CFO Strategy Prover MCP Connector for Claude
A+A board received an AI-generated forecast: hockey stick J-curve with 90% margins and zero CAC expansion. It says 'we can always raise' as a runway strategy. It scales headcount before product-market fit. That is not financial strategy — that is a bonfire. This tool forces five CFO-level financial axes: unit economics, runway discipline, capital allocation, scenario forecasting, and risk mitigation.
The Problem
Every LLM commits five financial reasoning failures:
- Uneconomic Model — forecasts J-curves without proving margins.
- Runway Hazard — ignores burn rate, assumes fundraising.
- Capital Inefficiency — scales before product-market fit.
- Forecast Boilerplate — single-line projections, no scenarios.
- Financial Risk Exposure — ignores concentration, treasury, covenants.
The 5 Financial Axes
| Axis | Pivot | Rule |
|---|---|---|
| Unit Economics | Viable | LTV:CAC >3x, payback 60%. |
| Runway | Sufficient | >12-18 months, burn controls, fundraising trigger. |
| Capital | Optimized | R&D vs Sales vs G&A, no premature scale. |
| Forecasts | Scenario-Based | Base, Downside, Upside with triggers. |
| Risk | Mitigated | Concentration |
Related Connectors
Traffic Manager Prover MCP
A startup spent $180K on Meta Ads and reported ROAS 4.2x. The board celebrated. Then someone ran an incrementality test — a 10% holdout that saw no ads. 38% of 'attributed' conversions were organic users who would have purchased anyway. True incremental ROAS: 2.6x. $68K spent on people who needed no convincing. Platform-reported ROAS is fiction. This tool forces five axes: unit economics per channel, attribution integrity with incrementality testing, funnel diagnostics at every stage, creative performance with fatigue analysis, and audience architecture with saturation awareness.
Pricing Strategy Prover MCP
An AI recommended '$29/month per seat' because that is what three competitors charge. No value metric analysis — seat count has nothing to do with value delivered. No WTP research — the price was copied, not discovered. No segmentation — enterprise pays the same as a 3-person startup. No unit economics — CAC was $380 and LTV at $29/month with 14-month retention was $406. LTV/CAC of 1.07x. The company grew revenue 12% while burning 40% of cash on acquisition. This tool forces value metric definition, WTP research, segment pricing, unit economics, and packaging design.
Growth Strategist MCP
AI agents asked for strategy always recommend the same five things: social media, engaging content, brand awareness. None of it is strategy — it's autocomplete. Growth Strategist demands specifics: name the person, prove channel fit, take a unique position, cite evidence, tie the outcome to revenue.
Long-Term Mine Plan Engine MCP
Generates life-of-mine schedules and resource depletion profiles.