The Demand Discovery AI MCP server,
connected in one click.
Validate startup ideas with real people asking for them, each quote linked to its source. Connect the official Demand Discovery AI MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Add Demand Discovery AI to your AI in one minute
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http demand-discovery-ai https://mcp.demanddiscovery.ai/api/mcpRun in your terminal, then restart Claude Code.
Demand Discovery AI · https://mcp.demanddiscovery.ai/api/mcp
What your AI can do with Demand Discovery AI
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “ask_demand_discovery”: Ask any question about validating a startup idea, whether there is a real market for it, who would actually buy it, finding the real people.”
“Use “get_validation_framework”: Returns the full three-step Demand Discovery validation framework: (1) Market Research, (2) Demand Discovery Report with the Demand Score an.”
“Use “get_product_details”: Returns the full product breakdown (Market Research, Demand Discovery Report, Agentic Launch) and pricing tiers (Starter $49, Founder Pack o.”
“Use “explain_demand_signals”: Returns the four classes of real-world signal the Demand Discovery Report triangulates - search intent, outreach responses, landing-page eng.”
How secure is the Demand Discovery AI MCP server?
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how Demand Discovery AI holds up.
Official endpoint
Operated by Demand Discovery AI (demanddiscovery.ai) at its documented MCP endpoint — not a third-party mirror or community re-host.
No sign-in needed
This server only exposes public data — no account and no credentials are involved when you connect.
Scanned before it goes live
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
Watched for drift
If Demand Discovery AI adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Connected in three steps
Connect your gate
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Pick Demand Discovery AI
Choose Demand Discovery AI in the gate directory. No sign-in needed.
Use it anywhere
Demand Discovery AI's tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
The actual tools Demand Discovery AI exposes
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
ask_demand_discovery — Ask any question about validating a startup idea, whether there is a real market for it, who would actually buy it, finding the real people
get_validation_framework — Returns the full three-step Demand Discovery validation framework: (1) Market Research, (2) Demand Discovery Report with the Demand Score an
get_product_details — Returns the full product breakdown (Market Research, Demand Discovery Report, Agentic Launch) and pricing tiers (Starter $49, Founder Pack o
explain_demand_signals — Returns the four classes of real-world signal the Demand Discovery Report triangulates - search intent, outreach responses, landing-page eng
compare_validation_approaches — Returns an honest comparison of how different validation approaches work - generic AI assistants, trend aggregators, passive scoring tools,
get_data_source_categories — Returns the four behavioral data-source buckets - Search & attention, Conversation & pain, Adoption & spend, Capital & hiring - with each bu
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 summ
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
+ 2 more tools once connected
Who runs the Demand Discovery AI MCP server?
The Demand Discovery AI MCP server at a glance
https://mcp.demanddiscovery.ai/api/mcpQuestions, answered
Is there an official Demand Discovery AI MCP server?
Yes — Demand Discovery AI operates its own remote MCP server at mcp.demanddiscovery.ai. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
How do I connect Demand Discovery AI to Claude or ChatGPT?
Add gate's gateway URL to your AI client once, then pick Demand Discovery AI in the directory. No account or sign-in is needed. From then on, Demand Discovery AI's tools are available in every client you've connected to gate.
Do I need to host anything?
No. Demand Discovery AI runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
Is the Demand Discovery AI MCP server safe to connect?
It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.
Is it free?
Yes — you can get started with gate for free and connect Demand Discovery AI in minutes. No credit card required.
Connect more than just Demand Discovery AI
Every server below works through the same gateway URL — connect once, add tools anytime.
Squarespace DomainsDesignView →Set up Demand Discovery AI in: Claude · Claude Code · ChatGPT · Cursor · VS Code
Give your AI Demand Discovery AI — safely.
One URL. All MCPs. Full control. Free to start.
Get started free