// MCP TOOL REFERENCE

DEMAND DISCOVERY AI TOOLS

7 tools from the Demand Discovery AI MCP Server, categorised by risk level.

View the Demand Discovery AI policy → Token cost: 2,244 tokens →

// ALL 7 DEMAND DISCOVERY AI TOOLS

READ 4 tools

Read ask_demand_discovery Ask any question about validating a startup idea, finding real prospects, testing demand, customer-intervie... Read get_data_source_categories Returns the four behavioral data-source buckets - Search & attention, Conversation & pain, Adoption & spend... Read get_product_details Returns the full product breakdown (Market Research, Demand Discovery Report, Agentic Launch) and pricing t... Read get_validation_framework Returns the full three-step Demand Discovery validation framework: (1) Market Research, (2) Demand Discover...

EXECUTE 3 tools

Execute compare_validation_approaches Returns an honest comparison of how different validation approaches work - generic AI assistants, trend agg... Execute explain_demand_signals Returns the four classes of real-world signal the Demand Discovery Report triangulates - search intent, out... Execute start_demand_report Kick off a free Market Research report for the user's idea directly from chat. Returns a deep link to https...

// FAQ

How many tools does the Demand Discovery AI MCP server have? +

The Demand Discovery AI MCP server exposes 7 tools across 2 categories: Read, Execute.

How do I enforce policies on Demand Discovery AI tools? +

Route the Demand Discovery AI server through the PolicyLayer gateway. Define allow, deny, or approval rules per tool in the dashboard — they are enforced on every call before it reaches the server.

What risk categories do Demand Discovery AI tools fall into? +

Demand Discovery AI tools are categorised as Read (4), Execute (3). Each category has a recommended default policy.

Let agents act without letting them run wild.

Route your MCP servers through PolicyLayer and every tool call is checked against your policy before it runs — allow, deny, or require approval. Per-identity grants. Full audit log. Live in minutes.

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