Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Brand and competitor trend volume over time, with growth signals. Free key at trendsmcp.ai
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。
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。
选择你使用的 AI 应用,然后复制设置。
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
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 competitor-tracking https://competitor-tracking.api.trendsmcp.ai/mcp --header 'Authorization: your-value'运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"competitor-tracking": {
"url": "https://competitor-tracking.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。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"competitor-tracking": {
"type": "http",
"url": "https://competitor-tracking.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。
Authorization 机密 必填 HTTP header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。
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。
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
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)
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
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。
它在 1 项适用的基础检查中通过了 1 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。
你需要填写:Authorization
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。
GitHub 仓库最后更新于–,最新版本(1.0.3)于16天前进入注册中心。
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。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Georgia MCP
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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
An MCP server for Georgian public data, read from the organizations that publish it.
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。
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.
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)
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.
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.
Always-current parameter lists: docs and data catalog. Same names on MCP and REST ("mode": " ").
get_time_seriesAbout 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_growthPoint-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_trendsLive 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_contextWhat 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_postsLive 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_usageFree, MCP only. Your plan, requests used and left this month, and the reset date.
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
只显示了开头部分;其余内容请在仓库中阅读