ToolTrust
D73/100
Smithery

leap-laboratories-discovery-engine

mcpsmithery

@Smithery

Disco is not another AI data analyst that writes pandas or SQL for you. Disco finds complex patterns in your data - feature interactions, nonlinear thresholds, and meaningful subgroups - without requiring prior hypotheses about what matters. Each pattern is validated on hold-out data, corrected for multiple testing, and (optionally) checked for novelty against academic literature with citations. This is a computational pipeline, not prompt engineering over data. You cannot replicate what it does by writing pandas code or asking an LLM to look at a CSV. It finds structure that hypothesis-driven analysis misses, because it doesn't start with hypotheses.

By Smithery | 51 findings | Scanned 4/19/2026 | tooltrust-scanner/v0.3.8

15 High15 Medium7 Low14 Info

Risk Summary

Block in Production

Excessive Permissions + Dep Visibility risk is significant. Avoid using this in production agents.

Potential impact: The agent may gain overly broad access to files, network, databases, or execution capabilities.

Recommended action: This tool should stay disabled in production agents until the flagged risks are fixed and the scan is clean.

{
  "mcpServers": {
    "leap-laboratories-discovery-engine": {
      "disabled": true
    }
  }
}

Security Findings (51)

  • HighAS-010

    🔑Insecure Secret Handling ×9

    input parameter "api_key" appears to accept a secret or credential

    discovery_estimatediscovery_uploaddiscovery_analyzediscovery_statusdiscovery_get_resultsdiscovery_accountdiscovery_add_payment_methoddiscovery_purchase_creditsdiscovery_subscribe

    Fix: Avoid accepting raw credentials as input parameters. Use secret managers (e.g. 1Password CLI, AWS Secrets Manager) and ensure credentials are never logged or stored in agent traces.

  • HighAS-002

    ⚠️Excessive Permissions ×6

    tool declares network permission

    discovery_uploaddiscovery_analyzediscovery_statusdiscovery_get_resultsdiscovery_add_payment_method

    tool declares exec permission

    discovery_analyze

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

  • MediumAS-002

    ⚠️Excessive Permissions ×15

    tool declares fs permission

    discovery_estimatediscovery_uploaddiscovery_analyzediscovery_purchase_creditsdiscovery_subscribe

    tool declares env permission

    discovery_estimatediscovery_uploaddiscovery_analyzediscovery_statusdiscovery_get_resultsdiscovery_accountdiscovery_add_payment_methoddiscovery_purchase_creditsdiscovery_subscribe

    tool declares db permission

    discovery_analyze

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

  • LowAS-011

    ℹ️Missing Rate-Limit / Timeout ×5

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

    discovery_uploaddiscovery_analyzediscovery_statusdiscovery_get_resultsdiscovery_add_payment_method

    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.

  • LowAS-002

    ⚠️Excessive Permissions ×2

    input schema exposes 12 properties (threshold: 10)

    discovery_analyze

    tool declares http permission

    discovery_add_payment_method

    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 ×14

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

    discovery_list_plansdiscovery_estimatediscovery_uploaddiscovery_analyzediscovery_statusdiscovery_get_resultsdiscovery_accountdiscovery_signupdiscovery_signup_verifydiscovery_logindiscovery_login_verifydiscovery_add_payment_methoddiscovery_purchase_creditsdiscovery_subscribe

    Fix: Review and remediate the identified issue.

Scan this tool yourself

Reproduce this audit locally, integrate into CI, or let your agent audit its own tools.

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 leap-laboratories-discovery-engine"

Adjust the package name if your npm registry name differs from the tool ID. View source

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