{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"smithery_keithah-monarchmoney-ts-mcp","slug":"keithah-monarchmoney-ts-mcp","name":"Monarch Money","type":"mcp","url":"https://github.com/keithah/monarchmoney-ts-mcp","page_url":"https://unfragile.ai/keithah-monarchmoney-ts-mcp","categories":["mcp-servers","observability"],"tags":["mcp","model-context-protocol","smithery:keithah/monarchmoney-ts-mcp"],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"smithery_keithah-monarchmoney-ts-mcp__cap_0","uri":"capability://tool.use.integration.account.transaction.tracking","name":"account transaction tracking","description":"Monarch Money implements a transaction tracking capability by integrating with various financial institutions via APIs, allowing users to automatically pull in account balances and recent transactions. It employs a model-context-protocol (MCP) architecture to ensure that data is consistently updated and reflects real-time changes in user accounts, providing a seamless experience for financial monitoring.","intents":["How can I automatically track my bank transactions in real-time?","What tools can I use to consolidate my financial accounts?","How do I get insights into my spending habits?"],"best_for":["individuals looking to manage multiple financial accounts in one place"],"limitations":["Dependent on third-party API availability; may not support all banks","Requires user authentication for each financial institution"],"requires":["Node.js 14+","API keys for financial institutions"],"input_types":["API credentials","user account information"],"output_types":["structured data","transaction summaries"],"categories":["tool-use-integration","financial-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_keithah-monarchmoney-ts-mcp__cap_1","uri":"capability://data.processing.analysis.budget.monitoring.and.insights","name":"budget monitoring and insights","description":"This capability allows users to set budgets and monitor their spending against those budgets using a dynamic dashboard that visualizes financial trends. It leverages historical transaction data and applies machine learning algorithms to provide personalized insights and alerts when users approach or exceed their budget limits.","intents":["How can I set a budget and track my spending against it?","What insights can I get about my financial habits?","How do I receive alerts for budget overruns?"],"best_for":["budget-conscious individuals wanting to optimize their spending"],"limitations":["Insights are based on historical data; may not predict future trends accurately","Requires consistent transaction data for effective monitoring"],"requires":["Node.js 14+","User-defined budget parameters"],"input_types":["user-defined budgets","transaction data"],"output_types":["visual reports","alerts"],"categories":["data-processing-analysis","financial-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_keithah-monarchmoney-ts-mcp__cap_2","uri":"capability://data.processing.analysis.spending.trend.analysis","name":"spending trend analysis","description":"Monarch Money analyzes user spending trends by aggregating transaction data over time and visualizing it through charts and graphs. This capability uses time-series analysis to identify patterns in spending, helping users understand where their money goes and make informed financial decisions.","intents":["How can I visualize my spending over the last few months?","What categories do I spend the most on?","How do I identify trends in my financial behavior?"],"best_for":["users interested in understanding their financial patterns"],"limitations":["Requires sufficient historical data for accurate trend analysis","May not account for seasonal spending variations"],"requires":["Node.js 14+","Access to historical transaction data"],"input_types":["transaction history"],"output_types":["visual charts","trend reports"],"categories":["data-processing-analysis","financial-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_keithah-monarchmoney-ts-mcp__cap_3","uri":"capability://data.processing.analysis.transaction.filtering.and.categorization","name":"transaction filtering and categorization","description":"This capability allows users to filter transactions based on various criteria such as date, amount, or category, and automatically categorizes transactions using predefined rules. It employs a rule-based engine that learns from user interactions to improve categorization accuracy over time.","intents":["How can I filter my transactions to see only specific categories?","What tools can help me categorize my spending automatically?","How do I create custom filters for my financial data?"],"best_for":["users wanting to manage and analyze specific subsets of their transactions"],"limitations":["Initial categorization may require user input to refine accuracy","Complex filtering may slow down performance with large datasets"],"requires":["Node.js 14+","User-defined categorization rules"],"input_types":["transaction data","filter criteria"],"output_types":["filtered transaction lists","categorized summaries"],"categories":["data-processing-analysis","financial-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_keithah-monarchmoney-ts-mcp__cap_4","uri":"capability://planning.reasoning.financial.goal.setting","name":"financial goal setting","description":"Monarch Money enables users to set financial goals, such as saving for a vacation or paying off debt, and tracks progress towards these goals. It uses a goal-tracking algorithm that adjusts based on user spending and income patterns, providing feedback on how to stay on track.","intents":["How can I set and track my financial goals?","What tools help me stay accountable to my savings targets?","How do I adjust my goals based on changing financial circumstances?"],"best_for":["individuals looking to achieve specific financial milestones"],"limitations":["Goals may need frequent updates to remain relevant","Requires ongoing user engagement to adjust goals effectively"],"requires":["Node.js 14+","User-defined financial goals"],"input_types":["goal definitions","financial data"],"output_types":["progress reports","goal adjustment recommendations"],"categories":["planning-reasoning","financial-management"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":32,"verified":false,"data_access_risk":"moderate","permissions":["Node.js 14+","API keys for financial institutions","User-defined budget parameters","Access to historical transaction data","User-defined categorization rules","User-defined financial goals"],"failure_modes":["Dependent on third-party API availability; may not support all banks","Requires user authentication for each financial institution","Insights are based on historical data; may not predict future trends accurately","Requires consistent transaction data for effective monitoring","Requires sufficient historical data for accurate trend analysis","May not account for seasonal spending variations","Initial categorization may require user input to refine accuracy","Complex filtering may slow down performance with large datasets","Goals may need frequent updates to remain relevant","Requires ongoing user engagement to adjust goals effectively","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.35,"ecosystem":0.5900000000000001,"match_graph":0.25,"freshness":0.6,"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":"2026-05-24T12:16:26.915Z","last_scraped_at":"2026-05-03T15:19:46.452Z","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=keithah-monarchmoney-ts-mcp","compare_url":"https://unfragile.ai/compare?artifact=keithah-monarchmoney-ts-mcp"}},"signature":"As78ioN6ofTUZvGFMSHeovliYM1uN716++DabbaJk2wxfXTrXnbI99UNWaWLU9ZV/4bxiqdg68NJfG5sfIqLCw==","signedAt":"2026-06-22T20:57:18.552Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/keithah-monarchmoney-ts-mcp","artifact":"https://unfragile.ai/keithah-monarchmoney-ts-mcp","verify":"https://unfragile.ai/api/v1/verify?slug=keithah-monarchmoney-ts-mcp","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"}}