{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_morphlin","slug":"morphlin","name":"Morphlin","type":"product","url":"https://www.morphlin.com","page_url":"https://unfragile.ai/morphlin","categories":["data-analysis"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_morphlin__cap_0","uri":"capability://data.processing.analysis.multi.source.real.time.market.data.aggregation","name":"multi-source real-time market data aggregation","description":"Morphlin ingests and normalizes real-time price, volume, and order book data from multiple market feeds (likely exchanges, data providers, or APIs) into a unified data model, enabling traders to view consolidated market state without manually switching between platforms. The aggregation layer likely handles schema normalization, timestamp synchronization, and feed failover to ensure data consistency across disparate sources with varying latency profiles.","intents":["I want to monitor price movements across multiple exchanges simultaneously without opening separate tabs","I need real-time order book depth and volume data integrated into my analysis workflow","I want to detect arbitrage opportunities by comparing prices across venues in real-time"],"best_for":["retail traders managing positions across multiple exchanges","day traders requiring sub-second price updates for decision-making","arbitrage-focused traders comparing cross-venue pricing"],"limitations":["real-time aggregation introduces latency variance depending on feed quality; slower feeds may lag 100-500ms behind fastest sources","freemium tier likely restricts historical depth to recent data only (days/weeks), not years of OHLCV history","data normalization across exchanges with different decimal precision or trading hours may introduce rounding artifacts"],"requires":["active internet connection with stable bandwidth for streaming updates","API keys or credentials for exchanges/data providers being aggregated","browser or desktop client supporting WebSocket connections for real-time push"],"input_types":["exchange API streams (WebSocket or REST polling)","market data feeds (Bloomberg, IEX, Alpaca, etc.)","order book snapshots"],"output_types":["unified price ticker stream","normalized OHLCV candles","aggregated order book depth","volume and trade flow metrics"],"categories":["data-processing-analysis","real-time-streaming"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_morphlin__cap_1","uri":"capability://planning.reasoning.ai.driven.trading.signal.generation.with.pattern.recognition","name":"ai-driven trading signal generation with pattern recognition","description":"Morphlin applies machine learning models (likely supervised learning on historical price/volume patterns, or unsupervised clustering of market regimes) to identify recurring chart patterns, momentum shifts, or statistical anomalies that correlate with profitable entry/exit opportunities. The system likely trains on historical OHLCV data and generates probabilistic signals (buy/sell/hold with confidence scores) that are surfaced to traders via alerts or dashboard indicators.","intents":["I want AI to automatically identify chart patterns (head-and-shoulders, triangles, etc.) without manually scanning charts","I need machine learning to detect when market regime shifts from trending to ranging so I can adjust strategy","I want probabilistic buy/sell signals ranked by confidence so I can filter low-conviction trades"],"best_for":["novice traders who lack pattern recognition expertise and want algorithmic guidance","intermediate traders wanting to augment manual analysis with ML-generated signals","traders testing multiple signal sources to find which correlates best with their edge"],"limitations":["no published backtesting results or Sharpe ratio metrics, so signal quality vs. random chance is unvalidated","AI models trained on historical data may overfit to past regimes and fail during market structure breaks (e.g., flash crashes, regime changes)","freemium tier likely restricts signal customization (e.g., cannot adjust model parameters or retrain on custom data)","signal generation latency unknown; if models run on-demand per candle, may introduce 100-500ms delay vs. real-time price"],"requires":["minimum 3-6 months of historical price data to train models with statistical significance","acceptance that AI signals are probabilistic, not deterministic, and require trader discretion","understanding that past performance does not guarantee future results"],"input_types":["OHLCV candle data (1m, 5m, 15m, 1h, 4h, 1d timeframes)","volume and trade flow metrics","technical indicators (RSI, MACD, Bollinger Bands, etc.)"],"output_types":["buy/sell/hold signals with confidence scores (0-100%)","pattern labels (e.g., 'bullish engulfing', 'death cross')","regime classification (trending, ranging, volatile)","alert notifications"],"categories":["planning-reasoning","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_morphlin__cap_2","uri":"capability://image.visual.interactive.charting.with.technical.indicator.library","name":"interactive charting with technical indicator library","description":"Morphlin provides a web-based charting engine (likely built on libraries like TradingView Lightweight Charts or similar) with a built-in library of 20-50+ technical indicators (moving averages, RSI, MACD, Bollinger Bands, Fibonacci levels, etc.) that traders can layer onto price charts. Indicators are computed server-side or client-side on streaming OHLCV data and rendered in real-time as new candles arrive, enabling traders to visually analyze price action with standard quantitative tools.","intents":["I want to overlay multiple technical indicators on a single chart to confirm trade signals","I need to draw trend lines and support/resistance levels manually on top of price data","I want to customize indicator parameters (e.g., RSI period = 14 vs. 21) and see results instantly"],"best_for":["technical traders who rely on indicator-based analysis and need quick visual feedback","traders combining AI signals with manual chart confirmation","educators teaching technical analysis who need interactive examples"],"limitations":["charting performance may degrade with 100+ indicators or 5+ years of 1-minute candles due to client-side rendering overhead","freemium tier likely limits number of concurrent charts or custom indicator slots","no built-in backtesting engine within charts; traders must export data to external tools to validate indicator-based strategies","indicator calculations assume standard definitions; custom/proprietary indicators not supported without manual formula entry"],"requires":["modern web browser with WebGL or Canvas support (Chrome 60+, Firefox 55+, Safari 12+)","JavaScript enabled for interactive chart interactions","real-time data stream to update indicators as new candles close"],"input_types":["OHLCV candle data","volume data","user-drawn annotations (trend lines, support/resistance zones)"],"output_types":["rendered price chart with candlesticks or OHLC bars","indicator overlays (lines, histograms, bands)","visual annotations and drawings","exported chart images or data"],"categories":["image-visual","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_morphlin__cap_3","uri":"capability://automation.workflow.alert.and.notification.system.for.trading.events","name":"alert and notification system for trading events","description":"Morphlin monitors real-time market data and AI signal generation against user-defined thresholds (e.g., 'alert when BTC crosses $50k', 'notify when AI confidence score exceeds 80%') and delivers notifications via email, SMS, push notifications, or in-app alerts. The system likely uses event-driven architecture with rule evaluation on each data update, triggering actions when conditions are met.","intents":["I want to be notified immediately when a stock breaks above a key resistance level so I can act quickly","I need alerts when AI signals high-confidence buy opportunities even when I'm not actively watching the screen","I want to set up custom alerts for multiple assets and conditions without manually checking charts every minute"],"best_for":["active traders who cannot monitor charts 24/7 and need event-driven notifications","swing traders managing multiple positions across different timeframes","traders using AI signals as one input among many and wanting to filter by confidence threshold"],"limitations":["alert delivery latency depends on notification channel; SMS/email may lag 5-30 seconds vs. in-app push (sub-second)","freemium tier likely limits number of concurrent alerts (e.g., max 5-10 active rules)","no conditional logic (AND/OR operators) for complex multi-condition alerts; likely simple threshold-based rules only","alert fatigue risk if thresholds are too loose; traders may miss critical signals in noise"],"requires":["verified email address or phone number for notification delivery","browser push notifications enabled (for in-app alerts)","active internet connection to receive alerts"],"input_types":["user-defined alert rules (price thresholds, indicator conditions, AI signal confidence)","real-time market data streams","AI signal outputs"],"output_types":["email notifications","SMS messages","push notifications (browser/mobile)","in-app alert banners","alert history/log"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_morphlin__cap_4","uri":"capability://data.processing.analysis.portfolio.tracking.and.position.management","name":"portfolio tracking and position management","description":"Morphlin allows traders to link exchange accounts (via API keys) or manually input positions, then tracks real-time P&L, unrealized gains/losses, portfolio allocation, and risk metrics (e.g., portfolio beta, drawdown) across all holdings. The system aggregates position data from multiple exchanges and displays consolidated portfolio health via dashboard widgets, enabling traders to monitor overall exposure without switching between exchange interfaces.","intents":["I want to see my total portfolio value and P&L across all my exchange accounts in one place","I need to understand my portfolio allocation (% in BTC vs. ETH vs. alts) to ensure I'm not overexposed to one asset","I want to track realized vs. unrealized gains and understand my cost basis for tax reporting"],"best_for":["multi-exchange traders managing positions across Binance, Coinbase, Kraken, etc.","portfolio managers tracking allocation and rebalancing needs","traders needing tax-lot tracking for capital gains reporting"],"limitations":["API key security risk if Morphlin's infrastructure is compromised; traders must trust platform with exchange credentials","freemium tier likely restricts historical P&L tracking to recent periods (days/weeks) rather than full year","no built-in tax reporting exports; traders may need to export data to separate tax software","position tracking accuracy depends on real-time data freshness; stale data may show incorrect P&L temporarily","manual position entry is error-prone and not synced with actual exchange holdings"],"requires":["exchange API keys with read-only permissions (ideally, no withdrawal/trading permissions)","trust in Morphlin's security practices and encryption of stored credentials","accurate cost basis data (either from exchange history or manual entry)"],"input_types":["exchange API connections (Binance, Coinbase, Kraken, etc.)","manual position entries (ticker, quantity, entry price)","real-time price data"],"output_types":["portfolio summary (total value, total P&L, allocation %)","per-position P&L (realized, unrealized, ROI %)","portfolio metrics (beta, Sharpe ratio, max drawdown)","allocation charts and rebalancing suggestions","tax-lot reports"],"categories":["data-processing-analysis","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_morphlin__cap_5","uri":"capability://planning.reasoning.backtesting.framework.for.strategy.validation","name":"backtesting framework for strategy validation","description":"Morphlin likely provides a backtesting engine that allows traders to test custom or AI-generated trading strategies against historical price data, simulating entry/exit signals and calculating performance metrics (total return, Sharpe ratio, max drawdown, win rate). The engine likely supports configurable parameters (position sizing, slippage, commissions) and generates performance reports comparing strategy results to buy-and-hold benchmarks.","intents":["I want to test whether an AI signal strategy would have been profitable over the past year before risking real capital","I need to compare multiple trading strategies (e.g., AI signals vs. manual technical analysis) on the same historical data","I want to optimize strategy parameters (e.g., RSI threshold, position size) to maximize Sharpe ratio on historical data"],"best_for":["traders validating AI signals before deploying real capital","strategy developers comparing multiple approaches on historical data","risk-conscious traders wanting to understand worst-case drawdowns before trading"],"limitations":["backtesting results are inherently optimistic due to look-ahead bias, survivorship bias, and overfitting to historical regimes","freemium tier likely restricts backtesting to recent data (e.g., 1-2 years) rather than 5-10 years of history","no built-in Monte Carlo simulation or out-of-sample validation; traders cannot assess robustness to parameter changes","backtesting assumes perfect execution at historical prices; real trading slippage, commissions, and market impact are not accurately modeled","no support for complex strategies (e.g., multi-leg options, hedging); likely limited to simple long/short equity strategies"],"requires":["minimum 1-2 years of historical OHLCV data for statistically meaningful results","understanding that backtested performance does not guarantee future results","realistic assumptions about slippage, commissions, and position sizing"],"input_types":["historical OHLCV candle data","trading strategy rules (entry/exit conditions, position sizing)","strategy parameters (e.g., RSI period, moving average length)","transaction costs (commissions, slippage)"],"output_types":["backtest performance report (total return, Sharpe ratio, max drawdown, win rate)","equity curve chart","trade-by-trade log (entry/exit prices, P&L per trade)","comparison vs. buy-and-hold benchmark","parameter optimization results"],"categories":["planning-reasoning","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_morphlin__cap_6","uri":"capability://search.retrieval.watchlist.and.custom.asset.screening","name":"watchlist and custom asset screening","description":"Morphlin allows traders to create custom watchlists of assets (stocks, crypto, forex) and apply filters/screeners to identify assets matching specific criteria (e.g., 'assets with RSI < 30', 'crypto with 24h volume > $100M', 'stocks with AI buy signal confidence > 75%'). The system likely evaluates screening rules against real-time data and updates matching assets dynamically, enabling traders to discover trading opportunities without manually scanning thousands of assets.","intents":["I want to monitor 20-30 assets simultaneously without opening separate charts for each","I need to screen for assets meeting specific technical conditions (e.g., oversold, breakout setup) to find trade candidates","I want to filter AI signals by asset class or market cap to focus on liquid, tradeable opportunities"],"best_for":["swing traders scanning multiple assets for setup opportunities","traders using AI signals to identify candidates but wanting to apply additional filters","portfolio managers monitoring sector or asset class allocation"],"limitations":["screening performance degrades with 1000+ assets or complex multi-condition filters; may introduce 1-5 second evaluation latency","freemium tier likely limits number of custom watchlists (e.g., max 3-5) or assets per watchlist (e.g., max 50-100)","screening rules are static; no machine learning to identify patterns in screened assets","no correlation analysis between screened assets; traders cannot identify which assets move together"],"requires":["real-time price data for all assets in watchlist","clear definition of screening criteria (technical indicators, volume thresholds, AI signal confidence)"],"input_types":["asset lists (tickers, symbols, or asset IDs)","screening rules (indicator conditions, price thresholds, AI signal filters)","real-time market data"],"output_types":["filtered asset list matching screening criteria","watchlist with real-time price, change %, and indicator values","alerts when assets enter/exit screening criteria","sorted/ranked results (e.g., by RSI, by AI confidence)"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_morphlin__cap_7","uri":"capability://text.generation.language.educational.content.and.trading.tutorials","name":"educational content and trading tutorials","description":"Morphlin likely provides in-app educational resources (articles, video tutorials, webinars) explaining technical analysis concepts, trading strategies, and how to use platform features. Content is likely curated to help novice traders understand indicators, chart patterns, and AI signal interpretation, reducing the learning curve for users unfamiliar with quantitative trading.","intents":["I'm new to trading and want to understand what RSI, MACD, and moving averages mean before using them","I want to learn how to interpret AI signals and combine them with manual analysis","I need tutorials on how to set up alerts, create watchlists, and manage positions on this platform"],"best_for":["novice traders with no prior technical analysis experience","traders transitioning from manual to AI-assisted trading","educators using Morphlin to teach trading concepts to students"],"limitations":["educational content quality and accuracy are unknown; no indication of whether content is peer-reviewed or created by certified educators","content may be biased toward promoting Morphlin's AI signals rather than objective technical analysis education","no interactive quizzes or assessments to validate learning; content is passive consumption only","freemium tier likely restricts access to premium educational content (e.g., advanced strategy courses)"],"requires":["basic reading comprehension and ability to watch videos","willingness to spend time learning before trading with real capital"],"input_types":["user queries or navigation to educational sections"],"output_types":["articles and blog posts","video tutorials","webinar recordings","glossary of trading terms","strategy guides"],"categories":["text-generation-language","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_morphlin__cap_8","uri":"capability://tool.use.integration.mobile.app.with.push.notifications.and.simplified.ui","name":"mobile app with push notifications and simplified ui","description":"Morphlin offers a mobile application (iOS/Android) that provides a simplified, touch-optimized interface for monitoring positions, receiving alerts, and viewing AI signals on-the-go. The mobile app likely syncs with the web platform via cloud backend, ensuring position data and alerts are consistent across devices, and delivers push notifications for time-sensitive trading events.","intents":["I want to check my portfolio and receive trading alerts even when I'm away from my computer","I need a simplified mobile interface to quickly view AI signals and make trading decisions without full charting tools","I want push notifications to alert me to high-confidence AI signals so I can act immediately"],"best_for":["active traders who need to respond to market moves outside of office hours","traders wanting to monitor positions during commute or travel","traders using mobile as a secondary device for quick checks, not primary trading interface"],"limitations":["mobile UI is simplified and lacks full charting/technical analysis tools available on web; traders cannot perform detailed analysis on mobile","push notification latency may be 5-30 seconds slower than web alerts due to mobile OS batching","freemium tier likely restricts mobile features (e.g., no charting, limited alert customization)","mobile app requires iOS 13+ or Android 8+; older devices not supported","no offline mode; all features require active internet connection"],"requires":["iOS 13+ or Android 8+ device","push notifications enabled in device settings","active internet connection (WiFi or cellular)"],"input_types":["user interactions (taps, swipes, gestures)","real-time data synced from web backend","push notification events"],"output_types":["portfolio summary and position list","simplified price charts (candlesticks, basic indicators)","AI signal alerts and notifications","quick-action buttons (buy/sell, set alerts)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_morphlin__cap_9","uri":"capability://memory.knowledge.community.and.social.trading.features","name":"community and social trading features","description":"Morphlin likely includes community features such as user forums, strategy sharing, or leaderboards where traders can discuss ideas, share trading strategies, and view performance of other traders' strategies. This social layer may enable traders to discover new strategies, learn from experienced traders, and validate their own approaches against community benchmarks.","intents":["I want to see what strategies other successful traders on the platform are using and learn from their approaches","I want to share my trading strategy with the community and get feedback on my setup","I want to follow top-performing traders and see their trades in real-time to learn from their decision-making"],"best_for":["novice traders seeking mentorship and learning from experienced community members","traders wanting validation of their strategies from peer feedback","social learners who benefit from community engagement and shared knowledge"],"limitations":["community-shared strategies may be survivorship bias (only winners share; losers stay silent), skewing perception of strategy quality","no verification of trader credentials or track records; anyone can claim expertise and share poor strategies","freemium tier likely restricts access to premium strategy content or leaderboard features","community moderation quality unknown; platform may not effectively prevent scams, pump-and-dump schemes, or financial advice violations","social trading features may distract novice traders from developing their own edge and encourage herd behavior"],"requires":["user account and willingness to participate in community discussions","understanding that community advice is not professional financial advice and carries risk"],"input_types":["user posts, comments, and strategy descriptions","trader performance data (returns, Sharpe ratio, drawdown)","strategy rules and parameters"],"output_types":["community forum threads and discussions","shared strategy descriptions and backtests","leaderboards ranking traders by performance","user profiles and follower networks","notifications of followed traders' activities"],"categories":["memory-knowledge","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":40,"verified":false,"data_access_risk":"high","permissions":["active internet connection with stable bandwidth for streaming updates","API keys or credentials for exchanges/data providers being aggregated","browser or desktop client supporting WebSocket connections for real-time push","minimum 3-6 months of historical price data to train models with statistical significance","acceptance that AI signals are probabilistic, not deterministic, and require trader discretion","understanding that past performance does not guarantee future results","modern web browser with WebGL or Canvas support (Chrome 60+, Firefox 55+, Safari 12+)","JavaScript enabled for interactive chart interactions","real-time data stream to update indicators as new candles close","verified email address or phone number for notification delivery"],"failure_modes":["real-time aggregation introduces latency variance depending on feed quality; slower feeds may lag 100-500ms behind fastest sources","freemium tier likely restricts historical depth to recent data only (days/weeks), not years of OHLCV history","data normalization across exchanges with different decimal precision or trading hours may introduce rounding artifacts","no published backtesting results or Sharpe ratio metrics, so signal quality vs. random chance is unvalidated","AI models trained on historical data may overfit to past regimes and fail during market structure breaks (e.g., flash crashes, regime changes)","freemium tier likely restricts signal customization (e.g., cannot adjust model parameters or retrain on custom data)","signal generation latency unknown; if models run on-demand per candle, may introduce 100-500ms delay vs. real-time price","charting performance may degrade with 100+ indicators or 5+ years of 1-minute candles due to client-side rendering overhead","freemium tier likely limits number of concurrent charts or custom indicator slots","no built-in backtesting engine within charts; traders must export data to external tools to validate indicator-based strategies","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.72,"ecosystem":0.15000000000000002,"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":"2026-05-24T12:16:31.858Z","last_scraped_at":"2026-04-05T13:23:42.560Z","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=morphlin","compare_url":"https://unfragile.ai/compare?artifact=morphlin"}},"signature":"E+PG3gY2f4rh8qVy30zN6bC/Xheac63SaCc4+KQ2kSVXn8QpJDW3z8WArZ0jfmdW1F4G3ewPkC8fAIHV+zv/Dg==","signedAt":"2026-06-21T05:59:36.712Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/morphlin","artifact":"https://unfragile.ai/morphlin","verify":"https://unfragile.ai/api/v1/verify?slug=morphlin","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"}}