Open-source B2B and marketplace ecommerce; new stores include an MCP server for AI agents.
Ecommerce Trends MCP
概览
作者提供的说明(英文原文)
Product and category demand trend volume over time, with growth signals. Free key at trendsmcp.ai
PopNx MCP 的三大支柱
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
- 用户评价i暂无评价评价功能将在后续阶段与账户功能一起开放
- 我们的基础检查i4 项中通过 4 项依据公开信息检查;尚未扫描代码
- 使用情况i非常新★ 46
它能帮你做什么
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
- 连接方式: 在云端运行
- 传输方式: Streamable HTTP
- 分类: 网店与支付
- 你需要填写:Authorization
安装
选择你使用的 AI 应用,然后复制设置。
安装之前
- 基础检查:4 项中通过 4 项
- 在作者的服务器上运行:你向它提出的内容会经过他们的服务器。
- 需要你自己填写:
Authorization
标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
- 在云端运行无需安装任何东西,通过互联网连接
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
在终端中运行这条命令
claude mcp add --transport http ecommerce https://ecommerce.api.trendsmcp.ai/mcp --header 'Authorization: your-value'运行前请先填写空着的值。
或者自己复制设置
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"ecommerce": {
"url": "https://ecommerce.api.trendsmcp.ai/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
或者自己复制设置
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"ecommerce": {
"type": "http",
"url": "https://ecommerce.api.trendsmcp.ai/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
你的选择通过 Cookie 保存在这台设备上,无需账户。
需要你填写的值
Authorization机密 必填 HTTP headerBearer token. Get your free API key at https://trendsmcp.ai
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它能做什么
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
基础检查i
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
- ✓ 通过
作者与仓库一致
注册名称已通过域名 trendsmcp.ai 验证(注册中心会核实域名所有权)
- ✓ 通过
仍在维护
代码最后更新于4天前
- ✓ 通过
有许可证
使用 MIT
- ✓ 通过
端点有响应
在 550 毫秒内响应(HTTP 200)
- – 不适用
使用 OAuth 登录
无需登录
- … 尚未检查
工具描述中没有隐藏指令
尚未检查;我们会在检查端点时读取工具列表
与“网店与支付”中的其他服务器比较i
- 星标数多于此分类中其他 1749 个服务器的 100%
- 发布到注册中心的时间比此分类中其他 1749 个服务器的 67% 更新
- 基础检查结果等于或优于此分类中其他 1749 个服务器的 100%
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
常见问题
Ecommerce Trends MCP 安全吗?
它在 4 项适用的基础检查中通过了 4 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
它需要哪些密钥或代码?
你需要填写:Authorization
它在我的电脑上运行还是在云端?
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
它还在维护吗?
GitHub 仓库最后更新于4天前,最新版本(1.0.3)于16天前进入注册中心。
哪些应用可以使用它?
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
有什么可以替代它?
同一分类中有:Spree Commerce: open-source B2B and marketplace ecommerce, Stripe MCP, MCP Cn Commerce
替代选择
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
Stripe MCP
MCP server integrating with Stripe - tools for customers, products, payments, and more.
MCP Cn Commerce
8 read-only MCP platform entries; support is operation-specific; merchant live acceptance pending
作者的 README
打开 README
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Trends MCP
Live trend data for AI agents: 53 data sets from 27 platforms, including Google, TikTok, YouTube, Amazon, Reddit, Pinterest, Instagram and X. One MCP connection, one API key.
Get a free API key · Docs · Pricing · Data catalog · PyPI · Glama
You: Using TrendsMCP, compare 6-month growth for GLP-1 on Google, TikTok, and Amazon.
Agent: Google Search +84% TikTok +212% Amazon +61%
5 tools plus a free usage check. History, growth, live boards, and what people are saying right now. Normalized 0–100 where the source supports it. No per-platform keys. No scraping on your side.
Quick install
Same four clients as the site hero. Get a free key first (100 req/mo). Claude and ChatGPT sign you in with OAuth. Cursor and VS Code: click, then put your key from /account if the deeplink used a placeholder.
| Client | After you click |
|---|---|
| Claude | Connector name and URL are prefilled (https://www.trendsmcp.ai/mcp). Confirm, then authorize. |
| Cursor | Approve the MCP install. Replace YOUR_API_KEY if prompted. |
| ChatGPT | In ChatGPT on the web: Plugins → + → Add custom MCP server. URL https://www.trendsmcp.ai/mcp, authentication OAuth, then create, install and sign in. |
| VS Code | Sign in on the account page and use the VS Code button so the key is included. |
Then ask: Using TrendsMCP, what's trending on Google right now?
[Tools](#tools) · [Sources](#keyword-sources) · [Boards](#live-boards) · [REST](#rest-api) · [Install in other clients](#install-in-other-clients)
What this is
Hosted MCP at https://api.trendsmcp.ai/mcp. Same Bearer key for POST https://api.trendsmcp.ai/api. This repo also has a stdio adapter for Glama and local hosts.
| Tool | What it does | Cost |
|---|---|---|
get_time_series | Full history for one topic. About five years of weekly history for one keyword on one source, as a 0 to 100 index plus volume where the source has it. | 1 request per call |
get_growth | How fast something is rising. Point-to-point growth over one or more windows, on one source or several in the same call. | 1 request per call, every window included |
get_top_trends | What's moving right now. A live ranked board with no keyword: the current leaders, or the biggest climbers against an earlier snapshot. | MCP: 1 request per 10 rows, at most 10 per call. REST: 1 request per call |
get_context | What people are saying. What people are posting, reading and betting about a keyword right now: posts, videos, stories, comments and markets from each source, with engagement. | MCP: 1 request per source, at most 5 per call. REST: one source per call, 1 request |
get_top_posts | Top posts for one hashtag. Live top posts for one hashtag, fetched on every call. Business plan. | 1 request per call |
get_usage | Your plan, requests used and left, reset date. MCP only. | Free |
get_top_posts is on the Business plan. Every other tool works on every plan, Free included.
Install in other clients
Replace YOUR_API_KEY with the key from your account.
Claude Code
claude mcp add --scope user --transport http trends-mcp https://api.trendsmcp.ai/mcp \
--header "Authorization: Bearer YOUR_API_KEY"
</details>
Cursor (manual)
~/.cursor/mcp.json (Windows: %USERPROFILE%\.cursor\mcp.json)
{
"mcpServers": { "trends-mcp": { "url": "https://api.trendsmcp.ai/mcp", "transport": "http", "headers": { "Authorization": "Bearer YOUR_API_KEY" } } } }
</details>
VS Code / Copilot (manual JSON)
.vscode/mcp.json or Command Palette → MCP: Add Server. Prefer the account-page VS Code button so the key is wired for you.
{
"servers": { "trends-mcp": { "type": "http", "url": "https://api.trendsmcp.ai/mcp", "headers": { "Authorization": "Bearer YOUR_API_KEY" } } } }
</details>
Windsurf
Uses serverUrl, not Cursor’s url + transport. File: ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": { "trends-mcp": { "serverUrl": "https://api.trendsmcp.ai/mcp", "headers": { "Authorization": "Bearer YOUR_API_KEY" } } } }
</details>
Cline
Remote server, type exactly streamableHttp. See llms-install.md.
{
"mcpServers": { "trends-mcp": { "type": "streamableHttp", "url": "https://api.trendsmcp.ai/mcp", "headers": { "Authorization": "Bearer YOUR_API_KEY" }, "disabled": false } } }
</details>
Claude Desktop (no native HTTP)
{
"mcpServers": { "trends-mcp": { "command": "npx", "args": [ "-y", "mcp-remote", "https://api.trendsmcp.ai/mcp", "--header", "Authorization:${AUTH_HEADER}" ], "env": { "AUTH_HEADER": "Bearer YOUR_API_KEY" } } } }
</details>
Claude.ai custom connector
Settings → Connectors → add https://www.trendsmcp.ai/mcp. This path uses OAuth on www.trendsmcp.ai. Do not put a Bearer key in that connector config.
Stdio (this repo / Glama)
Hosted HTTP is the product default and has every tool. This stdio adapter exposes get_time_series, get_growth and get_top_trends; use the hosted server for get_context, get_top_posts and get_usage. It lists tools with no key; calls need TRENDSMCP_API_KEY and bill the same quota.
pip install -e .
python -m trends_mcp_server
{
"mcpServers": { "trends-mcp": { "command": "python", "args": ["-m", "trends_mcp_server"], "env": { "TRENDSMCP_API_KEY": "YOUR_API_KEY" } } } }
</details>
Prompt tip
Say “using TrendsMCP” so the model picks these tools instead of web search. More clients: docs.
Tools
Always-current parameter lists: docs and data catalog. Same names on MCP and REST ("mode": " ").
get_time_series
About five years of weekly history for one source + keyword, as a 0–100 index plus volume where the source has it.
| Argument | Required | Notes |
|---|---|---|
keyword | yes | Format depends on source (table below) |
source | yes | Exactly one keyword source |
country | no | ISO code (US, GB, JP) on Google, YouTube, TikTok and Pinterest sources. Google defaults to worldwide |
resolution | no | Google and YouTube sources: weekly (about 5 years, default) or daily (last 90 days) |
language | no | Wikipedia edition (en, de, ja). Default en |
get_growth
Point-to-point percent change. Several windows in one call still count as one request.
| Argument | Required | Notes |
|---|---|---|
keyword | yes | Same formats as get_time_series |
source | yes | One source, or several separated by commas (Google Search, TikTok, Amazon) |
percent_growth | no | Default ["12M"]. Presets below, or a custom date-range object (REST) |
Any number with D, W, M or Y up to 5 years, plus MTD QTD YTD. Common: 7D 1W 14D 2W 30D 1M 2M 3M 6M 9M 12M 1Y 18M 24M 2Y 36M 3Y 48M 4Y 60M 5Y MTD QTD YTD.
get_top_trends
Live ranked board. No keyword. type must match the board name exactly (including capitals).
| Argument | Required | Notes |
|---|---|---|
type | yes | See live boards |
limit | no | 1 to 200. Default 25 |
offset | no | Rows to skip |
sort | no | rank (default) or rank_change for climbers |
window | no | With rank_change: 1d 3d 7d 14d 30d. Default 30d |
category | for some types | The by Category boards and Top Websites. Names in the data catalog |
country | no | Google Trends, Pinterest, TikTok hashtags, X and YouTube boards. Default US |
MCP bills 1 request per 10 rows (at most 10 per call). REST bills 1 request per call. Free plan: top 10, about 24 hours behind.
get_context
What people are posting, reading and betting about a keyword right now: posts, videos, stories, comments and markets, with engagement.
| Argument | Required | Notes |
|---|---|---|
keyword | yes | Any name or phrase |
source | yes | One source, or up to 5 separated by commas (MCP). REST: one per call |
days | no | Look back 1 to 30 days. Default 7 |
limit | no | Items per source, 1 to 20. Default 10 |
comments | no | Top comments for the first N items (0 to 5, default 2) |
Sources: News, YouTube, TikTok, Instagram, X, Reddit, Bluesky, Hacker News, Polymarket, GitHub. MCP bills 1 request per source.
get_top_posts
Live top posts for one hashtag, fetched on every call. Business plan. 1 request per call.
| Argument | Required | Notes |
|---|---|---|
keyword | yes | The hashtag, with or without # |
source | yes | TikTok or Instagram |
limit | no | 1 to 20. Default 20 |
get_usage
Free, MCP only. Your plan, requests used and left this month, and the reset date.
Prompts that route correctly
Using TrendsMCP, what's trending on Google right now?
Using TrendsMCP, why is Clayface trending? Show me the posts and stories behind it. Using TrendsMCP, compare 6-month growth for creatine gummies on Google, TikTok, and Amazon. Using TrendsMCP, show Google Search history