Vouched

com.vouchedhq由 vouchedhq.com 发布官方发布者v0.1.0更新于 Nov 2, 2026

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

已验证Streamable HTTP可网页运行网页搜索与抓取数据与分析

概览

AI 生成的概览

远程 MCP 服务器,为助手提供只读 SEO 数据:Search Console、GA4、关键词、外链、实时搜索结果与 AI 回答可见度。

可以做什么
  • 查询自有 Google 数据:按查询词、页面、日期、国家或设备查看点击、展示、点击率与排名,检查 URL 索引状态、站点地图,以及 GA4 会话与互动
  • 研究市场数据:域名自然流量与主要竞争对手、围绕种子词的关键词量级、难度、CPC 与意图,以及单个关键词或单个页面的详情
  • 查看实时搜索:某查询词当前在 Google 上的排名,以及 AI 概览等搜索结果特性
  • 与竞争对手对比:对方有排名而你没有的关键词、外链差距与引荐域名
  • 追踪 AI 可见度:某主题下 AI 回答引用了哪些站点,以及某域名被提及的频率
  • 使用辅助工具:列出已跟踪网站、查看已启用的能力与各工具费用,并导出被截断响应的完整结果
适用场景
适合希望助手基于真实数据而非猜测回答 SEO 与分析问题的场景,例如点击量为何下降、竞争对手排了哪些你没有的关键词,或某域名在 AI 回答中的可见度如何。
运行要求
托管版:将远程端点添加为连接器并用 OAuth 登录(仅支持请求头的客户端可使用仪表盘生成的 API 密钥)。自有 Google 数据需要连接 Google 账号。市场数据在托管版需 Pro 或 Team 套餐,自托管时需自备 DataForSEO 密钥,并在自己的 Cloudflare 账号上使用自己的 Google OAuth 客户端。
安装前请注意
托管套餐中的市场数据调用按 DataForSEO 成本计费,计入套餐包含的市场数据额度。市场数据请求中的关键词、域名和 URL 会发送给 DataForSEO,Google 数据不会。全部 19 个工具均为只读,不会向 Google 或任何站点写入内容。Google 数据仅在请求时读取,不会出售、用于广告或用于训练 AI 模型。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Vouched,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.vouchedhq%2Fvouched/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": {
    "vouched": {
      "type": "http",
      "url": "https://vouchedhq.com/mcp"
    }
  }
}

README

[Vouched]

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. 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:

json
{  "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:

bash
# Claude Code: the plugin (MCP server plus an SEO analysis skill)claude plugin marketplace add muditjuneja/vouchedclaude plugin install vouched@vouched
# Claude Code: the MCP server onlyclaude mcp add --transport http vouched https://vouchedhq.com/mcp
# Gemini CLIgemini 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:

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

bash
npm installcp .dev.vars.example .dev.vars   # MCP_BEARER_TOKEN at minimumnpm run db:migrate:localnpm run dev                      # http://localhost:8787/mcp
npm testnpm run typechecknpm 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

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 [email protected].

License

MIT

来源:README.md,提交 17a9e09

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

1
  1. v0.1.0最新Sep 27, 2026

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