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Validate startup ideas with behavioral evidence — not opinion. Demand Discovery AI™ is a sales-agent MCP that answers founders' questions about the validation framework, the four data-signal categories (Search & attention, Conversation & pain, Adoption & spend, Capital & hiring), the Demand Score™, and the Build/Pivot/Kill verdict™. Includes 7 tools: ask a free-form question, get the validation framework, get product details, explain demand signals, compare validation approaches, get data-source
An agent-friendly API for product changelogs. A unified registry via CLI, API, or MCP.
Venture Insights' free Concept Diagnostic, requested by an AI assistant for a founder.
Your product team's shared strategic memory — an MCP server your AI tools reason over.
Explore your user test data, summarize feedback, and uncover actionable insights faster. Ask questions about tests, participants, tasks, and findings in plain language.
Electronic component sourcing, BOM management, and PCB design workflows.
Real-time product data across 450+ retailers — look up any UPC for prices, images, and margin data.