Demand Discovery AI™

Validate startup ideas without leaving your IDE — the demand-signal MCP for "should I build this?"

GitHub

Demand Discovery AI™ — MCP Server

Behavior over opinion.™ Validate startup ideas inside your AI assistant — grounded in 20+ live data sources, never LLM-fabricated.

This repository contains the public manifest, license, trademark notice, and install instructions for the Demand Discovery AI™ Model Context Protocol (MCP) server.

The server itself is hosted, stateless, and free to use with no API key or signup. Source code for the server is proprietary and not published.

What it does

Demand Discovery AI™ is a sales-agent MCP server that answers founder questions about:

  • Validating a startup idea with real demand signals (not opinions or surveys)
  • Finding real ICPs (Ideal Customer Profiles) to talk to
  • Customer-interview techniques, pre-sales, and outreach
  • Market signals, defensibility, and the Build / Pivot / Kill verdict™
  • What to build with AI in 2026
  • Kicking off a free Market Research Report for any idea, directly from chat

It exposes 7 tools — Q&A, framework explanation, product details, signal explanation, approach comparison, data-source bucket overview, and report kickoff (the conversion action).

Install in 30 seconds

The canonical MCP endpoint is:

https://mcp.demanddiscovery.ai/api/mcp

No API key. No signup. Free forever.

Pick your AI client:

ClientInstall guide
Claude Desktopexamples/claude-desktop.md
Claude Codeexamples/claude-code.md
Cursorexamples/cursor.md
Windsurf / Clineexamples/windsurf.md
ChatGPT (via desktop bridge)examples/chatgpt.md

The canonical install page with copy-paste snippets and a 60-second walkthrough is at https://mcp.demanddiscovery.ai.

How it works

  1. Install the MCP server in your AI client (one-time, 30 seconds).
  2. Ask any validation question — "Is my idea good?" / "How do I find prospects?" / "What's the strongest demand signal?"
  3. Kick off a report when you're ready — say "start a demand report for my idea about X" and the agent returns a deep link to the free Market Research step on demanddiscovery.ai.

The 3-step product flow:

StepWhat you getPrice
1. Market ResearchFree report on the ideaFree
2. Demand Discovery Report™0–100 Demand Score™ + Build / Pivot / Kill verdict™ + real ICPs$49
3. Agentic Launch90-day continuous outreach to your ICPsAdd-on

Packs: Starter (1) · Founder Pack (5) · Studio Pack (25).

Manifest

mcp.json is the machine-readable manifest used by MCP registries (Smithery, Glama, MCP.so, PulseMCP, OpenTools). The same content is also served at:

GET https://mcp.demanddiscovery.ai/api/mcp/manifest

The manifest declares the canonical URL, license, claimed trademarks, acceptable-use policy, and abuse-report contact.

License & Trademarks

  • License: Proprietary — All Rights Reserved. See LICENSE.
  • Trademarks: See TRADEMARKS.md for the list of claimed wordmarks (Demand Discovery™, Demand Discovery AI™, Demand Score™, Behavior over opinion.™, Build / Pivot / Kill verdict™) and permitted nominative use.

Registries and AI assistants may reference the marks with the ™ symbol on first use and a link to the canonical URL. Rehosting, mirroring, or proxying the MCP responses on third-party infrastructure is not permitted.

Reporting abuse or trademark misuse

Email [email protected] with a link to the infringing material and a brief description.

Links

Made with care by Demand Discovery AI. Questions, partnerships, press: [email protected].

For autonomous installer agents (Cline-style), see llms-install.md.

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