MCP YouTube Transcript
An MCP server retrieving transcripts of YouTube videos
제작자가 쓴 설명(영어 원문)
SEO data your AI can cite: Search Console, GA4, keywords, backlinks, SERPs and AI visibility.
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://vouchedhq.com/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http vouched https://vouchedhq.com/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"vouched": {
"url": "https://vouchedhq.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": {
"vouched": {
"type": "http",
"url": "https://vouchedhq.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://vouchedhq.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 7일 점검
게시자(vouchedhq.com)가 저장소 소유자(muditjuneja)가 아니에요. 다른 사람이 등록했을 수 있어요
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 0개를 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(0.1.0)은 41일 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.
Vouched
SEO data your AI can cite. An open-source MCP server for Search Console, Google Analytics, keywords, backlinks, live Google results and AI answer visibility.
Website · Tools · Self-host · MIT license
Ask Claude, ChatGPT or Cursor "why did our clicks drop last month?" or "which keywords does our competitor rank for that we don't?" and it answers from real data instead of guessing.
Every tool returns the same JSON envelope. Each fact in it says where it came from, how confident it is and when it was observed, so the agent (and you) can tell a Search Console number from an index estimate.
Hosted at [vouchedhq.com](https://vouchedhq.com). Add https://vouchedhq.com/mcp as a connector in your AI client and sign in. Your own Google data is free; live market data comes from DataForSEO, needs a Pro or Team plan and is billed at cost. See pricing.
Self-hosted. Run the same server on your own Cloudflare account, with your own Google OAuth client and, if you want market data, your own DataForSEO key. No markup, no account with us. See docs/SELF_HOST.md.
Both run the same code and expose the same tools.
19 tools, all read-only. Nothing is ever written to Google or to any site.
Your own data (free; needs a Google connection)
| Tool | What it answers |
|---|---|
get_search_performance | Clicks, impressions, CTR and position by query, page, date, country or device, with period-over-period changes |
inspect_indexing | Is this URL indexed, which canonical did Google pick, when was it last crawled |
list_sitemaps | Submitted sitemaps, with errors, warnings and URL counts |
get_website_analytics | Sessions, users and engagement from GA4 |
Market data (from DataForSEO: on a Pro or Team plan when hosted, with your own key when self-hosted)
| Tool | What it answers |
|---|---|
inspect_domain | A domain's organic traffic, ranking keywords and main competitors |
discover_competitors | Who competes with a site for the same keywords |
research_keywords | Keyword ideas around seed terms, with volume, difficulty, CPC and intent |
inspect_keyword | How big and how hard one keyword is |
inspect_serp | Who ranks on Google for a query right now, plus AI Overviews and other features |
inspect_search_visibility | Where a domain ranks for a list of keywords |
inspect_page | Keywords and traffic for a single URL |
compare_keyword_coverage | Keywords competitors rank for that you don't |
inspect_backlinks | Authority, referring domains, anchors and individual backlinks |
compare_backlink_gap | Sites linking to competitors but not to you |
discover_ai_citations | Which sites AI answers cite for a topic |
inspect_ai_visibility | How often a domain is mentioned in AI answers compared with competitors |
Utilities
| Tool | What it does |
|---|---|
describe_capabilities | What's enabled on this server, and what each tool costs |
list_websites | Your tracked websites and their Google connections |
export_dataset | The full result behind a truncated response, kept for 7 days |
Each tool has a page with inputs, outputs and an example response at vouchedhq.com/tools. The generated reference is docs/TOOLS.md.
Vouched has no search index or web crawler of its own. What Vouched builds and runs is the MCP server: sign-in, the response envelope, provenance and confidence on every fact, caching, period comparisons, exports and billing. The data behind the tools comes from your Google account or from DataForSEO:
| Tools | Upstream API | Source class in provenance |
|---|---|---|
get_search_performance, inspect_indexing, list_sitemaps | Google Search Console API (Search Analytics, URL Inspection, Sitemaps), read with your own Google sign-in | webmaster_console |
get_website_analytics | Google Analytics Data API (GA4), same sign-in | analytics_property |
inspect_domain, discover_competitors, research_keywords, inspect_keyword, inspect_page, compare_keyword_coverage | DataForSEO Labs API | search_index |
inspect_serp | DataForSEO SERP API (live Google results) | live_serp |
inspect_search_visibility | DataForSEO Labs API, plus the SERP API when asked to re-check positions live | search_index, live_serp |
inspect_backlinks, compare_backlink_gap | DataForSEO Backlinks API | backlink_index |
discover_ai_citations, inspect_ai_visibility | DataForSEO AI Optimization API (LLM Mentions, for Google AI Overviews or ChatGPT) | ai_answer |
describe_capabilities, list_websites, export_dataset | None: Vouched's own data | none |
On the hosted Pro and Team plans, market-data calls go through Vouched's DataForSEO account and count against your plan's included market data, priced at DataForSEO's cost (see pricing). Self-hosted, they use your own DataForSEO key. DataForSEO only receives the keywords, domains and URLs a request asks about, never your Google data.
A trimmed get_search_performance result:
{
"schema_version": "ofe/1.0", "domain": "gsc", "data": { "domain": "xmit.sh", "startDate": "2026-08-28", "endDate": "2026-09-24", "dimensions": ["query"] }, "facts": [ { "type": "gsc.query_performance", "subject": ["property:...", "keyword:any:GLOBAL:transactional email api"], "data": { "dimensions": { "query": "transactional email api" }, "clicks": 41, "impressions": 3120, "ctr": 0.013, "position": 8.2 }, "provenance": { "source_class": "webmaster_console", "method": "gsc.searchAnalytics.query", "confidence": 1, "observed_at": "2026-09-25T08:00:00Z", "cache_hit": false } } ], "deltas": [{ "fact_type": "gsc.query_performance", "field": "clicks", "previous": 29, "current": 41 }], "coverage": { "returned": 25, "total": null, "scope_note": "capped at 25 rows; more are available via export_dataset" }, "resources": [{ "uri": "mcpseo://gsc/...", "description": "Up to 1000 rows for this same query" }], "next_actions": [] }
deltas compare with the previous period, coverage says what the result leaves out, resources holds the rest, and next_actions suggests follow-up calls when there are useful ones. The full shape is in docs/OFE_ENVELOPE.md.
Hosted:
# Claude Code: the plugin (MCP server plus an SEO analysis skill)
claude plugin marketplace add muditjuneja/vouched claude plugin install vouched@vouched
claude mcp add --transport http vouched https://vouchedhq.com/mcp
gemini extensions install https://github.com/muditjuneja/vouched
In Claude or ChatGPT, add https://vouchedhq.com/mcp as a custom connector. In Cursor, add it to ~/.cursor/mcp.json:
{ "mcpServers": { "vouched": { "url": "https://vouchedhq.com/mcp" } } }
Your client opens a sign-in page the first time (standard MCP OAuth). Clients that can only send a header can use an API key from the dashboard instead.
Self-hosted, point the client at your Worker's /mcp URL with your bearer token; see docs/SELF_HOST.md.
npm install
cp .dev.vars.example .dev.vars # MCP_BEARER_TOKEN at minimum npm run db:migrate:local npm run dev # http://localhost:8787/mcp
npm test npm run typecheck npm run lint
Set DATAFORSEO_BASE_URL=https://sandbox.dataforseo.com while developing: DataForSEO's sandbox is free and returns dummy data in the real response shape.
Built on Cloudflare Workers with Hono, D1, R2 and KV. No Google SDK: the Google APIs are called directly.
Google data is read only when you ask for it and is covered by Google's Limited Use requirements. It is never sold, used for ads or used to train AI models. See the privacy policy.
Issues and pull requests are welcome. For the hosted service, email hello@vouchedhq.com.
MIT