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b2b-lead-quant-mcp

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    TDQS

    B3.4/5.0

    Scored across 8 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes: email verification, company enrichment, deliverability scoring, domain security auditing, TLS monitoring, RDAP expiry monitoring, portfolio optimization, and overfitting auditing. Some potential overlap exists between find_and_verify_corporate_emails and enrich_company_websites, and between score_email_deliverability_risk and audit_domain_email_security, but the descriptions provide enough detail to separate them.

    Naming Consistency5/5

    All tool names use snake_case with a predictable verb-first structure (optimize_, find_and_verify_, enrich_, score_, audit_, monitor_). Although some names are longer and combine actions, the underlying convention is consistent across the entire set.

    Tool Count4/5

    Eight tools is a reasonable count for a server covering two related domains: B2B lead intelligence and quant strategy auditing. Each tool represents a substantial operation, though the set feels slightly unfocused because it merges two distinct problem areas.

    Completeness3/5

    The B2B side covers verification, enrichment, deliverability scoring, and domain security monitoring, but lacks any prospecting or search tool to discover new leads from criteria. The quant side offers portfolio optimization and overfitting auditing, but no backtest execution, market data retrieval, or live strategy management, leaving notable gaps for end-to-end workflows.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources