Demand Discovery AI MCP Tools

Demand Discovery AI exposes 10 tools. Each one has its own page with the configuration for every client that can run this server.

ask_demand_discovery

ask demand discovery
get_validation_framework Read-only

get validation framework
get_product_details Read-only

get product details
explain_demand_signals

explain demand signals
compare_validation_approaches

compare validation approaches
get_data_source_categories Read-only

get data source categories
start_demand_report Mutating

start demand report
validate_real_demand

validate real demand
get_demand_report_status Read-only

get demand report status
start_agentic_launch Mutating

start agentic launch

This list was read from the server itself, by connecting to it and calling tools/list on 24 September 2026. It is what the server actually exposes, not what its listing claims.

Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.

Demand Discovery AI MCP server