fansly-mcp
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TDQS
Scored across 13 tools
Most tools have clearly distinct purposes, but a few overlap: analizar_rendimiento_posts, obtener_tendencias_hashtag, and analizar_atribucion_links all analyze post performance from slightly different angles. Descriptions help, but some tools could be confused without careful reading.
All 13 tools use a consistent verb_noun pattern (verificar_sesion, obtener_metricas_perfil, analizar_rendimiento_posts, etc.). The verbs vary (obtener, analizar, generar, auditar, calcular) but follow a predictable structure, making the set easy to navigate.
With 13 tools, the server is well-scoped for a Fansly analytics suite. Each tool covers a distinct aspect of analytics (profile, posts, fans, churn, PPV, content), and the count falls comfortably within the ideal 3-15 range without feeling excessive.
The server provides broad coverage of analytics: session check, profile metrics, growth, post performance, hashtag trends, time heatmap, top fans, churn, tier audit, message flow, PPV pricing, attribution, and content audit. Minor gaps exist, such as no tool to refresh all data at once or to directly set PPV prices, but these are workable around.