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.

已验证Streamable HTTP可网页运行数据与分析商业与电商

概览

AI 生成的概览

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。
安装前请注意
OAuth 授权范围包含 write:hypotheses,助手可创建和修改你 ConvRadar 账户中的记录;对 GA4 本身仅为只读。部分工具会抓取公开网址、运行浏览器截图,客户之声功能会挖掘第三方讨论站点。公测期间免费,每日 1,000 次工具调用上限,之后为每月 9.99 美元。

安装

在 SourceWeft 中

  1. 打开 控制台中的 ConvRadar,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/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。

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

README

[ConvRadar logo]

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.

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]

[Ranked conversion leaks]

[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:

ToolWhat it doesAccess
📊 Conversion AuditConnect GA4 and get an audit of your real traffic: ranked leaks with the numbers behind each and a prioritized fix list.Free sign-up + GA4
🩺 Page ScanPaste any URL. GPT and Claude read the desktop and mobile page against our pattern library and pin each leak to the screenshot.No login
⚡ Page Speed & UX CheckGoogle PageSpeed score, a screenshot and the design issues costing sales, in about a minute.No login
🕹️ BenchmarksConversion-rate ranges by industry — see where you land before chasing a number.No login
🗣️ Voice of CustomerPaste your URL — it mines independent customer discussion across your category (Reddit, Quora, niche forums & social threads; your brand's own reviews excluded), ranks the pains by frequency with verbatim quotes and their source links, then grades your page copy against each pain and hands you a prioritized fix list. ~3–5 min per run, report by email.Free sign-up

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.):

json
{  "mcpServers": {    "convradar": {      "command": "npx",      "args": ["-y", "mcp-remote", "https://mcp.convradar.com/mcp"]    }  }}

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.

ToolWhat it does
cr_full_auditRun a complete conversion audit across funnel, traffic, devices, geos and products.
cr_get_account_infoGA4 property metadata for the connected account.
cr_get_overview_metricsHeadline metrics (sessions, users, conversions, revenue) for a period.
cr_get_current_stateSnapshot of the account's current conversion state.
cr_get_funnelThe configured funnel with step-by-step drop-off.
cr_diagnose_funnel_dropIdentify the biggest funnel-step regression and likely cause.
cr_get_traffic_breakdownSplit traffic by source, medium and campaign.
cr_assess_traffic_qualityScore traffic sources by engagement and conversion quality.
cr_detect_traffic_quality_changeStep-changes in traffic quality over a window.
cr_get_device_breakdownSessions and conversions by device category.
cr_get_geo_breakdownSessions and conversions by country and region.
cr_get_landing_pagesTop landing pages with engagement and conversion.
cr_get_product_analysisProduct-level revenue and funnel drop-off.
cr_get_product_performancePer-product views / add-to-cart / purchases.
cr_query_metricsAd-hoc metric and dimension query against GA4.
cr_export_factsExport the stored rows of a fact table as CSV, one or more files per month, up to 400 days.
cr_get_exportFetch a running export by request id: progress, then the download links.
cr_describe_dataPlain-English summary of a dataset slice.
cr_compare_segmentsCompare two GA4 segments side by side.
cr_compare_to_benchmarkCompare a metric to industry or cohort benchmark.
cr_find_conversion_anomaliesStatistically significant conversion anomalies.
cr_capture_via_web_fetchCapture supporting evidence from a public URL.
cr_list_hypothesesBrowse the CRO hypothesis library, filtered to your industry vertical.
cr_get_hypothesisFull detail for one hypothesis by ID, with what to look for on the page.
cr_check_page_speedCore Web Vitals via PageSpeed Insights, tied to your GA4 mobile-vs-desktop conversion gap.
cr_heuristic_checkPage speed + AI UX review of the live page — works before GA4 has any data.
cr_get_heuristic_checkFetch a heuristic check result by request id (pending until the background run finishes).
cr_capture_screenshotsReal desktop + mobile screenshots of a page via an anti-bot browser (visual proof).
cr_get_screenshotsFetch a queued screenshot capture by request id.
cr_list_capture_setsWhat to look for on each page type before recording a verification.
cr_record_verificationRecord page observables and get hypothesis verdicts.
cr_mark_hypothesis_statusTrack a hypothesis: surfaced → testing → confirmed / rejected.
cr_save_ai_suggestedSave an AI-suggested hypothesis alongside the verified library.
cr_log_changeJournal a shipped site change for later impact measurement.
cr_list_changesThe change diary: what shipped and when, with impact verdicts where measured.
cr_update_changeEdit or dismiss a diary entry — dismissed rows are retained, never deleted.
cr_verify_change_impactPre/post statistical verdict for a logged change.
cr_voice_of_customerMine independent customer discussion in your category and grade your page copy against the pains it finds. One run per account per week.
cr_get_voice_of_customerFetch a finished Voice of Customer run: ranked pains, their sources, and the copy gaps.

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 Authorization header.
  • 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
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. v1.2.0最新Sep 16, 2026

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