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Aleksey-Panf

b2b-enrichment-mcp

by Aleksey-Panf
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Python
Remote

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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A4.5/5.0

    Scored across 11 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: Apollo tools handle company/person enrichment in different ways, Hunter tools cover email finding, verification, and account info, and search tools are for prospecting. Even similar tools like enrich_person and enrich_person_by_email are differentiated by required inputs.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern with underscores, e.g., enrich_company, hunter_find_email, search_people. This makes the API predictable and easy to navigate.

    Tool Count5/5

    11 tools is a well-scoped number for a B2B enrichment server. It covers essential operations from both Apollo and Hunter without being excessive or leaving gaps.

    Completeness5/5

    The tool set provides full coverage for B2B enrichment workflows: company and person enrichment, email finding and verification, batch operations, and search. No obvious missing operations like update/delete are needed for this domain.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources