ConvRadar
io.github.Pikaivan由 GitHub 账号 Pikaivan 发布v1.2.0更新于 Nov 2, 2026
GA4 conversion analyst inside Claude — funnel drops, traffic anomalies, device gaps, with numbers.
概览
托管式 MCP 服务器,把 Google Analytics 4 资源接入助手,用 GA4 数据回答转化相关问题。
- 可以做什么
- 运行完整转化审计,读取账户信息、概览指标与当前转化状态
- 查看漏斗与逐步流失,诊断漏斗下滑,并按流量、设备、地区、落地页拆分
- 分析商品表现,对比细分与基准,发现统计显著的转化异常
- 临时查询指标,把事实表导出为 CSV,并用通俗语言描述数据切片
- 检查页面速度、做启发式 UX 评审、抓取截图与公开网址证据
- 管理 CRO 假设库、记录站点改动并验证其影响,以及运行客户之声调研
- 适用场景
- 适合已在使用 GA4 资源、希望让助手诊断漏斗流失、流量质量回退、设备差异或落地页泄漏,并持续记录假设与已上线改动的人。
- 运行要求
- 远程端点 mcp.convradar.com,使用 streamable HTTP;需通过 OAuth 2.1 以拥有该 GA4 资源的 Google 账号登录。仅支持 stdio 的客户端需经 npx 运行 mcp-remote。未声明任何 API 密钥或环境变量。
安装
在 SourceWeft 中
- 打开 控制台中的 ConvRadar,将其添加到工作区。
- 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。
- 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/io.github.Pikaivan%2Fconvradar-mcp/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。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": {
"convradar": {
"type": "http",
"url": "https://mcp.convradar.com/mcp"
}
}
}README
ConvRadar — Conversion Analyst inside Claude
Hosted MCP server that turns your Google Analytics 4 property into a conversation. Ask "where's my biggest funnel drop?" or "did mobile conversion drop last week?" in Claude, ChatGPT, Cursor or Cline — ConvRadar pulls the right slice, runs the diagnostic, and answers with numbers and a recommended action.
- 🌐 Website: https://convradar.com
- 💬 Chat with your GA4 in the browser: https://convradar.com/chat (email sign-in, free during the beta)
- 🔌 MCP endpoint:
https://mcp.convradar.com/mcp - 📧 Contact: https://convradar.com
This repository is the public manifest for the hosted ConvRadar MCP server. The server itself is a managed service — there is no self-hosted binary. Use the configuration below to connect any MCP-compatible client to it.
Screenshots
Live output from the connector — funnel audit on the demo tenant in Claude.ai,
traffic-quality verdict in ChatGPT. Full set with paired prompts in media/.
[Funnel audit — executive summary and step table]
[Traffic-quality verdict in ChatGPT]
What ConvRadar does
ConvRadar is a hosted Model Context Protocol (MCP) server. It connects to your Google Analytics 4 property over OAuth (read-only) and exposes 39 conversion-diagnostic tools to any MCP client.
- Runs a full audit on demand — funnel drops, traffic-quality regressions, device gaps, landing-page leaks, product/category performance.
- Compares segments, periods and benchmarks. Answers in plain English with GA4 numbers attached.
- Records hypotheses so the next conversation picks up where the last one ended.
Works with any GA4 property
ConvRadar isn't e-commerce-only. On connect it detects what kind of property you have and adapts the metrics, funnel and benchmarks to match — so the numbers make sense whether or not you sell anything on-site.
- E-commerce — product and category performance, the add-to-cart → checkout → purchase funnel, revenue and AOV.
- SaaS — sign-ups, trials and activation as the conversion funnel; engagement where there's no cart.
- Lead generation — form submits, demo requests, contact and quote events mapped into a real lead funnel.
- Mobile & web apps — app engagement, key-event completion and retention-shaped questions.
- Content, media and everything else — engagement, read depth and whatever key events you've defined.
If a property has no e-commerce tracking, ConvRadar won't hand you a misleading 0% conversion rate or $0 revenue. It leads with engagement and the key events you actually fire, and tells you when a metric isn't available instead of reporting a zero as fact.
Try without installing
Sign in at https://convradar.com/chat with an email link or Google, connect GA4 and ask the same questions in the browser. Free during the open beta, no card. Page Scan, Page Speed and Benchmarks below need no login at all.
Free tools on convradar.com
The connector is the deep end. Five instruments on the site cover the shallow end, and three of them run without an account:
Skills
The public skills catalog contains two workflows: SaaS Page Audit for one SaaS pricing, product or service page, and E-commerce & Lead Gen Audit for a whole store or service lead-generation site. Both produce an evidence-backed HTML report and use connected GA4 data when appropriate. The E-commerce & Lead Gen skill keeps separate rules for purchases and enquiries and excludes SaaS.
The hosted MCP server serves the same skill files for ChatGPT plugin import. GitHub is the readable source; a plugin version receives its own snapshot during Scan Tools. See the catalog index.
Connect your client
ConvRadar is a remote OAuth-protected MCP. Any stdio-only client (Claude Desktop, Cursor, Cline, Continue) can connect via mcp-remote, which handles the OAuth handshake on first run.
Claude Desktop / Cursor / Cline
Add this to your client's MCP config (claude_desktop_config.json, ~/.cursor/mcp.json, etc.):
Restart the client. On first tool call, a browser window opens for OAuth — sign in with the same Google account that owns your GA4 property.
Claude.ai (web)
Add a Custom Connector in Settings → Connectors:
- URL:
https://mcp.convradar.com/mcp - Auth: OAuth 2.1 (handled automatically)
ChatGPT (any plan)
ConvRadar is an official plugin in ChatGPT's plugin directory: open ConvRadar in ChatGPT, click Connect and sign in with Google. No Developer Mode, no URL to paste.
Google Antigravity
Install the plugin from antigravity-plugin/: agy plugin install ./convradar-mcp/antigravity-plugin from a clone of this repo. It adds the remote server and both audit skills; sign-in runs over OAuth on the first call.
Tools
ConvRadar exposes the following tools. The MCP client picks the right one for each question; you don't usually call them by name.
First prompts to try
After connecting, try:
- Run a full audit of my account.
- Where's my biggest funnel drop?
- Did mobile conversion drop last week?
- Compare desktop and mobile checkout conversion for the last 30 days.
- What should I A/B test next?
Auth
- Protocol: OAuth 2.1, Bearer token in
Authorizationheader. - Scopes:
read:metrics,write:hypotheses. - Discovery (RFC 9728):
GET https://mcp.convradar.com/.well-known/oauth-protected-resource. - No per-user URLs —
mcp-remote(or the client's built-in OAuth flow) handles the login on first run.
The OAuth flow only requests read-only GA4 access — ConvRadar can never modify your analytics data.
Pricing
Free right now — ConvRadar is in open beta. No card, no trial countdown. Connect GA4 and use every tool. Each account has 1,000 tool calls a day, and every tool result reports how many are left.
When the beta ends it becomes $9.99 / month flat (7-day free trial, cancel anytime). Beta users get advance notice before that kicks in.
Stack
GA4 Data API (read-only) · Claude/ChatGPT MCP · Stripe billing · OAuth 2.1.
Status
- MCP endpoint: production at
https://mcp.convradar.com/mcp - Source: closed. This repository contains the public manifest, install instructions and tool catalogue only.
Support
Visit https://convradar.com to get in touch.
License
The contents of this repository (README, manifest, configuration snippets) are released under the MIT License. The hosted ConvRadar service itself is proprietary.
来源:README.md,提交 e5a0edd
工具
0版本历史
1- v1.2.0最新Sep 16, 2026
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