BROWSER USE - Browser Use Agents: give Browser Use a task and receive completed work. API V4 is current for new integrations. - Browser Infrastructure: connect your agent or automation to managed browsers through SDK, REST, or CDP. Starts at $0.02/browser-hour. - Developer tools: Open Source, Browser Harness, SDK, and MCP support the two products above. [Developer Index](https://browser-use.com/index.md) [Product Map](https://browser-use.com/llms.txt) [Full Product Context](https://browser-use.com/llms-full.txt) [Pricing](https://browser-use.com/pricing.md) [Cloud Docs](https://docs.browser-use.com/cloud/quickstart) [Open Source Docs](https://docs.browser-use.com/open-source/introduction) --- # WhenToProfit: 20 WebMCP tools for AI agents ![](https://www.google.com/s2/favicons?domain=whentoprofit.vercel.app&sz=96) Finance · whentoprofit.vercel.app ## WhenToProfit Business profitability forecasting tool. Agents can read assumptions and forecasts, compare scenarios, explain metrics and estimate valuation. [Open whentoprofit.vercel.app](https://whentoprofit.vercel.app/) ## Ask an agent to - Show when my current scenario becomes profitable - Compare the base and optimistic scenarios - Explain what burn rate means for my project ## 20 tools - `add_scenario_event` WRITE: add and SAVE a business event/change to an existing NON-Base scenario. Supports the same event types as the UI (hire\_people, change\_price, change\_growth, change\_churn, increase\_marketing, change\_costs… scenarioId: string, type: string, date: string?, fromMonth: number?, params: object?, label: string? - `analyze_business`read-only Analyze the currently active WhenToProfit project + scenario using the existing forecast results. Returns the revenue trajectory, gross margin, operating margin, profitability timing, cash/runway situation, and a few… - `apply_goal_path` WRITE: apply a goal path (candidate changes from find\_path\_to\_goal) to an explicit NON-Base scenario. Each change is validated and applied through the same event-mutation flow the UI uses, then results are… scenarioId: string, changes: array, goalLabel: string? - `calculate_valuation`read-only Estimate the current active project's value using WhenToProfit's simplified approach. Tech/SaaS uses a revenue/ARR multiple (default 4x); Retail/F&B uses an operating-profit multiple (default 3x). Optionally override… method: string?, multiple: number? - `compare_scenarios`read-only Compare WhenToProfit scenarios for the current project by running the existing financial engine for each. Pass an optional array of scenario ids; if omitted, all scenarios are compared. Returns per-scenario total… scenarioIds: array? - `compare_simulation`read-only Run several hypothetical WhenToProfit simulations side by side using the existing financial engine, and return key decision metrics for each plus the current active scenario as a baseline. Each simulation is passed… simulations: array - `create_scenario` WRITE: create and SAVE a new scenario for the active WhenToProfit project. The new scenario is empty, becomes the active scenario, and the project is persisted through the normal store. Base Case is never modified.… name: string, description: string? - `explain_metric`read-only Explain one WhenToProfit metric to a non-finance user. Provide the metric name (e.g. "operational break-even", "runway", "gross margin", "operating margin", "cash-flow positive", "revenue", "operating profit", "ARR"… metric: string - `find_path_to_goal`read-only Search for a feasible set of deterministic changes that could achieve a financial goal in the current WhenToProfit project. Uses the SAME grid-search solver as the Reach a Goal UI. Goal types: 'target\_arr'… goal: string, targetValue: number, targetMonth: number?, cashNeverNegative: boolean? - `get_active_scenario`read-only Get the currently selected WhenToProfit scenario: its id, name, whether it is the Base Case, and every change/event it contains (type, targeted field, value or financing amount, forecast month, calendar month, and… - `get_current_project`read-only Get a structured snapshot of the currently active WhenToProfit project: the project name, business type, forecast start date, the active scenario, all available scenarios with their decision/event counts, the… - `get_financial_results`read-only Get the complete current forecast results for the active WhenToProfit scenario: a month-by-month table (revenue, variable costs, gross profit, fixed operating costs, operating profit, financing received, cash balance… - `get_project_assumptions`read-only Get the currently active WhenToProfit project's assumptions grouped by category (revenue drivers, variable costs, fixed operating costs, startup/initial investment). Returns both the raw business-level driver values… - `inspect_model_health`read-only Check the current WhenToProfit project + active scenario for obvious data integrity problems the model can detect: zero/negative starting cash, invalid (NaN/negative) assumptions, out-of-range percentages, missing… - `move_scenario_event` WRITE: move an existing event/change in a NON-Base scenario to a different calendar month. Provide scenarioId, eventId (change\_), and newDate (YYYY-MM) within the forecast. Base Case is immutable. Persists… scenarioId: string, eventId, newDate: string - `remove_scenario_event` WRITE: remove an existing event/change from a NON-Base scenario. Provide scenarioId and eventId ("change\_"). Base Case is immutable. Persists through the normal store, recalculates results, and returns the… scenarioId: string, eventId - `rename_scenario` WRITE: rename an existing NON-Base scenario in the active project. Provide scenarioId and a non-empty name. Base Case cannot be renamed. Persists through the normal store. scenarioId: string, name: string - `set_active_scenario` Switch the UI to a different scenario in the active project. Provide scenarioId. Validates that the scenario belongs to the project, then uses the exact same handler as the UI so scorecards/charts update and stay in… scenarioId: string - `simulate_scenario`read-only Test hypothetical WhenToProfit changes WITHOUT saving them. Provide either raw scenario changes or business events (type + date/fromMonth + params). Runs the existing financial engine on the current project's base… name: string?, changes: array?, events: array? - `update_scenario_event` WRITE: modify an existing event/change in a NON-Base scenario. Provide scenarioId and the event id ("change\_"). Update the event type, date/fromMonth, params, or label. Base Case is immutable. Persists through… scenarioId: string, eventId, type: string, date: string?, fromMonth: number?, params: object?, label: string? Tools 20 Registered with JavaScript Scan finished Oct 19, 2026 Tool names and descriptions are what whentoprofit.vercel.app/ registered when we loaded it in Chrome 154 on Browser Use Cloud. The summary and the “ask an agent” lines are AI-written from them. To call the tools yourself, see [Chrome’s WebMCP docs](https://developer.chrome.com/docs/ai/webmcp). [How we found it](https://browser-use.com/webmcp#method). ## More finance sites - [![](https://www.google.com/s2/favicons?domain=lendingtree.com&sz=64)LendingTree3 tools · lendingtree.com](https://browser-use.com/webmcp/lendingtree.com) - [![](https://www.google.com/s2/favicons?domain=sparkasse.de&sz=64)Sparkasse4 tools · sparkasse.de](https://browser-use.com/webmcp/sparkasse.de) - [![](https://www.google.com/s2/favicons?domain=bitpanda.com&sz=64)Bitpanda2 tools · bitpanda.com](https://browser-use.com/webmcp/bitpanda.com) - [![](https://www.google.com/s2/favicons?domain=1inch.com&sz=64)1inch4 tools · 1inch.com](https://browser-use.com/webmcp/1inch.com) - [![](https://www.google.com/s2/favicons?domain=freetaxusa.com&sz=64)FreeTaxUSA14 tools · freetaxusa.com](https://browser-use.com/webmcp/freetaxusa.com) - [![](https://www.google.com/s2/favicons?domain=app.ramp.com&sz=64)Ramp29 tools · app.ramp.com](https://browser-use.com/webmcp/app.ramp.com) [All 329 finance sites →](https://browser-use.com/webmcp/finance)