MCP YouTube Transcript
An MCP server retrieving transcripts of YouTube videos
제작자가 쓴 설명(영어 원문)
Analytics, advertising: Facebook/Meta, TikTok, competitor ads. Free plan; Spytrend OAuth in browser
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://mcp.spytrend.com/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http spytrend https://mcp.spytrend.com/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"spytrend": {
"url": "https://mcp.spytrend.com/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"spytrend": {
"type": "http",
"url": "https://mcp.spytrend.com/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://mcp.spytrend.com/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 도메인 spytrend.com 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(2.1.1)은 32일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: MCP YouTube Transcript, Google Analytics MCP, BibiGPT YouTube Video Summarizer
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
An MCP server retrieving transcripts of YouTube videos
GA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.
AI video summarizer: summarize and transcribe YouTube, Bilibili, TikTok and podcast videos.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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.
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.
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:
Per-client instructions: [docs/quickstart.md](docs/quickstart.md).
One-click install:
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.
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.
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?*
| Tool | What it does | Cost |
|---|---|---|
search_ads | Search Meta and TikTok ads by keyword, country, business category, format and run dates | 1 token per row returned |
search_creatives | Search the advertising material itself — the images and videos a person actually sees | 1 token per row returned |
search_advertisers | Find advertisers by name, domain, country or business category | 1 token per row returned |
search_webmasters | Find the company or person behind a group of ads — one account running many ads across pages, domains and countries | 1 token per row returned |
search_hubs | Explore where advertising sends people, grouped by destination: social platforms, app stores, marketplaces, shops | Catalogue of destinations: free. Profiles inside one: 1 token per row |
search_shops | Look up a domain as a traffic surface, with monthly visit estimates and how confident each estimate is | 1 token per row returned |
get_ad | Return the full record of one ad: text, material, advertiser, countries, run dates, destination page | 1 token |
get_advertiser | Return one advertiser in full: pages, countries, business categories | 1 token |
get_webmaster | Return everything the account behind a group of ads runs, in a single record | 1 token |
get_creative | Return the record of one image or video: where it ran and how often it was run again | 1 token |
get_shop | Return one domain's full profile | 1 token |
get_media | Download the image or video file itself | 1 token per ad · 10 per creative |
get_trends | Return rankings for a country, category or app, including what is newly picking up | 1 token per row returned |
get_ads_analytics | Return 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 advertiser | Pro and above · 1 token per breakdown row |
find_similar_ads | Find ads that carry the same material as one you already have | 1 token per row returned |
find_similar_creatives | Find images and videos that look the same as one you already have | 1 token per row returned |
find_similar_webmasters | Find accounts that advertise like one you already have | 1 token per row returned |
get_webmaster_similarity_facets | Show on which grounds two accounts look alike, before you ask for the list | Free |
add_to_favorites | Save an ad, an image or video, an advertiser, a destination or an account to a folder | Ads 1 token · creatives 10 · everything else free |
list_favorites | Return what is in your folders | Free |
get_usage | Show your plan, your balance and what each call costs | Free |
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](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.
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.
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.
Built by the community — not maintained by the Spytrend team:
Built something on top of Spytrend MCP? Open an issue with a link and we will add it here.
These are the things people ask their assistant on day one. Type the request in your own words — the assistant picks the tools.
| Recipe | What you ask for |
|---|---|
| Find who else is advertising in your market | Who is advertising in your space right now, and what are they running |
| Match to a business type | Advertising from businesses like yours — no competitor names needed |
| Top ads in one market | What is running in a category, sorted by how long it has been up |
| What's running right now in an industry | What is new and picking up, and what has been running for a while |
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.
source=tiktok, Pro and above) — 100 tokens per delivered row.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
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요