Flatland
Build typed P&Ls, run scenario analysis, and export Excel models from your agent while scoping unit economics and plans.
Overview
Flatland is a MCP server for the Validate phase that provides AI agents a typed financial modeling engine with P&Ls, scenario analysis, and Excel export.
What is this MCP server?
- Financial modeling engine with typed profit-and-loss structures
- Scenario analysis for agent-driven what-if planning
- Excel export for sharing with cofounders or accountants
- Hosted API at api.flatlandfi.com/mcp plus npm flatland-setup package
- Server version 1.1.2 (streamable-http)
- Server version: 1.1.2
- Remote URL: https://api.flatlandfi.com/mcp
- npm identifier: flatland-setup @ 1.1.2
What problem does it solve?
Solo builders struggle to keep unit economics and scenarios in sync when modeling happens outside the agent that is drafting the product plan.
Who is it for?
Indie SaaS founders validating pricing, COGS, and runway scenarios inside Claude Code with exportable spreadsheets.
Skip if: Full ERP replacement, automated tax filing, or teams that only need static markdown business plans without numbers.
What do I get? / Deliverables
Your agent can build and stress-test typed P&Ls via Flatland MCP and export Excel for stakeholders.
- Typed P&L models constructed via agent
- Scenario comparison outputs
- Excel exports for external review
Recommended MCP Servers
Journey fit
Canonical shelf is Validate because typed models and scenarios answer whether the business math works before full build. Pricing subphase covers revenue, cost structure, and scenario stress tests that inform price and runway assumptions.
How it compares
Quantitative modeling MCP, not a landing-page or brainstorming methodology skill.
Common Questions / FAQ
Who is Flatland for?
Solo builders and small teams who want agent-assisted P&Ls, scenarios, and Excel export during business validation.
When should I use Flatland?
In Validate when you are pressure-testing pricing, margins, and growth cases before committing to a full build.
How do I add Flatland to my agent?
Connect https://api.flatlandfi.com/mcp as streamable-http or use the npm flatland-setup package per flatlandfi.com docs in your MCP client.