MCP YouTube Transcript
An MCP server retrieving transcripts of YouTube videos
作者提供的说明(英文原文)
Track brand visibility in ChatGPT, Gemini and Google AI answers: competitors, cited sources, checks.
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。
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 …”。
适用于网页版、桌面版和手机版 Claude:
https://geo-mcp.vibeseo.dev/mcp在终端中运行这条命令
claude mcp add --transport http geo https://geo-mcp.vibeseo.dev/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"geo": {
"url": "https://geo-mcp.vibeseo.dev/mcp"
}
}
}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": {
"geo": {
"type": "http",
"url": "https://geo-mcp.vibeseo.dev/mcp"
}
}
}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。
ChatGPT 只能连接互联网上的服务器:
https://geo-mcp.vibeseo.dev/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
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 vibeseo.dev 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。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
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(0.1.0)于44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:MCP YouTube Transcript, Google Analytics MCP, BibiGPT YouTube Video Summarizer
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
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.
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。
Model Context Protocol server for AI search visibility: see how ChatGPT, Gemini, Google AI Mode and Google AI Overviews answer your questions, and whether they mention your brand.
Connect Claude, ChatGPT, Cursor, VS Code, or a CLI client to the VibeSEO GEO server. Then ask which brands AI answers name for the questions you track, how you compare with competitors, which pages those answers cite, and run fresh checks when you need them.
https://geo-mcp.vibeseo.dev/mcpmcp:toolsdev.vibeseo/geoThe GEO server is a remote, OAuth-secured server. Add this to your client's MCP config:
{
"mcpServers": { "vibeseo-geo": { "url": "https://geo-mcp.vibeseo.dev/mcp" } } }
One-click install:
CLI clients (Claude Code, Gemini CLI, Codex CLI) and manual snippets: see Supported clients.
A project is configured once in the web app. If it is not set up yet, the server says so and returns the setup link instead of guessing. After that, everything — including new topics and questions — works from chat.
| Area | What it covers |
|---|---|
| 🧭 Status & setup | Whether a project is configured for GEO, what the account can run, and the state of daily monitoring. |
| ❓ Topics & questions | Topics with their market, tracked questions, and the competitors tracked in answers. |
| ⚡ Checks | Estimate the cost, collect fresh answers from ChatGPT, Gemini, Google AI Mode and Google AI Overviews, and follow the batch until it settles. |
| 💬 Answers | Every collected answer with the brands it mentions, your brand's position, the full text and the sources it cited. |
| 📈 Visibility analytics | Visibility, share of voice and position per brand, engine and topic over 7, 30 or 90 days, with competitor comparison. |
| 🔗 Sources & gaps | The sites and pages AI answers cite, which brands each page mentions, and the independent pages that name competitors but not you. |
| 🕵️ Brand perception | How answers characterise your brand: tone, recurring associations and objections, and the answers behind each. |
| 🤖 Crawler access | Whether OpenAI, Perplexity, Anthropic and Google crawlers can reach and read your pages, with a fix per check. |
The live tool set evolves. For the exact, up-to-date list, run tools/list against https://geo-mcp.vibeseo.dev/mcp.
The tools collect answers from AI engines on your behalf, so they need a VibeSEO account with GEO access:
| Free trial preview | GEO Pro | SEO + GEO | |
|---|---|---|---|
| Price | $0 | $189/mo | $299/mo |
| Answer collection | One collection: up to 30 questions, 120 answers | Daily, on all four engines | Daily, on all four engines |
| Reports (visibility, sources, perception, crawler check) | 7 days | ✅ | ✅ |
| Credits per month | — | 15,000 | 15,000 |
| Sites | 1 | 5 | 20 |
| Classic SEO tools (VibeSEO MCP) | — | — | ✅ |
One credit is one question, on one AI engine, for one day — for example, 25 questions × 4 engines × 30 days = 3,000 credits. Current plans: vibeseo.dev/pricing. If a request needs something your plan does not include, the tool result explains what is missing and links to the pricing page.
claude_desktop_config.json~/.cursor/mcp.json.vscode/mcp.jsonclaude mcp add --transport http vibeseo-geo https://geo-mcp.vibeseo.dev/mcpgemini extensions install https://github.com/sultanlive/vibeseo-geo-mcp, or server only: gemini mcp add --transport http vibeseo-geo https://geo-mcp.vibeseo.dev/mcpcodex mcp add vibeseo-geo --url https://geo-mcp.vibeseo.dev/mcpFull per-client install instructions: docs/setup.md.
Visibility check
"How visible is my brand in ChatGPT answers this month, and where did we lose ground?"
→ The assistant reads the 30-day overview and the competitor deltas: mention rate, average position, and the topics that carry the change.
Source gaps
"Which pages do AI answers cite for my topic that mention competitors but not us?"
→ The assistant lists the cited pages with the brands each one mentions and how many answers cite it.
Fresh answers
"Re-check my five comparison questions on ChatGPT and Gemini and tell me when the answers are in."
→ The assistant previews the cost, starts the batch, follows it until it settles, and summarises which answers mention you.
VibeSEO runs two MCP servers on the same account and the same OAuth sign-in:
| Server | Covers | |
|---|---|---|
VibeSEO (dev.vibeseo/vibeseo) | https://mcp.vibeseo.dev/mcp | Keywords, domains, backlinks, site audits, Search Console, content workflow — sultanlive/vibeseo-mcp |
AEO/GEO by VibeSEO (dev.vibeseo/geo) | https://geo-mcp.vibeseo.dev/mcp | AI answer engines: tracked questions, answers, visibility, cited sources, perception, monitoring — this repo |
Connect one or both. The GEO server keeps a focused catalogue so an assistant that only needs AI-search tracking is not handed SEO tools.
Auth is OAuth 2.1 with PKCE. Your assistant gets a token scoped to mcp:tools, tied to your VibeSEO account. Authorized clients are listed under "Connected clients" on the GEO setup page, and disconnecting a client revokes its access immediately.
OAuth flow details: docs/oauth.md.
https://geo-mcp.vibeseo.dev/mcphttps://api.vibeseo.devMIT — see LICENSE.
Built by @sultanlive. VibeSEO is a hosted platform; this repo is documentation for its public GEO MCP server. Server source is not open.