Spytrend

com.spytrend由 spytrend.com 发布官方发布者v2.1.1更新于 Nov 2, 2026

Analytics, advertising: Facebook/Meta, TikTok, competitor ads. Free plan; Spytrend OAuth in browser

已验证Streamable HTTP可网页运行网页搜索与抓取数据与分析商业与电商

概览

AI 生成的概览

Spytrend 是一个托管的广告分析 MCP 服务器,让助手搜索并查看 Meta 与 TikTok 广告、素材、广告主及其背后的账户。

可以做什么
  • 搜索 Meta 和 TikTok 广告、广告素材、广告主、广告组背后的账户、落地目的地目录与店铺域名
  • 查看单条广告、广告主、账户、素材或域名的完整记录,并下载图片或视频文件
  • 获取按国家、品类或应用划分的排行、广告集合的分析拆分,并查找相似的广告、素材或账户
  • 将条目保存到文件夹、列出文件夹内容,并查询套餐、余额与每次调用费用
适用场景
适合让助手做竞品广告调研:谁在某个市场或品类投放、用了什么素材、流量导向哪里、哪些广告正在升温。它面向营销与竞争情报问题,而非通用网页搜索。
运行要求
远程 Streamable HTTP 端点,无需本地安装。需要 Spytrend 账户并通过浏览器 OAuth 登录,无需粘贴 API 密钥或令牌。所有套餐(含免费版)均可连接,但用量按 token 计费。
安装前请注意
调用会消耗付费余额中的 token:每行或每条记录 1 token,下载素材 10 token,Pro 及以上套餐的 TikTok 每行 100 token。免费 Starter 套餐仅限存档,不含最近 90 天的数据。服务器可向你的文件夹写入内容,且代理可在无人注册前自行注册并抽样数据库。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Spytrend,将其添加到工作区。
  2. 连接 所需的 凭据。它们会被私密存储,绝不会在公开页面上展示。
  3. 为需要使用其工具的对话启用该服务。

Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/com.spytrend%2Fspytrend/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。

{
  "mcpServers": {
    "spytrend": {
      "type": "http",
      "url": "https://mcp.spytrend.com/mcp"
    }
  }
}

README

Spytrend MCP Server

[Claude] [ChatGPT] [Cursor] [VS Code]

Spytrend is an advertising analytics platform. This repository is the official home of its MCP server: one URL, a browser sign-in, and your AI assistant works with Meta and TikTok advertising data directly — ads, the images and videos behind them, advertisers, and whoever is running them. There is nothing to install and no key to paste: the server runs on our side and you sign in with your Spytrend account, the same one you use on the site. The connection works on every plan, including the free one; usage is metered in tokens, and you pay for results, not for asking — a call that returns nothing costs nothing. One ad is a single frame. Here you see everything a competitor runs.


What this repository is

This repository holds the public catalogue metadata for a server we host (see server.json), plus setup instructions and recipes. The server itself is part of the Spytrend platform and its source is not open. There is no package here to download and no code to run — connecting is a URL and a sign-in button.


Connect

Endpoint

https://mcp.spytrend.com/mcp

Sign-in: your Spytrend account, in the browser. No API key, no token to paste.

Where to find it in your account: Settings → AI / MCP, or the connection page at https://spytrend.com/mcp/?utm_source=github&utm_medium=repo&utm_campaign=mcp-launch.

Three steps, whichever client you use:

  1. Open your client's connector settings.
  2. Add a remote MCP server and give it the URL above.
  3. Sign in when the browser window opens, and start asking.

Per-client instructions: docs/quickstart.md.

One-click install: [Install in VS Code]

Claude — desktop, CLI and web

Add a custom connector in Settings → Connectors, paste the endpoint URL, and complete the sign-in in the browser window that opens. Full walkthrough: docs/quickstart.md#claude.

ChatGPT

Add the endpoint as a connector in Settings, then sign in with your Spytrend account. Full walkthrough: docs/quickstart.md#chatgpt.

Cursor · Codex · VS Code

Add the endpoint above as a remote MCP server of type streamable-http, then sign in through the browser when prompted. Full walkthrough: docs/quickstart.md.

Any client that speaks Streamable HTTP will work — the four above are simply the ones we have written up.


What you get

Search. Ask what is being advertised in a market, a category or a country — by keyword, by business category, by format, by run dates. Search the advertising material itself, too: the images and videos a person actually sees.

One record, in full. Open a single ad, an advertiser, or the account behind a group of ads, and get the whole record: the text, the material, the pages, the domains, the countries, the run dates.

Rankings. See what is newly picking up in a country, a category or an app — a starting point when you have no specific competitor in mind.

Folders and balance. Save what you find to a folder and pull it back later. Check your balance, for free, at any time.

Autonomous agents. An agent can register itself and start sampling the database before anyone signs up: archive results, market-level rankings, ten rows a call, no media. Linking it to a Spytrend account opens the rest. See docs/quickstart.md.


Everything a competitor runs

One ad is a single frame. Here you see the whole body of work: every ad, every video, every page, every domain, every country and every run date, gathered into one record. Open the account behind the advertising once and the whole picture is already assembled — you are not clicking through tabs building it yourself.

Most services answer one question: show me this ad. This one answers a different question: who is running it, and what else are they running?


Tools

ToolWhat it doesCost
search_adsSearch Meta and TikTok ads by keyword, country, business category, format and run dates1 token per row returned
search_creativesSearch the advertising material itself — the images and videos a person actually sees1 token per row returned
search_advertisersFind advertisers by name, domain, country or business category1 token per row returned
search_webmastersFind the company or person behind a group of ads — one account running many ads across pages, domains and countries1 token per row returned
search_hubsExplore where advertising sends people, grouped by destination: social platforms, app stores, marketplaces, shopsCatalogue of destinations: free. Profiles inside one: 1 token per row
search_shopsLook up a domain as a traffic surface, with monthly visit estimates and how confident each estimate is1 token per row returned
get_adReturn the full record of one ad: text, material, advertiser, countries, run dates, destination page1 token
get_advertiserReturn one advertiser in full: pages, countries, business categories1 token
get_webmasterReturn everything the account behind a group of ads runs, in a single record1 token
get_creativeReturn the record of one image or video: where it ran and how often it was run again1 token
get_shopReturn one domain's full profile1 token
get_mediaDownload the image or video file itself1 token per ad · 10 per creative
get_trendsReturn rankings for a country, category or app, including what is newly picking up1 token per row returned
get_ads_analyticsReturn the shape of a selection of ads instead of the ads: how many, and how they break down by status, country, business category, destination and advertiserPro and above · 1 token per breakdown row
find_similar_adsFind ads that carry the same material as one you already have1 token per row returned
find_similar_creativesFind images and videos that look the same as one you already have1 token per row returned
find_similar_webmastersFind accounts that advertise like one you already have1 token per row returned
get_webmaster_similarity_facetsShow on which grounds two accounts look alike, before you ask for the listFree
add_to_favoritesSave an ad, an image or video, an advertiser, a destination or an account to a folderAds 1 token · creatives 10 · everything else free
list_favoritesReturn what is in your foldersFree
get_usageShow your plan, your balance and what each call costsFree

A page returns 20 rows unless you ask for more, and never more than 200. You are charged for rows actually delivered — a short page refunds the difference automatically. The TikTok corpus (source=tiktok, Pro plan and above) is priced separately at 100 tokens per delivered row.

Each tool with its use when / do not use guidance, its return shape and an example request: docs/tools.md.

One word explained. In this product, a webmaster is the company or person behind a group of ads: one account running many ads across different pages, domains and countries. The tool names keep the original word; the descriptions do not depend on it.


Skills

Six ready-made workflows for Claude Code and Codex live in skills/: map a vertical, profile an advertiser or the account behind a group of ads, review a website, search by keyword, discover shops. Each skill is a plain folder — copy it into your assistant's skills directory and ask in plain language; the skill decides which tools to call and renders a report. Install steps and the shared contract: skills/README.md.

One-command install: /plugin marketplace add Spytrend/spytrend-mcp then /plugin install spytrend-mcp-skills@spytrend-mcp for Claude Code; npx skills add Spytrend/spytrend-mcp for Claude Code, Codex, Cursor, Copilot, Gemini CLI and 70+ more.


Scenario adapters

Smaller stdio adapters over this same hosted server, each exposing one research scenario with its own tool names. Use them when an assistant should only see one slice of the catalog.

All adapters connect to https://mcp.spytrend.com/mcp and share the same account, plan and tokens.


Community

Built by the community — not maintained by the Spytrend team:

  • dvygolov/spytrend-cli by Daniel Vygolov — a standalone Python CLI and a drop-in agent skill that call this server over Streamable HTTP with OAuth2 client credentials, for agents and scripts that run without an MCP host.

Built something on top of Spytrend MCP? Open an issue with a link and we will add it here.


Recipes

These are the things people ask their assistant on day one. Type the request in your own words — the assistant picks the tools.

RecipeWhat you ask for
Find who else is advertising in your marketWho is advertising in your space right now, and what are they running
Match to a business typeAdvertising from businesses like yours — no competitor names needed
Top ads in one marketWhat is running in a category, sorted by how long it has been up
What's running right now in an industryWhat is new and picking up, and what has been running for a while

Credits and plans

Usage is metered in tokens, from one balance. You pay for results, not for asking: a call that returns nothing costs nothing, and a page shorter than you asked for refunds the difference.

  • One delivered row or record — 1 token. That covers a row of search results, a row of rankings, and an advertiser, account, destination or creative opened in full.
  • Downloading the material itself — 1 token for an ad, 10 for a creative.
  • The TikTok corpus (source=tiktok, Pro and above) — 100 tokens per delivered row.
  • Checking your balance, listing your folders, and the catalogue of destinations — free.

The free Starter plan comes with 500 tokens, and they do not expire. Every paid plan comes with 40,000 tokens a month — about 2,000 default-sized searches. Enterprise limits are set with support.

The connection works on every plan, including the free one. On the free Starter plan results are limited to the archive — nothing from the last 90 days. Fresh advertising is what the paid plans provide; it is the same boundary as the free tier on the site. Your assistant can always ask get_usage — it is free and it answers from the server itself. Current pricing: https://spytrend.com/pricing/?utm_source=github&utm_medium=repo&utm_campaign=mcp-launch

Details, along with what the assistant sees when the balance runs out: docs/limits.md.


Documentation

FileWhat is in it
docs/quickstart.mdConnecting in five minutes, per client
docs/tools.mdEvery tool: what it does, when to use it, when not to, what comes back
docs/limits.mdCredits, limits, plans, and what an error looks like
examples/Four recipes: what to ask, what comes back, how to read it
skills/Six ready-made workflows for Claude Code and Codex, with install steps and the shared contract
server.jsonCatalogue metadata, published to the official MCP registry
llms.txtA short machine-readable map of this connection for AI assistants

Support

Questions about connecting, access or your account: https://spytrend.com/contact/

Something wrong in this repository — a broken link, an instruction that does not match what you see on screen: open an issue.

Security reports go through a separate route, never through issues: see SECURITY.md.


License

MIT — see LICENSE. The licence covers the contents of this repository: documentation, metadata and examples. The server itself is part of the Spytrend platform.

来源:README.md,提交 6503707

工具

0
该服务器需要登录,因此 SourceWeft 无法在没有账号的情况下读取其工具,也未收录。已连接账号所能看到的内容可能因账号及其权限而异。

版本历史

2
  1. v2.1.1最新Oct 5, 2026
  2. v2.1.0Sep 16, 2026

评分

已满足适用检查项的 85%

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  • 近 30 天内可连通必需25 分
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    请让服务器在无凭据时响应 tools/list,或发布可在沙箱中无凭据启动的软件包。

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