Demand Discovery AI

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How to connect

Add it to any MCP client that supports remote servers.

{
  "mcpServers": {
    "demand-discovery-ai": {
      "type": "http",
      "url": "https://mcp.demanddiscovery.ai/api/mcp"
    }
  }
}

10 tools

• ask_demand_discovery

  Answers questions about startup validation using Demand Discovery AI’s knowledge base and the “Behavior over opinion.™” framework. DD reports compile evidence in minutes: real people, quoted in their own words, asking for what you want to build, with each quote linked to its…

• get_validation_framework

  Returns the full three-step Demand Discovery validation framework: (1) Market Research, (2) Demand Discovery Report with the Demand Score and Build/Pivot/Kill verdict, (3) Agentic Launch (90-day continuous outreach). Use when a user asks "how do I validate an idea?", "what's the…

• get_product_details

  Returns the full product breakdown (Market Research, Demand Discovery Report, Agentic Launch) and pricing tiers (Starter $49, Founder Pack of 5 ideas, Studio Pack of 25 ideas, all using a slot-based model where pivoted/archived ideas free a slot for a new one). Use when a user…

• explain_demand_signals

  Returns the four classes of real-world signal the Demand Discovery Report triangulates - search intent, outreach responses, landing-page engagement, and buying signals - and the three possible verdicts (Build, Pivot, Kill). Use when a user asks how the score works at a high…

• compare_validation_approaches

  Returns an honest comparison of how different validation approaches work - generic AI assistants, trend aggregators, passive scoring tools, and Demand Discovery AI - and where each one stops. Use when a user is evaluating approaches, asking "what makes Demand Discovery…

• get_data_source_categories

  Returns the four behavioral data-source buckets - Search & attention, Conversation & pain, Adoption & spend, Capital & hiring - with each bucket's tagline and what it captures. Use when a user asks "what data sources do you use?", "where does the Demand Score come from?", or…

• start_demand_report

  VERBATIM OUTPUT — READ FIRST (the most important rule for this tool): every piece of report text this tool returns (the Market Research summary AND the next-step message) is authored on our side. Your reply MUST BEGIN by printing that text EXACTLY as written — the report body…

• validate_real_demand

  Check the account status for this idea's full Demand Discovery Report and return the user's next step. This call NEVER moves money and never transacts on the user's behalf - it only looks up whether the given email already has an account with available report slots or a report…

• get_demand_report_status

  Poll the status of a paid Demand Discovery Report after the user has started checkout with validate_real_demand. Call this with the orderId it returned, once the user says they've paid. The report builds over ~2-3 minutes. If your runtime supports repeated tool execution, call…

• start_agentic_launch

  Kick off Day 1 of the 90-day Agentic Launch for a completed Demand Discovery Report. Demand Discovery surfaces named prospects matching the idea's ICP and DRAFTS the first outreach batch. It sends NOTHING automatically - the user reviews and sends from their hosted manage page…

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