TrendHub

Server Details

Evidence-backed AI content studio with 21 stable trend intelligence tools.

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Status: Unhealthy
Uptime: 65.1% over 48 days
Last Tested: 2026-11-03 10:37
Transport: Streamable HTTP
URL
ChatGPT: –
Claude: –

TDQS

A3.5/5.0

Scored 2026-09-23 16:36 across 21 tools

Disambiguation4/5

Most tools have clear, distinct responsibilities (e.g., snapshots, alerts, keyword curves, templates), and the descriptions include explicit routing guidance between the overlapping intelligence tools. The main risk is among analyze_topic, trend_intelligence, and professional_intelligence, which all involve lifecycle/research analysis and could still be misselected despite the cross-references.

Naming Consistency3/5

The names consistently use snake_case and many follow a verb_noun pattern, but a significant number are noun phrases (future_signals, professional_intelligence, related_queries, xhs_hot_topics) and workspace_manage reverses the order. The mix is readable but not a single predictable convention.

Tool Count3/5

At 21 tools, the set is on the heavy side of what is appropriate and will require careful selection. The breadth of trend discovery, analysis, monitoring, content, and workspace features mostly justifies the count, but several tools could likely be consolidated (e.g., intelligence/insight tools).

Completeness4/5

The surface covers the full trend workflow: discovery, keyword analysis, cross-platform overlap, lifecycle/entity intelligence, snapshots/alerts, upcoming events, content templates, and workspace state. Minor gaps exist (e.g., no direct historical trend query or template editing), but most workflows have no dead ends.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

1 tool updateSep 23, 2026

Changedget_content_brief2 fields changed

removedInput schema / properties / jev_review_public_titles

Removed value: -{
-  "description": "仅在使用者明确要求 Jev 复核时设为 true；由 TrendHub 平台提供服务，无需使用者密钥。只发送主题和本次简报中的公开标题。",
-  "type": "boolean"
-}

addedInput schema / properties / open_model_review_public_titles

Added value: +{
+  "description": "仅在使用者要求开源模型复核时设为 true；TrendHub 自托管开放权重模型，无需使用者密钥。只处理主题和本次简报中的公开标题。",
+  "type": "boolean"
+}

1 tool updateSep 23, 2026

Changedget_content_brief1 field changed

addedInput schema / properties / jev_review_public_titles

Added value: +{
+  "description": "仅在使用者明确要求 Jev 复核时设为 true；由 TrendHub 平台提供服务，无需使用者密钥。只发送主题和本次简报中的公开标题。",
+  "type": "boolean"
+}

2 tool updatesSep 21, 2026

Changedfuture_signals1 field changed

changedInput schema / properties / category / description

Previous value: -"信源分类，可用 list_categories 查看；all=全部"New value: +"信源分类；industry=品牌/商业/广告/媒体组合，可用 list_categories 查看；all=全部"

Changedxhs_hot_topics2 fields changed

addedInput schema / properties / focus

Added value: +{
+  "description": "品牌、Campaign、行业或话题；游客模式会据此收窄推荐流并补充行业公开证据",
+  "type": "string"
+}

addedInput schema / properties / industry_only

Added value: +{
+  "description": "是否只保留品牌营销、商业运营、广告、媒体相关内容，默认 true",
+  "type": "boolean"
+}

1 tool updateSep 20, 2026

Changedprofessional_intelligence4 fields changed

addedInput schema / properties / days_ahead

Added value: +{
+  "description": "未来节点窗口，默认60天",
+  "maximum": 365,
+  "minimum": 7,
+  "type": "number"
+}

addedInput schema / properties / geo

Added value: +{
+  "description": "Entity-first 搜索趋势地区，默认 CN；如 CN/HK/US",
+  "type": "string"
+}

changedInput schema / properties / keyword / description

Previous value: -"要研究的话题、品牌、公司或关键词，例如 LV / 小米 / Tesla"New value: +"要研究的品牌、公司、商业体、产品、Campaign 或商业主体，例如 广州太古汇 / LV / 小米 / Tesla"

addedInput schema / properties / timeframe

Added value: +{
+  "description": "Entity-first 搜索趋势时间窗，默认 today 3-m",
+  "type": "string"
+}

1 tool updateSep 20, 2026

Changedworkspace_manage9 fields changed

addedInput schema / properties / action / description

Added value: +"操作：list/create/get/member_set/watchlist_set/query_save/rule_save/audit"

addedInput schema / properties / enabled / description

Added value: +"rule_save 是否启用，默认 true"

addedInput schema / properties / geo / description

Added value: +"query_save 的地区/geo 过滤"

addedInput schema / properties / limit / description

Added value: +"audit 返回条数，默认 200，最大 1000"

addedInput schema / properties / member_principal / description

Added value: +"member_set 要新增/更新的非敏感 principal"

addedInput schema / properties / name / description

Added value: +"create 的工作区名，或 saved query / alert rule 的显示名"

addedInput schema / properties / platforms / description

Added value: +"query_save 的平台调用名，逗号分隔"

addedInput schema / properties / role / description
```
Added value: +"member_set 的目标角色"
```

addedInput schema / properties / workspace_id / description

Added value: +"工作区 ID；除 list/create 外均必填"

1 tool updateSep 17, 2026

Changeddiscover_trending_topics1 field changed

addedInput schema / properties / topic

Added value: +{
+  "description": "可选，按话题/关键词筛选聚类结果；支持品牌、campaign、行业议题或平台标签",
+  "type": "string"
+}

2 tool updatesSep 17, 2026
- Addedprofessional_intelligence
- Addedworkspace_manage

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