原型 · 预览版:收录官方注册中心里的全部服务器,每 30 分钟同步一次。评价和账户功能将在后续阶段推出。
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Vouched

作者:muditjuneja版本 0.1.0i★ –i在云端运行
注册名称com.vouchedhq/vouched

安装

概览

作者提供的说明(英文原文)

SEO data your AI can cite: Search Console, GA4, keywords, backlinks, SERPs and AI visibility.

PopNx MCP 的三大支柱

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。

它能帮你做什么

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。

  • 连接方式: 在云端运行
  • 传输方式: Streamable HTTP
  • 分类: 营销与社交媒体

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

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:

  1. 打开 Settings → Connectors
  2. 点击 Add custom connector
  3. 粘贴下面的地址,然后点击 Add
  4. 如果要求登录,请登录作者的服务
SettingsConnectors1+ Add2https://…3
https://vouchedhq.com/mcp

在终端中运行这条命令

claude mcp add --transport http vouched https://vouchedhq.com/mcp

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "vouched": {
      "url": "https://vouchedhq.com/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。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "vouched": {
      "type": "http",
      "url": "https://vouchedhq.com/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:

  1. 打开网页版 ChatGPT → Settings → Connectors (Apps)
  2. 点击 Create 或 Add(部分套餐需要先在 Advanced 中开启 Developer mode)
  3. 粘贴下面的地址,起个名字,然后保存
  4. 如果要求登录,请登录作者的服务
SettingsConnectors1+ Create2https://…3
https://vouchedhq.com/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。

它能做什么

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。

基础检查i

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

  • ! 注意

    作者与仓库一致

    发布者(vouchedhq.com)不是仓库所有者(muditjuneja);可能是其他人代为上架的

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    端点有响应

    尚未检查;我们会轮流检查各个端点

  • … 尚未检查

    使用 OAuth 登录

    尚未检查;我们会轮流检查各个端点

  • … 尚未检查

    工具描述中没有隐藏指令

    尚未检查;我们会在检查端点时读取工具列表

与“营销与社交媒体”中的其他服务器比较i

  • 星标数多于此分类中其他 2982 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 2982 个服务器的 40% 更新
  • 基础检查结果等于或优于此分类中其他 2982 个服务器的 37%

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。

常见问题

Vouched 安全吗?

它在 1 项适用的基础检查中通过了 0 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。

它需要哪些密钥或代码?

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。

它在我的电脑上运行还是在云端?

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。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(0.1.0)于41天前进入注册中心。

哪些应用可以使用它?

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。

有什么可以替代它?

同一分类中有:MCP YouTube Transcript, Google Analytics MCP, BibiGPT YouTube Video Summarizer

替代选择

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 YouTube Transcript

作者:jkawamoto

An MCP server retrieving transcripts of YouTube videos

在你的电脑上运行★ 495MIT10天前更新
安装

Google Analytics MCP

作者:surendranb

GA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.

在你的电脑上运行★ 244MIT10天前更新
安装

AI video summarizer: summarize and transcribe YouTube, Bilibili, TikTok and podcast videos.

在云端运行★ 137MIT10天前更新
安装

作者的 README

打开 README

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。

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.

Two ways to run it

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.

Tools

19 tools, all read-only. Nothing is ever written to Google or to any site.

Your own data (free; needs a Google connection)

ToolWhat it answers
get_search_performanceClicks, impressions, CTR and position by query, page, date, country or device, with period-over-period changes
inspect_indexingIs this URL indexed, which canonical did Google pick, when was it last crawled
list_sitemapsSubmitted sitemaps, with errors, warnings and URL counts
get_website_analyticsSessions, users and engagement from GA4

Market data (from DataForSEO: on a Pro or Team plan when hosted, with your own key when self-hosted)

ToolWhat it answers
inspect_domainA domain's organic traffic, ranking keywords and main competitors
discover_competitorsWho competes with a site for the same keywords
research_keywordsKeyword ideas around seed terms, with volume, difficulty, CPC and intent
inspect_keywordHow big and how hard one keyword is
inspect_serpWho ranks on Google for a query right now, plus AI Overviews and other features
inspect_search_visibilityWhere a domain ranks for a list of keywords
inspect_pageKeywords and traffic for a single URL
compare_keyword_coverageKeywords competitors rank for that you don't
inspect_backlinksAuthority, referring domains, anchors and individual backlinks
compare_backlink_gapSites linking to competitors but not to you
discover_ai_citationsWhich sites AI answers cite for a topic
inspect_ai_visibilityHow often a domain is mentioned in AI answers compared with competitors

Utilities

ToolWhat it does
describe_capabilitiesWhat's enabled on this server, and what each tool costs
list_websitesYour tracked websites and their Google connections
export_datasetThe 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.

Where the data comes from

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:

ToolsUpstream APISource class in provenance
get_search_performance, inspect_indexing, list_sitemapsGoogle Search Console API (Search Analytics, URL Inspection, Sitemaps), read with your own Google sign-inwebmaster_console
get_website_analyticsGoogle Analytics Data API (GA4), same sign-inanalytics_property
inspect_domain, discover_competitors, research_keywords, inspect_keyword, inspect_page, compare_keyword_coverageDataForSEO Labs APIsearch_index
inspect_serpDataForSEO SERP API (live Google results)live_serp
inspect_search_visibilityDataForSEO Labs API, plus the SERP API when asked to re-check positions livesearch_index, live_serp
inspect_backlinks, compare_backlink_gapDataForSEO Backlinks APIbacklink_index
discover_ai_citations, inspect_ai_visibilityDataForSEO AI Optimization API (LLM Mentions, for Google AI Overviews or ChatGPT)ai_answer
describe_capabilities, list_websites, export_datasetNone: Vouched's own datanone

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.

What a response looks like

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.

Connect a client

Hosted:

# Claude Code: the plugin (MCP server plus an SEO analysis skill)

claude plugin marketplace add muditjuneja/vouched claude plugin install vouched@vouched

Claude Code: the MCP server only

claude mcp add --transport http vouched https://vouchedhq.com/mcp

Gemini CLI

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.

Development

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.

Docs

  • Self-hosting
  • Architecture
  • Response envelope
  • Tool reference
  • Hosted service internals and deploying it

Privacy

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.

Contributing and support

Issues and pull requests are welcome. For the hosted service, email hello@vouchedhq.com.

License

MIT

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