SocialDataX 小红书 Xiaohongshu XHS RedNote MCP
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TDQS
Scored across 35 tools
Tools are organized around clear resources (notes, users, products, topics, comments, commercial/pgy data), and the by_url vs by_id pairs are explicitly cross-referenced in descriptions so an agent can pick correctly. The only mild overlap is among the pgy creator analytics tools (profile vs performance vs fans vs commercial overview vs metrics trend), which are differentiated by description but require careful reading.
Nearly every tool follows the xhs_<verb>_<noun>[_by_<input>] pattern, with a clean pgy_ namespace for commercial tools and consistent _by_url/_by_id variant suffixes. The single socialdatax_get_points_balance is a reasonable account-level exception, not a break in convention.
35 tools is heavy for the surface, and the domain is broad enough (notes, users, products, comments, topics, commercial analytics) that most tools earn their place. However, the systematic url/id duplication of several operations inflates the count and pushes this toward the heavy end of the range.
Coverage spans search, note/image/user/product/topic detail, comments and nested replies, video speech-to-text job lifecycle, hot lists, suggestions, and a full commercial (pgy) analytics suite, which is close to lifecycle-complete for a data-reading API. Gaps are minor, e.g. no social-graph or follower-list operations, but core workflows are covered.