Business

Accelerator Alumni Engagement MCP

Measures alumni engagement effectiveness through scoring, trends, and economic value.

Accelerator Cohort Optimizer MCP

Optimize accelerator cohort selection for diversity, sector balance, and synergy.

Accelerator Mentor Match MCP

Evaluates mentor-startup matching effectiveness using expertise, capacity, and stage alignment.

Accelerator Readiness Assessment MCP

Quantify startup suitability for accelerator programs through deep readiness analysis.

Accelerator Selection Scoring MCP

Calculate weighted startup scores, adjust for interviewer bias, and evaluate cohort fit.

Bezos Flywheel Prover MCP

A startup benchmarked against 5 competitors instead of talking to a single customer. It proposed standalone initiatives

European Competition Density MCP

Analyze European market concentration, competitive intensity, and white space opportunities.

Innovation Disruption Engine MCP

Quantitatively assess market disruption potential and industry vulnerability.

Innovation Idea Validator MCP

Quantitatively assess the viability of new product ideas.

NPS Score Calculator MCP

Calculate Net Promoter Score, performance tiers, and statistical margin of error.

Ramen Shop Queue Estimator MCP

Predict wait times and congestion for Japanese-style ramen shops using queueing theory.

Rockefeller Monopoly Prover MCP

A strategy proposed entering 10 new markets while competitors controlled the supply chain. It said 'healthy competition'

Station F Global Prover MCP

European startups raise half of what American startups raise — and still think locally. One country. One language. One r

Techstars Mentor Prover MCP

A founder pitched for 45 minutes without mentioning a single customer conversation, a single mentor challenge, or a sing

Wellness Client Retention Calculator MCP

Calculate retention rates, churn, and client lifetime value for wellness businesses.

YC Startup Prover MCP

Most startups die building solutions nobody asked for. A founder pitched for 20 minutes about their proprietary algorith