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    Demand Discovery AI

    Demand Discovery AI

    cecilyspeaks/demand-discovery-ai
    •last deployed
    Typed Output
    99.78% uptime

    Behavior over opinion.™ — validation for startup founders...

    Homepage
    demanddiscovery.ai
    Published
    May 2, 2026
    Tool Calls

    Performance

    Usage

    Integrate

    Integrate this server via the CLI, MCP SDK, or AI SDK. Smithery handles OAuth, token refresh, and session management for you.

    Create API keyManage Connections

    1. Install Smithery CLI

    2. Create a namespace

    3. Use this server

    # Add this server
    smithery mcp add cecilyspeaks/demand-discovery-ai
    
    # List available tools
    smithery tool list {connection}
    
    # Call a tool
    smithery tool call {connection} {tool_name} '{"key": "value"}'
    95/100
    Tool Calls
    842

    Performance

    Tool
    Calls
    ask_demand_discovery
    287
    start_demand_report
    215
    get_data_source_categories
    103
    get_product_details
    89
    compare_validation_approaches
    66
    get_validation_framework
    58
    explain_demand_signals
    24
    Total
    842
    Uptime (30d)99.8%
    Latency (30d)288ms p50

    Usage

    Top Clients

    1
    Smithery
    Smithery5
    Total387

    Daily Sessions