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58 lines
2.7 KiB
Markdown
58 lines
2.7 KiB
Markdown
# Example: SaaS Scenario Modeler
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A React-based demo MCP App that lets users adjust SaaS business parameters and see real-time 12-month projections of revenue, costs, and profitability with comparison against pre-built scenario templates.
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<table>
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<tr>
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<td><a href="https://modelcontextprotocol.github.io/ext-apps/screenshots/scenario-modeler-server/01-compare-to.png"><img src="https://modelcontextprotocol.github.io/ext-apps/screenshots/scenario-modeler-server/01-compare-to.png" alt="Compare to" width="100%"></a></td>
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<td><a href="https://modelcontextprotocol.github.io/ext-apps/screenshots/scenario-modeler-server/02-bootstrapped-growth.png"><img src="https://modelcontextprotocol.github.io/ext-apps/screenshots/scenario-modeler-server/02-bootstrapped-growth.png" alt="Bootstrapped growth" width="100%"></a></td>
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<td><a href="https://modelcontextprotocol.github.io/ext-apps/screenshots/scenario-modeler-server/03-vc-rocketship.png"><img src="https://modelcontextprotocol.github.io/ext-apps/screenshots/scenario-modeler-server/03-vc-rocketship.png" alt="VC rocketship" width="100%"></a></td>
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</tr>
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</table>
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## Features
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- **Interactive Parameters**: 5 sliders for Starting MRR, Growth Rate, Churn Rate, Gross Margin, and Fixed Costs
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- **12-Month Projections**: Line chart showing MRR, Gross Profit, and Net Profit over time
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- **Scenario Templates**: 5 pre-built business strategies (Bootstrapped, VC Rocketship, Cash Cow, Turnaround, Efficient Growth)
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- **Template Comparison**: Overlay dashed lines to compare your scenario against any template
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- **Summary Metrics**: Key metrics including Ending MRR, Total Revenue, Total Profit, and break-even month
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- **Theme Support**: Adapts to light/dark mode preferences
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## Running
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1. Install dependencies:
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```bash
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npm install
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```
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2. Build and start the server:
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```bash
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npm start
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```
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The server will listen on `http://localhost:3001/mcp`.
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3. View using the [`basic-host`](https://github.com/modelcontextprotocol/ext-apps/tree/main/examples/basic-host) example or another MCP Apps-compatible host.
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## Architecture
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### Server (`server.ts`)
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Exposes a single `get-scenario-data` tool that returns:
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- 5 pre-built scenario templates with parameters, projections, and summaries
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- Default input values for the sliders
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- Optionally computes custom projections when `customInputs` are provided
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The tool is linked to a UI resource via `_meta[RESOURCE_URI_META_KEY]`.
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### App (`src/`)
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- Built with React for reactive slider updates and derived state management
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- Uses Chart.js for the line chart visualization
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- All projection calculations run client-side for instant slider feedback
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- Components: `SliderRow`, `MetricCard`, `ProjectionChart`
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- Template comparison shown as dashed overlay lines on the chart
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