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Multilead Open API MCP Server

by vanman2024
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Python
Remote

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    TDQS

    B3.2/5.0

    Scored across 77 tools

    Disambiguation2/5

    Many tools have overlapping purposes that could cause confusion. For example, there are multiple tools for retrieving leads (get_leads_from_campaign, get_leads_from_seat, list_leads, get_lead), multiple tools for managing tags (create_tag, assign_tag_to_lead, remove_tag_from_lead, get_tags_for_leads, get_tags_for_seat, get_tags_of_a_specific_seat), and multiple tools for webhooks (create_webhook, create_global_webhook, delete_webhook, delete_global_webhook, list_webhooks, list_global_webhooks). While descriptions help, the boundaries between these tools are often unclear, leading to potential misselection.

    Naming Consistency4/5

    Most tools follow a consistent verb_noun pattern (e.g., create_campaign_from_template, get_campaign_info, update_lead). There are minor deviations, such as 'change_a_password' (includes 'a'), 'get_user_information' (uses 'information' instead of 'info'), and 'list_all_seats_of_a_specific_user' (verbose with articles). However, the overall pattern is readable and predictable, with snake_case used consistently throughout.

    Tool Count2/5

    With 77 tools, the count is excessive for the apparent scope of a LinkedIn outreach and lead management platform. Many tools appear redundant or overly granular (e.g., separate tools for seat suspension and reactivation, multiple export tools with slight variations). This volume will overwhelm agents and increase the risk of misselection, indicating poor scoping and a need for consolidation.

    Completeness5/5

    The tool set provides comprehensive coverage for the domain of LinkedIn outreach, lead management, and team administration. It includes full CRUD operations for leads, campaigns, tags, webhooks, seats, teams, and users, along with advanced features like message syncing, blacklisting, statistics, and exports. There are no obvious gaps; agents can perform end-to-end workflows without dead ends.

    Maintenance

    ActivityInactive
    ResponsivenessResponsive

    Resources