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WillHeadlee

Little Green Light MCP Server

by WillHeadlee
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JavaScript
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

    B3.1/5.0

    Scored across 148 tools

    Disambiguation4/5

    The overwhelming majority of tools use a clear entity+action pattern, so a CRUD tool for gifts, appeals, notes, etc. is easy to distinguish. The main friction points are the two invitation-creation tools (create_constituent_invitation vs create_event_invitation) and the cluster of constituent search/donor-lookup/report tools that overlap in audience even if their descriptions are careful.

    Naming Consistency4/5

    Most tools consistently follow verb_noun snake_case (list_, get_, create_, update_, delete_, search_). Deviations such as record_gift, recent_donors/lapsed_donors/top_donors, add_constituent_to_group, and constituents_missing_info break the pattern but remain understandable.

    Tool Count1/5

    At 148 tools this is an extreme surface for an MCP server, far beyond the 25+ threshold, and will create significant context overhead and selection difficulty. The broad entity coverage explains some of the size, but the toolset would be more usable split across focused servers or substantially consolidated.

    Completeness5/5

    The server covers full CRUD/lifecycle workflows for constituents, contact methods, gifts, campaigns, funds, events, appeals, notes, relationships, groups, memberships, volunteer time, class affiliations, and invitations, plus specialized donor analytics and review-queue submissions. The raw call_lgl_api passthrough also closes any remaining endpoint gaps, so there are no obvious dead ends.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources