little-green-light-mcp
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TDQS
Scored across 8 tools
Tools are mostly distinct: list_funds, list_appeals, list_gift_categories, list_gift_types each target a different reference data type. search_constituents and get_constituent both relate to constituents but search is for lookup by name/email while get_constituent is for a specific ID with more detail. get_constituent_gifts and search_gifts are distinct (one per constituent, one across all). Only slight overlap between search_constituents and get_constituent, but descriptions clarify their purposes.
All tool names follow a consistent verb_noun pattern: 'list_' for reference data, 'search_' for search operations, 'get_' for fetching a single record, and 'get_constituent_gifts' for the gift history. This is uniform and predictable.
8 tools is well within the ideal 3-15 range. The server covers a focused set of operations for an LGL (Little Green Light) integration: listing reference data, searching constituents, fetching details, and querying gifts. Each tool has a clear purpose, and none seem redundant.
The tools cover querying and searching capabilities well, but there are no create, update, or delete operations, so it's a read-only surface. For a CRM/donation tool, one might expect capabilities like adding a gift or updating a constituent, but the server's stated purpose is not explicit about that. The lack of write operations is a notable gap for full lifecycle coverage, but it may be intentional for this MCP server.