Vouched
com.vouchedhq由 vouchedhq.com 發布官方發布者v0.1.0更新於 Nov 2, 2026
SEO data your AI can cite: Search Console, GA4, keywords, backlinks, SERPs and AI visibility.
概覽
遠端 MCP 伺服器,讓助理取得唯讀 SEO 資料:Search Console、GA4、關鍵字、反向連結、即時搜尋結果與 AI 回答能見度。
- 可以做什麼
- 查詢自有 Google 資料:依查詢字詞、頁面、日期、國家或裝置查看點擊、曝光、點閱率與排名,檢查網址索引狀態、網站地圖,以及 GA4 工作階段與互動
- 研究市場資料:網域自然流量與主要競爭者、圍繞種子字詞的關鍵字量級、難度、CPC 與意圖,以及單一關鍵字或單一頁面的細節
- 查看即時搜尋:某查詢字詞目前 Google 上的排名,以及 AI 摘要等其他搜尋結果功能
- 與競爭者比較:對方有排名而你沒有的關鍵字、反向連結落差與引薦網域
- 追蹤 AI 能見度:某主題下 AI 回答引用了哪些網站,以及某網域被提及的頻率
- 使用輔助工具:列出已追蹤網站、查看已啟用的功能與各工具費用,並匯出被截斷回應的完整結果
- 適用情境
- 適合希望助理以真實資料而非猜測回答 SEO 與分析問題的情境,例如點擊為何下滑、競爭者排了哪些你沒有的關鍵字,或某網域在 AI 回答中的能見度如何。
- 執行需求
- 託管版:將遠端端點加入為連接器並以 OAuth 登入(僅能送出標頭的用戶端可改用儀表板產生的 API 金鑰)。自有 Google 資料需連接 Google 帳號。市場資料在託管版需 Pro 或 Team 方案,自架時需自備 DataForSEO 金鑰,並在自己的 Cloudflare 帳號上使用自己的 Google OAuth 用戶端。
安裝
在 SourceWeft 中
- 開啟 儀表板中的 Vouched,將其新增到工作區。
- 連接 所需的 憑證。它們會被私密儲存,絕不會在公開頁面上展示。
- 為需要使用其工具的對話啟用該服務。
Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。
交給代理程式安裝
把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。
閱讀 https://sourceweft.com/mcp/com.vouchedhq%2Fvouched/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。其他 MCP 客戶端
把它新增到你客戶端的 mcpServers 設定中。 客戶端會在首次連接時完成 OAuth 登入。
{
"mcpServers": {
"vouched": {
"type": "http",
"url": "https://vouchedhq.com/mcp"
}
}
}README
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)
Market data (from DataForSEO: on a Pro or Team plan when hosted, with your own key when self-hosted)
Utilities
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:
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:
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:
In Claude or ChatGPT, add https://vouchedhq.com/mcp as a custom connector. In Cursor, add it to ~/.cursor/mcp.json:
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
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 [email protected].
License
來源:README.md,提交 17a9e09
工具
0版本歷史
1- v0.1.0最新Sep 27, 2026
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