Prominara

com.prominara由 prominara.com 發布官方發布者v1.1.9更新於 Oct 26, 2026

GEO platform: track brand visibility, citations, sources and measurement verdicts across AI answers.

已驗證Streamable HTTP可網頁執行效率與工作流資料與分析商業與電商

概覽

AI 產生的概覽

Prominara 是託管的 GEO 分析伺服器，讓助理查詢 AI 回答中提及或引用品牌的頻率，並管理追蹤的問題與內容。

可以做什麼
列出工作區中的品牌及其網域、最新稽核分數與追蹤問題數量，並查看各 AI 平台的能見度趨勢與領先的競爭對手。檢視追蹤的問題、各平台實際給出的回答、提及、引用及其來源。查看依優先順序排列的待辦清單，包括應主導回答的頁面、值得爭取的外部來源，以及已記錄內容變動的前後對比結論。推薦值得追蹤的新問題，並查看方案用量與剩餘額度。開始追蹤問題、立即執行檢查、記錄已發布的內容變動、更新任務狀態，以及開啟或關閉問題追蹤。
適用情境
當你需要監測品牌在 ChatGPT、Perplexity、Gemini 與 Google AI 各入口的能見度時使用；也適合讓助理檢視追蹤問題、引用情況與內容變動結果並直接操作，而不必開啟 Prominara 主控台。
執行需求
遠端 streamable HTTP 端點 mcp.prominara.com，需加入支援 HTTP 伺服器的 MCP 用戶端。使用 OAuth 2.1 登入並支援動態用戶端註冊，無需 API 金鑰。需要 Prominara 帳號，所有方案（含免費試用）皆包含代理存取。
安裝前請注意
登入時在授權頁面選擇唯讀或讀寫權限；寫入工具會開始追蹤問題、立即執行檢查、記錄內容變動，以及變更任務或問題狀態。檢查會消耗每月額度，隨需執行可能用盡方案配額。品牌、問題與回答資料由第三方服務 Prominara 保存。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Prominara，將其新增到工作區。
  2. 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。
  3. 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.prominara%2Fprominara/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。

檢視代理程式所依據的安裝指南

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": {
    "prominara": {
      "type": "http",
      "url": "https://mcp.prominara.com/"
    }
  }
}

README

Prominara MCP server

Remote MCP server for Prominara, a GEO platform that tracks how often AI answers (ChatGPT, Perplexity, Gemini, Google AI Overviews and AI Mode) cite or mention your brand, which sources those answers rely on, and whether the content you ship changes that.

This repository holds the public listing for the server. The server itself is hosted; there is nothing to install or run from here.

  • Server URL: https://mcp.prominara.com (streamable HTTP)
  • Auth: OAuth 2.1 with dynamic client registration (no API keys)
  • Registry name: com.prominara/prominara
  • Docs: https://prominara.com/mcp
  • Requires a Prominara account — agent access is included in every plan, and the free trial includes it. Sign up at https://prominara.com

Configure

Add the server to your client, then sign in when prompted. The consent page lets you pick the organization and choose read or read and write access.

Claude Code

bash
claude mcp add --transport http prominara https://mcp.prominara.com

Then run /mcp inside Claude Code and choose Authenticate.

Codex

bash
codex mcp add prominara --url https://mcp.prominara.com

Cursor / any JSON-configured client

json
{  "mcpServers": {    "prominara": {      "url": "https://mcp.prominara.com"    }  }}

Claude (web and desktop): Settings → Connectors → Add custom connector → paste the server URL.

ChatGPT: Settings → Connectors → Advanced → enable developer mode → Create → paste the server URL.

VS Code / GitHub Copilot: add an HTTP MCP server with the URL above; you are asked to sign in the first time a tool runs.

Tools

Read tools need the read scope. Write tools additionally need write, which you grant on the consent page.

ToolScopeWhat it does
prominara_list_sitesreadLists the brands in your workspace with their domain, latest audit score and how many prompts are tracked.
prominara_visibility_overviewreadHow often AI answers cite or mention your brand over a window, per platform, with the trend and the competitors ahead of you.
prominara_list_promptsreadThe questions you track for a site, with their panel, whether they are active and the latest result on each platform.
prominara_get_answersreadWhat each AI platform actually answered for one prompt: mentions, citations, the sources it used and the history behind them.
prominara_list_missionsreadYour ranked to-do list: for every tracked question, the page that should own the answer and the next best action.
prominara_sourcesreadThe off-site pages AI answers cite in your category, which of them name you, and where a citation is worth earning.
prominara_measurementreadThe before-and-after verdict for each content change you logged, with its probability and observation window.
prominara_suggest_promptsreadDrafted questions worth tracking for a site, balanced across the buying journey, with a recommended set that fits your plan.
prominara_usagereadYour plan, what is left of the monthly check allowance and how many prompt slots, sites and platforms you can still use.
prominara_create_promptswriteStarts tracking the questions you picked and runs their first checks.
prominara_run_checkwriteAsks the AI platforms your tracked questions again, right now, instead of waiting for the schedule.
prominara_log_content_changewriteRecords a page you shipped so Prominara can measure what it changed.
prominara_update_missionwriteMarks a mission as in progress, shipped, snoozed or dismissed.
prominara_set_prompt_activewriteTurns tracked questions on or off, which starts or stops their scheduled checks.

Example prompts

  • "How visible is prominara.com in AI answers this month, and who is ahead of us?"
  • "Did the page I shipped three weeks ago move anything yet?"
  • "Which domains does ChatGPT cite in my category, and do any of them mention us?"
  • "Suggest ten questions worth tracking for my site and start tracking the best five."

Discovery endpoints

  • https://mcp.prominara.com/.well-known/oauth-protected-resource
  • https://prominara.com/.well-known/oauth-authorization-server

Support

來源：README.md，提交 b5942c9

工具

0
該伺服器需要登入，因此 SourceWeft 無法在沒有帳號的情況下讀取其工具，也未收錄。已連接帳號所能看到的內容可能因帳號及其權限而異。

版本歷史

7
  1. v1.1.9最新Oct 26, 2026
  2. v1.1.7Oct 25, 2026
  3. v1.1.6Oct 9, 2026
  4. v1.1.5Oct 2, 2026
  5. v1.1.4Sep 23, 2026
  6. v1.1.3Sep 22, 2026
  7. v1.1.1Sep 16, 2026

評分

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  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具15 分

    請讓伺服器在無憑證時回應 tools/list，或發布可在沙箱中無憑證啟動的軟體包。

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  • 圖示10 分
  • 文件15 分
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