TrendHub MCP Server

by zachary-1012 Your server? Claim it

not responding

TrendHub is listed as active in the registry but did not answer our last check. It exposes 21 tools.

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

Uptime history 54 days of history · worst day 0%

54 days agonow

0.0%

Uptime 24h

0 of 92 checks

Tools

read from the server

406 ms

Response time

average over 24h

open, no key

Access

streamable-http

What changed 35

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 17 September 2026. No other catalogue keeps this.

23 Sep a tool changed version4 times that day

23 Sep a tool changed the parameters it asks for2 times that day get_content_brief

21 Sep 2 tools changed the parameters they ask for future_signals, xhs_hot_topics

21 Sep a tool changed version2 times that day

21 Sep a tool description was rewritten get_content_brief

20 Sep a tool changed version7 times that day

20 Sep 5 tool descriptions were rewritten6 times that day analyze_topic, get_trending, professional_intelligence and 2 more

20 Sep 2 tools changed the parameters they ask for professional_intelligence, workspace_manage

18 Sep a tool changed version2 times that day

17 Sep a tool changed version4 times that day

and 19 more, back to 17 September 2026

TrendHub does not always answer

Over the last week it answered 0.0% of our checks. We check every 15 minutes, so you hear about the next outage within the hour — not from your users.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 5 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add trendhub --transport http https://trendhub-remote-production.up.railway.app/mcp

Settings → Connectors → Add custom connector, then paste this address

https://trendhub-remote-production.up.railway.app/mcp

~/.codex/config.toml

[mcp_servers.trendhub]
url = "https://trendhub-remote-production.up.railway.app/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "trendhub": {
      "url": "https://trendhub-remote-production.up.railway.app/mcp"
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "trendhub": {
      "type": "http",
      "url": "https://trendhub-remote-production.up.railway.app/mcp"
    }
  }
}

Available tools 21

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

trend

trend_change_alerts

对比历史快照，输出各平台新晋上榜、排名飙升(≥3位)、掉榜的话题。需要先有两次以上快照（get_trending 会自动积累，或用 take_snapshot）。

trend_intelligence

轻量纵向 Trend Intelligence：基于本地真实历史计算生命周期、速度、持续性、扩散、Source Reliability 与确定性置信度；品牌实体、媒体、异常/预测、告警和报告请用 professional_intelligence。历史不足返回 insufficient_history。

analyze

analyze_topic

话题研究包：聚合当前共振、搜索曲线/动量、相关词、未来信号、节点与规则情感；需要多年度生命周期、验证预测、品牌实体或高管报告时使用 professional_intelligence。

benchmark

benchmark_trend_lead

真实场景 Lead-time Benchmark：把 TrendHub 本地历史的最早命中，与用户提供的外部事实 reference_time 对比，计算是否提前24h/72h发现。reference_time 必须来自官方公告、主流爆发点或团队约定的外部 ground truth，TrendHub 不会自己编造基准时间。

Endpoints

URL	Transport	State	Latency	Checked
https://trendhub-remote-production.up.railway.app/mcp	streamable-http	answering	406 ms	5 min ago

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TrendHub — questions

Answers built from our own checks of this server.

What can TrendHub do?

It exposes 21 tools, read directly from the server on our last check. Among them: analyze_topic, benchmark_trend_lead, cross_platform_overlap, discover_trending_topics, future_signals, get_content_brief and 15 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is TrendHub working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 0 of 92 checks got a reply (0.0%), average response time 406 ms. The bar chart above shows every period we have measured.

The registry lists TrendHub as active — why does it not respond?

The official MCP registry stores what the author submitted; it does not verify that the server still runs. We check the endpoint ourselves, and this one does not answer. Catalogues that copy the registry without checking will show it as working.

How do I connect TrendHub?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does TrendHub need an API key?

No. TrendHub completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 21 of them are readable on this page. This is what we observed, not what the docs claim.