chrome's content script injection pattern to establish bidirectional messaging between the popup UI and background service worker, enabling real-time conversation state synchronization while preserving the host page's DOM and functionality.","intents":["Access ChatGPT assistance without leaving the current webpage or opening a new tab","Query ChatGPT about content visible on the current page without manual copy-paste","Maintain conversation history across multiple websites during a browsing session"],"best_for":["Individual users who want quick AI assistance while browsing","Researchers comparing search results with AI-generated summaries side-by-side","Content creators seeking real-time writing assistance without context switching"],"limitations":["No built-in page content extraction — cannot automatically analyze or summarize the current webpage without manual selection","Popup state is lost on browser restart unless explicit persistence layer is implemented","Subject to Chrome extension sandbox restrictions — cannot access cross-origin iframes or protected pages (e.g., chrome://, about:*)"],"requires":["Chrome browser 90+","OpenAI API key or ChatGPT session token","Manifest V3 compatible environment (Chrome 88+)"],"input_types":["text (user queries typed into popup)","optional: selected text from webpage"],"output_types":["text (ChatGPT responses rendered in popup UI)","conversation history (JSON or local storage format)"],"categories":["tool-use-integration","browser-extension"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-chrome-extension-to-access-chatgpt-as-a-popup-on-any-page__cap_1","uri":"capability://tool.use.integration.chrome.extension.message.passing.between.popup.and.background.worker","name":"chrome extension message passing between popup and background worker","description":"Implements bidirectional Chrome extension messaging using chrome.runtime.sendMessage() and chrome.runtime.onMessage listeners to relay user queries from the popup UI to a background service worker, which handles API calls and response streaming. This architecture decouples the UI layer from API communication, enabling the popup to remain responsive while background tasks execute asynchronously.","intents":["Send user queries from popup UI to background worker without blocking the popup interface","Receive streamed or chunked API responses and update popup UI in real-time","Maintain separation of concerns between UI rendering and API credential management"],"best_for":["Chrome extension developers building popup-based AI tools","Teams needing non-blocking API communication in browser extensions","Developers prioritizing credential security by isolating API keys in background workers"],"limitations":["Message size limit of 128MB per message in Chrome extensions — large responses must be chunked or streamed","No native support for long-lived connections; requires polling or WebSocket fallback for real-time updates","Background service workers have 5-minute inactivity timeout — long-running operations may be interrupted"],"requires":["Chrome 88+ (Manifest V3)","manifest.json with 'host_permissions' and 'background' service worker declaration","Content security policy headers allowing external API calls"],"input_types":["JSON objects containing user query, conversation context, and metadata"],"output_types":["JSON objects with API response, status codes, and error messages","streamed text chunks for real-time response rendering"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-chrome-extension-to-access-chatgpt-as-a-popup-on-any-page__cap_2","uri":"capability://tool.use.integration.chatgpt.api.integration.with.session.token.or.api.key.authentication","name":"chatgpt api integration with session token or api key authentication","description":"Connects to OpenAI's ChatGPT API or web interface using either OAuth session tokens or API keys, handling authentication state management and request signing. The extension abstracts authentication complexity by storing credentials securely in Chrome's storage API and automatically refreshing expired tokens, enabling seamless API communication without user intervention.","intents":["Authenticate with OpenAI using existing ChatGPT account credentials","Maintain persistent authentication across browser sessions without re-entering credentials","Handle token expiration and automatic re-authentication transparently"],"best_for":["Users with existing OpenAI API accounts or ChatGPT Plus subscriptions","Extension developers needing secure credential storage in browser context","Teams deploying extensions across multiple users with different API quotas"],"limitations":["Session token approach is fragile — tokens expire unpredictably and OpenAI may revoke access without notice","API key approach requires paid OpenAI account and incurs per-token costs","Chrome storage API has 10MB limit — cannot cache large conversation histories indefinitely","No built-in rate limiting — extension can exhaust API quota quickly without usage monitoring"],"requires":["OpenAI API key (for API-based auth) OR ChatGPT session token (for web-based auth)","Chrome storage permission in manifest.json","Network access to api.openai.com or chat.openai.com"],"input_types":["API key string or session token","user queries formatted as OpenAI message objects"],"output_types":["ChatGPT responses as text or streamed tokens","authentication status and error codes"],"categories":["tool-use-integration","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-chrome-extension-to-access-chatgpt-as-a-popup-on-any-page__cap_3","uri":"capability://text.generation.language.popup.ui.rendering.with.conversation.history.display","name":"popup ui rendering with conversation history display","description":"Renders a chat-like interface in the extension popup using HTML/CSS/JavaScript that displays conversation history as a scrollable message thread. The UI maintains state of sent and received messages, formats them with visual distinction (user vs assistant), and provides input controls for new queries. State is managed via JavaScript event listeners and DOM manipulation, with optional persistence to Chrome storage for conversation recovery.","intents":["Display multi-turn conversations in a familiar chat interface without opening ChatGPT website","Scroll through conversation history to reference previous responses","Clear conversation history or start new threads from the popup"],"best_for":["Users preferring chat-style interaction over single-query workflows","Developers building lightweight popup UIs without heavy frontend frameworks","Teams needing minimal UI customization for quick deployment"],"limitations":["Popup window size is constrained by Chrome's default dimensions (~400x600px) — long conversations become cramped","No built-in markdown rendering — code blocks and formatted text may display as plain text unless custom parser is added","Conversation history is lost on popup close unless explicitly saved to storage","No search or filtering within conversation history — users must scroll to find previous messages"],"requires":["HTML/CSS/JavaScript for popup UI (no framework required but optional)","Chrome storage API for optional persistence","popup.html and popup.js in extension manifest"],"input_types":["text input from user via textarea or input element","conversation objects from background worker"],"output_types":["rendered HTML displaying conversation thread","user interactions (send, clear, etc.) as events"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-chrome-extension-to-access-chatgpt-as-a-popup-on-any-page__cap_4","uri":"capability://memory.knowledge.selected.text.context.passing.from.webpage.to.chatgpt.query","name":"selected text context passing from webpage to chatgpt query","description":"Captures user-selected text from the current webpage via content script and passes it as context to the ChatGPT popup, either prepending it to queries or storing it for reference. The implementation uses the Selection API (window.getSelection()) to extract highlighted text and communicates it to the popup via Chrome messaging, enabling users to ask ChatGPT about specific page content without manual copy-paste.","intents":["Ask ChatGPT to explain or summarize selected text from the current webpage","Provide ChatGPT with specific context from the page to improve response relevance","Reduce friction by eliminating manual copy-paste of page content into ChatGPT"],"best_for":["Users reading articles or documentation who want quick AI explanations","Researchers comparing AI interpretations of specific text passages","Content creators seeking AI feedback on selected portions of their work"],"limitations":["Cannot extract text from shadow DOM or iframes due to content script sandbox restrictions","Selected text is limited to visible page content — cannot access dynamically loaded or hidden elements","No automatic context about surrounding paragraphs — only the exact selection is captured","Works only on pages where content scripts are permitted (excludes chrome://, about:*, and some restricted domains)"],"requires":["Content script injection permission in manifest.json","Host permissions for target domains (e.g., '<all_urls>' or specific domain patterns)","Selection API support in target browser (all modern browsers)"],"input_types":["selected text from webpage (string)","optional: page URL and metadata"],"output_types":["selected text passed to popup as context","prepended to user query or stored separately"],"categories":["memory-knowledge","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-chrome-extension-to-access-chatgpt-as-a-popup-on-any-page__cap_5","uri":"capability://memory.knowledge.popup.window.lifecycle.management.and.state.persistence","name":"popup window lifecycle management and state persistence","description":"Manages the extension popup's open/close lifecycle and optionally persists conversation state to Chrome storage (chrome.storage.local or chrome.storage.sync) so conversations survive popup closure and browser restarts. The implementation uses popup.js event listeners to detect window close events and triggers storage writes, while background workers restore state on popup reopening via async storage retrieval.","intents":["Preserve conversation history across popup close/reopen cycles","Resume conversations after browser restart without losing context","Sync conversation state across multiple browser windows (if using chrome.storage.sync)"],"best_for":["Users who expect persistent conversation history like native chat apps","Teams building extensions for long-running research or writing workflows","Developers needing cross-device sync (via chrome.storage.sync)"],"limitations":["Chrome storage has 10MB limit per extension — large conversation histories will be truncated or fail to save","chrome.storage.sync requires user to be signed into Chrome account and may have latency of seconds to minutes","No built-in cleanup — old conversations accumulate indefinitely unless explicit deletion is implemented","Popup state is isolated per browser profile — conversations don't sync across different Chrome user profiles"],"requires":["chrome.storage permission in manifest.json","Async/await or Promise handling for storage API calls","Optional: chrome.storage.sync for cross-device sync (requires Chrome account)"],"input_types":["conversation objects (array of message objects with role, content, timestamp)"],"output_types":["stored conversation JSON in Chrome storage","restored conversation state on popup reopen"],"categories":["memory-knowledge","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":28,"verified":false,"data_access_risk":"high","permissions":["Chrome browser 90+","OpenAI API key or ChatGPT session token","Manifest V3 compatible environment (Chrome 88+)","Chrome 88+ (Manifest V3)","manifest.json with 'host_permissions' and 'background' service worker declaration","Content security policy headers allowing external API calls","OpenAI API key (for API-based auth) OR ChatGPT session token (for web-based auth)","Chrome storage permission in manifest.json","Network access to api.openai.com or chat.openai.com","HTML/CSS/JavaScript for popup UI (no framework required but optional)"],"failure_modes":["No built-in page content extraction — cannot automatically analyze or summarize the current webpage without manual selection","Popup state is lost on browser restart unless explicit persistence layer is implemented","Subject to Chrome extension sandbox restrictions — cannot access cross-origin iframes or protected pages (e.g., chrome://, about:*)","Message size limit of 128MB per message in Chrome extensions — large responses must be chunked or streamed","No native support for long-lived connections; requires polling or WebSocket fallback for real-time updates","Background service workers have 5-minute inactivity timeout — long-running operations may be interrupted","Session token approach is fragile — tokens expire unpredictably and OpenAI may revoke access without notice","API key approach requires paid OpenAI account and incurs per-token costs","Chrome storage API has 10MB limit — cannot cache large conversation histories indefinitely","No built-in rate limiting — extension can exhaust API quota quickly without usage monitoring","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.37,"ecosystem":0.39999999999999997,"match_graph":0.25,"freshness":0.52,"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":"2026-06-17T09:51:02.371Z","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=chrome-extension-to-access-chatgpt-as-a-popup-on-any-page","compare_url":"https://unfragile.ai/compare?artifact=chrome-extension-to-access-chatgpt-as-a-popup-on-any-page"}},"signature":"NoXtmOGomjq8WDwZVjBPAjmab97lfhYTamJayoxiK3oUnUiYJnC+oS7gPg1Kx/+kuH0wnlLxnFezKh4AhpXGDw==","signedAt":"2026-07-08T11:00:39.654Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/chrome-extension-to-access-chatgpt-as-a-popup-on-any-page","artifact":"https://unfragile.ai/chrome-extension-to-access-chatgpt-as-a-popup-on-any-page","verify":"https://unfragile.ai/api/v1/verify?slug=chrome-extension-to-access-chatgpt-as-a-popup-on-any-page","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"}}