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Company Enrichment MCP

Company Enrichment MCP

by rezearcher

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    TDQS

    A3.9/5.0

    Scored across 4 tools

    Disambiguation4/5

    Each tool has a distinct action (probe hiring, describe schema, full enrich, grade email domain), and descriptions explicitly frame the lighter tools as cheap pre-checks versus the full enrich_company crawl. The only residual ambiguity is that company_hiring_signal and check_email_domain surface data already contained inside enrich_company's output, so an agent must judge when the lite path is worth it.

    Naming Consistency4/5

    Three of four tools use a clean verb_noun snake_case pattern (list_capabilities, enrich_company, check_email_domain). company_hiring_signal breaks the pattern as a noun phrase, a minor deviation in an otherwise predictable scheme.

    Tool Count4/5

    Four tools is small but well matched to a focused enrichment server: one meta/help tool, one heavy enrichment call, and two cheap probes. It sits at the lean edge of the 3-15 range, with the two probe tools arguably being extractable features of enrich_company rather than independent capabilities.

    Completeness4/5

    The surface covers the core enrichment lifecycle well: schema discovery, full domain-based enrichment with contacts/tech/hiring, plus targeted hiring and email-deliverability probes. Gaps are minor, e.g. no explicit bulk/batch status retrieval or follow-up lookup by a previously returned canonical domain, but agents can work around these by re-calling enrich_company.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues