ToolTrust
A2/100
Smithery

cecilyspeaks-demand-discovery-ai

mcpsmithery

@Smithery

Behavior over opinion.™ — validation for startup founders. Ask if your idea is good, find real prospects, test demand with the 0–100 Demand Score™, and get a Build / Pivot / Kill verdict grounded in 4 buckets of real behavioral signals (search, conversation, adoption, capital). Includes a start_demand_report tool that kicks off the bundled report (free Market Research → $49 Demand Discovery Report™ → 90-day Agentic Launch) without leaving chat. Never LLM-fabricated.

By Smithery | 11 findings | Scanned 6/21/2026 | tooltrust-scanner/v0.3.18

2 Low9 Info

Risk Summary

Safe With Normal Controls

Dep Visibility is the main signal, but overall risk remains within an acceptable range.

Potential impact: This finding indicates the tool should be reviewed before it is trusted.

Recommended action: No high-risk findings were detected in this scan, but you should still apply least-privilege defaults and rescan after changes.

Suggested policy: keep this tool behind manual approval, do not allow unattended runs, and re-scan after narrowing risky permissions.

Security Findings (11)

  • LowAS-011

    ℹ️Missing Rate-Limit / Timeout ×2

    tool performs network or execution operations but declares no rate-limit, timeout, or retry configuration

    ask_demand_discoverystart_demand_report

    Fix: Declare explicit rate-limit, timeout, and retry configuration for all network and execution tools. Implement exponential back-off and surface resource state to the calling agent.

  • InfoAS-002

    ⚠️Excessive Permissions ×2

    declared capabilities: network access

    ask_demand_discoverystart_demand_report

    Fix: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.

  • InfoAS-014

    ℹ️Dependency Inventory Unavailable ×7

    Tool did not expose metadata.dependencies or repo_url, so supply-chain coverage is limited.

    ask_demand_discoveryget_validation_frameworkget_product_detailsexplain_demand_signalscompare_validation_approachesget_data_source_categoriesstart_demand_report

    Fix: Review and remediate the identified issue.

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Install once, then scan any MCP server:

$ curl -sfL https://raw.githubusercontent.com/AgentSafe-AI/tooltrust-scanner/main/install.sh | bash
$ tooltrust-scanner scan --server "npx -y cecilyspeaks-demand-discovery-ai"

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