{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_alicent","slug":"alicent","name":"Alicent","type":"extension","url":"https://alicent.ai","page_url":"https://unfragile.ai/alicent","categories":["browser-extensions"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_alicent__cap_0","uri":"capability://text.generation.language.in.browser.conversational.ai.with.page.context","name":"in-browser conversational ai with page context","description":"Embeds a Claude-like conversational interface directly within Chrome's UI, automatically capturing and injecting the current webpage's DOM content, text, and metadata into the conversation context without requiring manual copy-paste. Uses content script injection to parse page structure and maintain a rolling context window of visited pages, enabling multi-turn conversations that reference page elements by selector or visible text.","intents":["Ask questions about the current webpage without switching to a separate chat tab","Get AI-powered summaries of articles, documentation, or research pages in real-time","Reference specific elements on a page (tables, forms, text blocks) in natural language during conversation","Maintain conversation history across multiple pages visited in the same session"],"best_for":["Knowledge workers and researchers who spend 6+ hours daily in Chrome","Students and academics analyzing multiple research papers or documentation sites","Content creators needing quick summaries without context-switching"],"limitations":["Cannot access pages behind authentication walls or paywalls unless user is already logged in","DOM parsing may fail on heavily JavaScript-rendered SPAs until page fully hydrates","Context window limited by Claude's token limits; very long pages may be truncated","No persistent conversation history across browser sessions without explicit save"],"requires":["Chrome browser (version 90+)","Alicent extension installed from Chrome Web Store","Active internet connection for API calls to Claude backend","Optional: Alicent account for paid tier features"],"input_types":["natural language text","webpage DOM and visible text","page metadata (title, URL, meta tags)"],"output_types":["natural language text response","formatted markdown with code blocks","structured summaries"],"categories":["text-generation-language","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_alicent__cap_1","uri":"capability://automation.workflow.automated.form.filling.and.data.entry","name":"automated form filling and data entry","description":"Analyzes webpage forms (input fields, dropdowns, checkboxes, textareas) using DOM inspection and semantic understanding of form labels and placeholders, then automatically populates fields with appropriate data based on natural language instructions or learned patterns. Uses a combination of DOM querying, accessibility tree parsing, and Claude's reasoning to map user intent to form fields, then executes fill operations via simulated keyboard/mouse events or direct DOM manipulation.","intents":["Fill out repetitive forms (contact forms, signup flows, surveys) with a single command","Extract form field structure and auto-populate with data from previous entries","Complete multi-step forms across page navigation without manual intervention","Map CSV or structured data rows to form fields for batch entry"],"best_for":["Data entry specialists processing high-volume form submissions","Researchers conducting surveys or collecting data from multiple sources","Sales and marketing teams filling out lead capture forms at scale"],"limitations":["Cannot interact with forms inside iframes or shadow DOM without explicit permissions","Fails on forms with CAPTCHA, reCAPTCHA, or other anti-bot protections","No support for file uploads or complex multi-file input fields","Form field detection accuracy degrades on poorly-labeled or custom form implementations","Cannot handle forms requiring real-time validation or async field dependencies"],"requires":["Chrome browser with Alicent extension","Target website must not have anti-bot detection or CAPTCHA","Form fields must be accessible via standard DOM APIs (no shadow DOM isolation)","Paid Alicent tier for automation features (freemium tier limited to manual interaction)"],"input_types":["natural language instructions","structured data (CSV, JSON)","form field selectors or labels"],"output_types":["form submission confirmation","filled form state snapshot","success/failure log with field-level details"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_alicent__cap_2","uri":"capability://data.processing.analysis.webpage.data.extraction.with.structured.output","name":"webpage data extraction with structured output","description":"Parses webpage content using DOM traversal and semantic analysis to identify and extract structured data (tables, lists, product details, contact information) and converts it into user-specified formats (JSON, CSV, markdown). Uses Claude's vision and reasoning capabilities to understand page layout semantically, then applies extraction rules to isolate relevant data blocks and normalize them into consistent schemas without requiring manual XPath or CSS selector configuration.","intents":["Extract product listings from e-commerce pages into CSV for price comparison","Pull contact information from business directories into structured JSON","Convert HTML tables into clean CSV or JSON for data analysis","Scrape article metadata (title, author, date, content) from news or blog sites"],"best_for":["Data analysts and researchers collecting data from multiple websites","E-commerce and competitive intelligence teams monitoring prices and product data","Business development teams building prospect lists from directories"],"limitations":["Cannot extract data from dynamically-loaded content (infinite scroll, lazy-loaded images) without waiting for full page load","Accuracy degrades on pages with inconsistent or non-semantic HTML structure","No built-in deduplication or data validation across multiple pages","Cannot handle JavaScript-rendered content that loads after initial page paint","Rate-limited by Claude API quotas; batch extraction of 100+ pages requires careful throttling"],"requires":["Chrome browser with Alicent extension","Target website must allow scraping (check robots.txt and terms of service)","Paid Alicent tier for batch extraction and custom schema definition","Internet connection for API calls to Claude backend"],"input_types":["webpage URL or currently-loaded page","natural language description of data to extract","optional: target schema (JSON schema or CSV column headers)"],"output_types":["JSON objects","CSV files","markdown tables","structured text"],"categories":["data-processing-analysis","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_alicent__cap_3","uri":"capability://automation.workflow.real.time.webpage.monitoring.and.change.detection","name":"real-time webpage monitoring and change detection","description":"Continuously polls or subscribes to changes on a webpage (using MutationObserver API or periodic DOM snapshots) and detects when specific elements, prices, text content, or page structure changes. Triggers user-defined actions (notifications, data extraction, form submission) when changes match specified conditions, enabling proactive monitoring without manual page refreshes. Uses content scripts to maintain lightweight DOM watchers and communicates state changes to the background service worker for action execution.","intents":["Monitor product prices and get notified when they drop below a threshold","Track job postings or classifieds listings for new matches to saved searches","Detect when a website goes down or changes its structure","Watch for form availability (e.g., appointment slots, event registration opening)"],"best_for":["Price-conscious shoppers monitoring deals across multiple e-commerce sites","Job seekers tracking new postings from specific companies or roles","Researchers monitoring academic databases or publication feeds","Support teams tracking status pages or incident updates"],"limitations":["Cannot monitor pages that require authentication unless user remains logged in","High CPU/battery overhead if monitoring many pages simultaneously; limited to 5-10 active monitors on typical hardware","Polling-based approach introduces 30-60 second detection latency; real-time push notifications not supported","Cannot detect changes in dynamically-loaded content that loads after initial page render","Notifications may be delayed or missed if browser is closed or extension disabled"],"requires":["Chrome browser with Alicent extension","Target website must not block automated monitoring (check terms of service)","Paid Alicent tier for advanced monitoring rules and multi-page tracking","Browser must remain open for monitoring to function (no background-only operation)"],"input_types":["webpage URL","CSS selectors or natural language descriptions of elements to monitor","change detection rules (price threshold, text pattern, element presence)","action triggers (notification, email, webhook)"],"output_types":["browser notifications","email alerts","webhook POST requests","change log with before/after snapshots"],"categories":["automation-workflow","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_alicent__cap_4","uri":"capability://automation.workflow.multi.step.task.automation.with.conditional.logic","name":"multi-step task automation with conditional logic","description":"Chains multiple automation actions (form filling, data extraction, navigation, clicking) into sequential workflows with conditional branching based on page state or extracted data. Uses a visual or code-based workflow builder to define task sequences, with support for loops, conditionals (if/else), and error handling. Executes workflows by orchestrating content script actions and monitoring page state transitions, enabling complex multi-page automation scenarios without manual intervention.","intents":["Automate multi-step signup or registration flows across multiple pages","Extract data from paginated results by looping through pages and collecting data","Perform conditional actions based on page content (e.g., if price > $100, add to cart; else skip)","Automate research workflows: search → extract results → visit each link → collect data → export"],"best_for":["Business process automation specialists building internal automation workflows","Researchers automating data collection from multiple sources with complex logic","E-commerce teams automating inventory or pricing workflows"],"limitations":["Workflow execution is brittle to page layout changes; requires manual updates when target sites redesign","No built-in error recovery or retry logic; failed steps halt the entire workflow","Limited to actions that can be performed via DOM manipulation and JavaScript; cannot interact with native OS dialogs or file systems","Debugging multi-step workflows is difficult without detailed execution logs and breakpoints","Workflows cannot persist state across browser sessions without explicit save/load"],"requires":["Chrome browser with Alicent extension","Paid Alicent tier for workflow builder and multi-step automation","Basic understanding of CSS selectors or natural language instruction capability","Target websites must not have anti-bot protections or CAPTCHA"],"input_types":["workflow definition (visual blocks or code)","conditional rules (if/else logic)","action parameters (selectors, text input, wait times)"],"output_types":["workflow execution log","extracted data from workflow steps","success/failure status with error details"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_alicent__cap_5","uri":"capability://text.generation.language.webpage.summarization.and.key.insight.extraction","name":"webpage summarization and key insight extraction","description":"Analyzes the full text content of a webpage and generates concise summaries highlighting key points, main arguments, or critical information. Uses Claude's language understanding to identify the most relevant sections, extract key facts and figures, and present them in user-specified formats (bullet points, executive summary, Q&A). Supports customizable summary length and focus (e.g., 'summarize for a CEO', 'extract technical details', 'find pricing information').","intents":["Get a quick summary of a long article or documentation page without reading the full text","Extract key takeaways from research papers or whitepapers","Find specific information (pricing, features, requirements) from product pages","Generate executive summaries of competitor websites or industry reports"],"best_for":["Busy professionals and executives who need to quickly digest large amounts of information","Researchers and analysts reviewing multiple sources and needing quick overviews","Content creators and marketers analyzing competitor websites"],"limitations":["Summaries may miss nuanced or context-dependent information that requires full-text reading","Accuracy depends on page text quality; pages with poor HTML structure or mixed content may produce inaccurate summaries","Cannot summarize pages with heavy JavaScript rendering until page fully loads","Summaries are generated by Claude and may reflect its biases or limitations","No support for summarizing multiple pages into a single coherent summary"],"requires":["Chrome browser with Alicent extension","Freemium tier available for basic summaries; paid tier for advanced options","Internet connection for API calls to Claude backend"],"input_types":["webpage URL or currently-loaded page","optional: summary style or focus (bullet points, executive summary, Q&A)","optional: summary length preference (short, medium, long)"],"output_types":["text summary","bullet-point list","structured Q&A","markdown formatted text"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_alicent__cap_6","uri":"capability://tool.use.integration.natural.language.command.execution.on.webpages","name":"natural language command execution on webpages","description":"Interprets natural language commands (e.g., 'click the subscribe button', 'fill in my email address', 'scroll to the pricing section') and executes them on the current webpage by translating commands into DOM queries, element interactions, and navigation actions. Uses Claude's reasoning to map natural language intent to specific page elements and actions, handling ambiguity through context and page structure analysis. Supports complex commands with multiple steps or conditional logic.","intents":["Perform webpage interactions without knowing CSS selectors or element IDs","Automate repetitive clicking and scrolling actions with voice or text commands","Execute complex multi-step actions described in natural language","Interact with pages in a more conversational, less technical way"],"best_for":["Non-technical users who want to automate webpage interactions without learning selectors","Accessibility users who benefit from voice or text-based command interfaces","Power users who want to script complex interactions without writing code"],"limitations":["Command interpretation may fail or produce unexpected results on pages with ambiguous element labels or poor HTML structure","Cannot execute commands that require knowledge of page state or context beyond the visible DOM","No support for commands involving file uploads, downloads, or native OS interactions","Latency of 1-3 seconds per command due to Claude API round-trip and DOM manipulation","Commands may fail silently if target elements are not found or are hidden/disabled"],"requires":["Chrome browser with Alicent extension","Freemium tier available for basic commands; paid tier for advanced features","Internet connection for API calls to Claude backend"],"input_types":["natural language text commands","optional: voice input (if browser supports Web Speech API)"],"output_types":["command execution confirmation","success/failure status","page state after command execution"],"categories":["tool-use-integration","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_alicent__cap_7","uri":"capability://memory.knowledge.cross.page.context.persistence.and.session.management","name":"cross-page context persistence and session management","description":"Maintains conversation and task context across multiple pages visited during a browsing session, enabling the AI to reference previous pages, extracted data, and conversation history without losing context. Uses the extension's background service worker to maintain a session state store that persists page visits, extracted data, and conversation turns, allowing the AI to answer questions like 'compare the prices I saw on the last three pages' or 'summarize all the information I've collected so far'.","intents":["Reference information from previously-visited pages in the current conversation","Compare data extracted from multiple pages (e.g., product prices, job listings)","Build up a knowledge base of visited pages and extracted information during a research session","Resume conversations and tasks after navigating to a different page"],"best_for":["Researchers conducting multi-page research and needing to synthesize information across sources","Shoppers comparing products across multiple e-commerce sites","Analysts building competitive intelligence by visiting multiple competitor sites"],"limitations":["Session context is lost when the browser is closed or extension is disabled","Context window is limited by Claude's token limits; very long sessions may lose older context","No built-in persistence to disk or cloud; context is stored only in memory","Cannot sync context across multiple browser windows or devices","Manually clearing browser data or extension storage will erase session context"],"requires":["Chrome browser with Alicent extension","Freemium tier available for basic session management; paid tier for extended context","Browser must remain open for context to persist"],"input_types":["conversation messages","page visits and extracted data","user-defined context tags or notes"],"output_types":["conversation history","session summary","extracted data from all visited pages","context-aware responses referencing previous pages"],"categories":["memory-knowledge","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":42,"verified":false,"data_access_risk":"high","permissions":["Chrome browser (version 90+)","Alicent extension installed from Chrome Web Store","Active internet connection for API calls to Claude backend","Optional: Alicent account for paid tier features","Chrome browser with Alicent extension","Target website must not have anti-bot detection or CAPTCHA","Form fields must be accessible via standard DOM APIs (no shadow DOM isolation)","Paid Alicent tier for automation features (freemium tier limited to manual interaction)","Target website must allow scraping (check robots.txt and terms of service)","Paid Alicent tier for batch extraction and custom schema definition"],"failure_modes":["Cannot access pages behind authentication walls or paywalls unless user is already logged in","DOM parsing may fail on heavily JavaScript-rendered SPAs until page fully hydrates","Context window limited by Claude's token limits; very long pages may be truncated","No persistent conversation history across browser sessions without explicit save","Cannot interact with forms inside iframes or shadow DOM without explicit permissions","Fails on forms with CAPTCHA, reCAPTCHA, or other anti-bot protections","No support for file uploads or complex multi-file input fields","Form field detection accuracy degrades on poorly-labeled or custom form implementations","Cannot handle forms requiring real-time validation or async field dependencies","Cannot extract data from dynamically-loaded content (infinite scroll, lazy-loaded images) without waiting for full page load","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"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":"2026-05-24T12:16:29.133Z","last_scraped_at":"2026-04-05T13:23:42.561Z","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=alicent","compare_url":"https://unfragile.ai/compare?artifact=alicent"}},"signature":"JOYij1n9O43xh0/0Ty4Cwh1elL2O+kwG+67WU140tAGMsp48YCnsML20me3D7AAIcwl8omPvxckwqCGYgHPTDQ==","signedAt":"2026-06-22T10:43:28.895Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/alicent","artifact":"https://unfragile.ai/alicent","verify":"https://unfragile.ai/api/v1/verify?slug=alicent","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"}}