Prominara

com.prominara由 prominara.com 发布官方发布者v1.1.9更新于 Oct 26, 2026

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

已验证Streamable HTTP可网页运行效率与工作流数据与分析商业与电商

概览

AI 生成的概览

Prominara 是一个托管的 GEO 分析服务器，让助手查询 AI 回答中提及或引用品牌的频率，并管理跟踪的问题和内容。

可以做什么
列出工作区中的品牌及其域名、最新审计分数和跟踪问题数量，并查看各 AI 平台的可见度趋势和领先的竞争对手。查看跟踪的问题、各平台实际给出的回答、提及、引用及其来源。查看按优先级排列的待办清单，包括应主导回答的页面、值得争取的外部来源，以及已记录内容改动的前后对比结论。推荐值得跟踪的新问题，并查看套餐用量和剩余额度。开始跟踪问题、立即运行检查、记录已发布的内容改动、更新任务状态以及开启或关闭问题跟踪。
适用场景
当你需要在 ChatGPT、Perplexity、Gemini 和 Google AI 各入口中监测品牌可见度时使用；也适合让助手查看跟踪问题、引用情况和内容改动结果并直接操作，而无需打开 Prominara 控制台。
运行要求
远程 streamable HTTP 端点 mcp.prominara.com，需添加到支持 HTTP 服务器的 MCP 客户端。使用 OAuth 2.1 登录并支持动态客户端注册，无需 API 密钥。需要 Prominara 账户，所有套餐（含免费试用）均包含代理访问。
安装前请注意
登录时在授权页面选择只读或读写权限；写工具会开始跟踪问题、立即运行检查、记录内容改动以及更改任务或问题状态。检查会消耗每月额度，按需运行可能用尽套餐配额。品牌、问题和回答数据由第三方服务 Prominara 保存。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Prominara，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.prominara%2Fprominara/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": {
    "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

来源：README.md，提交 b5942c9

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

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

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