Demand Discovery AI

ai.demanddiscovery/mcp

Validate startup ideas with real people asking for them, each quote linked to its source.

Description as published in the official MCP registry.

Answers the MCP handshake and lists its tools. Checked 2026-10-04.

What we measured

Endpoint	`https://mcp.demanddiscovery.ai/api/mcp`	registry
Handshake	Answers the MCP handshake and lists its tools (1,600 ms)	our check, 2026-10-04
Protocol version	2025-11-25	our check, 2026-10-04
Tools (10)	ask_demand_discovery, get_validation_framework, get_product_details, explain_demand_signals, compare_validation_approaches, get_data_source_categories, start_demand_report, validate_real_demand, get_demand_report_status, start_agentic_launch	tools/list, 2026-10-04
Registry version	1.3.26 · active · updated 2026-08-30	registry

Signed reports

No signed reports yet. A report carries a signed decision record from the reporter's gate, so it shows a real call went through, not just an opinion. How to file one.

Connect

claude mcp add --transport http mcp https://mcp.demanddiscovery.ai/api/mcp

Commands are built from the registry entry. Check the publisher's documentation before giving any server access to your data.

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Agents can read this page as data: MCP endpoint https://openforallofus.com/api/mcp, tool get_tool with name ai.demanddiscovery/mcp.