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D4umak

HeyLead

by D4umak
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Python
Hybrid

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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

    A3.9/5.0

    Scored across 22 tools

    Disambiguation3/5

    Descriptions explicitly cross-reference sibling tools and clarify most boundaries, but several pairs still overlap: account vs accounts, send_message vs answer_inbox for replying, and status/reporting tools such as show_status, analytics, campaign_status, and scheduler_status. The detailed descriptions reduce misselection, but the set has real overlapping purposes.

    Naming Consistency3/5

    All names use snake_case and remain readable, but conventions are mixed: noun-only tools (campaign, prospect, inbox), noun_status tools (campaign_status, scheduler_status), and verb_noun tools (update_contact, create_campaign, send_message). Singular/plural pairs like account vs accounts also weaken predictability.

    Tool Count3/5

    22 tools is borderline heavy for this domain. Many read/status tools could be consolidated, and some messaging tools overlap, so the set feels broader than tightly scoped even though the platform is complex.

    Completeness4/5

    The surface covers the main LinkedIn outreach lifecycle: setup, accounts, ICP generation, campaign creation/editing/control, prospects, contacts, inbox, sending, replies, scheduler, analytics, and meeting booking. Minor gaps exist, such as no dedicated contact creation/deletion or explicit list_campaigns, but agents can generally work around them.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources