A
licenseA
qualityC
maintenanceA Model Context Protocol (MCP) server implementation that integrates with FireCrawl for advanced web scraping capabilities.
26
190,664 npm
7,522
MIT
brilliant-directories-mcp
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TDQS
A4.1/5.0
Scored across 171 tools
Disambiguation4/5
Tools are named resource+action and descriptions add heavy 'Use when'/'See also' guidance that clearly separates near-neighbors (createSingleImagePost vs createMultiImagePost, listUserPhotos vs listMultiImagePostPhotos, listUsers vs searchUsers vs getUser). Some genuine overlap remains in the taxonomy area (createTopCategory/createSubCategory/createCategoryTree, the several tagging paths) and the meta/photo families, but the descriptions resolve most confusion.
Naming Consistency4/5
Names follow a predictable camelCase verb_noun pattern (list/get/create/update/delete + Entity) throughout, with only minor deviations such as action verbs (matchLead, renderWidget, refreshSiteCache, verifyToken) and singular/plural irregularities (listPostTypes vs getPostType, PostType vs DataType vs TagType).
Tool Count2/5
171 tools is far beyond a well-scoped set and the surface is heavily fragmented into near-complete CRUD quintuplets for minor resources (tag types, tag groups, tag relationships, sidebars), pushing past the 50+ 'extreme mismatch' anchor. There is real domain breadth for a directory platform, but the sheer count and redundancy make the set unwieldy for an agent.
Completeness4/5
Coverage is unusually thorough: full CRUD/lifecycle for users, posts (single/multi), categories, reviews, leads/matches, tags, menus, forms, widgets, pages, redirects, email templates, and locations. A few deliberate omissions (sidebar and city/state/country create/delete are intentionally read-mostly) plus some redundant reads are the only gaps.
Maintenance
ActivityActive
ResponsivenessNo issues