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ConvRadar

by Pikaivan

ConvRadar โ€” 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 โ€” 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 โ€” there is no self-hosted binary. Use the configuration below to connect any MCP-compatible client to it.


Screenshots

Live output from the connector โ€” funnel audit on the demo tenant in Claude.ai, traffic-quality verdict in ChatGPT. Full set with paired prompts in media/.

Funnel audit โ€” executive summary and step table

Ranked conversion leaks

Traffic-quality verdict in ChatGPT

Related MCP server: Google Analytics MCP Server

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 32 conversion-diagnostic tools to any MCP client.

  • Runs a full audit on demand โ€” 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 โ€” so the numbers make sense whether or not you sell anything on-site.

  • E-commerce โ€” product and category performance, the add-to-cart โ†’ checkout โ†’ purchase funnel, revenue and AOV.

  • SaaS โ€” sign-ups, trials and activation as the conversion funnel; engagement where there's no cart.

  • Lead generation โ€” form submits, demo requests, contact and quote events mapped into a real lead funnel.

  • Mobile & web apps โ€” app engagement, key-event completion and retention-shaped questions.

  • Content, media and everything else โ€” 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

Open the demo at https://convradar.com/chat โ€” 3 free messages, no signup. The demo runs against a real GA4 property so the answers reflect real data.

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.):

{
  "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 โ€” sign in with the same Google account that owns your GA4 property.

Claude.ai (web)

Add a Custom Connector in Settings โ†’ Connectors:

  • URL: https://mcp.convradar.com/mcp

  • Auth: OAuth 2.1 (handled automatically)

ChatGPT (Plus / Pro)

Add a Custom MCP Connector in Settings โ†’ Connectors with URL https://mcp.convradar.com/mcp.

Tools

ConvRadar exposes the following tools. The MCP client picks the right one for each question; you don't usually call them by name.

Tool

What it does

cr_full_audit

Run a complete conversion audit across funnel, traffic, devices, geos and products.

cr_get_account_info

GA4 property metadata for the connected account.

cr_get_overview_metrics

Headline metrics (sessions, users, conversions, revenue) for a period.

cr_get_current_state

Snapshot of the account's current conversion state.

cr_get_funnel

The configured funnel with step-by-step drop-off.

cr_diagnose_funnel_drop

Identify the biggest funnel-step regression and likely cause.

cr_get_traffic_breakdown

Split traffic by source, medium and campaign.

cr_assess_traffic_quality

Score traffic sources by engagement and conversion quality.

cr_detect_traffic_quality_change

Step-changes in traffic quality over a window.

cr_get_device_breakdown

Sessions and conversions by device category.

cr_get_geo_breakdown

Sessions and conversions by country and region.

cr_get_landing_pages

Top landing pages with engagement and conversion.

cr_get_product_analysis

Product-level revenue and funnel drop-off.

cr_get_product_performance

Per-product views / add-to-cart / purchases.

cr_query_metrics

Ad-hoc metric and dimension query against GA4.

cr_describe_data

Plain-English summary of a dataset slice.

cr_compare_segments

Compare two GA4 segments side by side.

cr_compare_to_benchmark

Compare a metric to industry or cohort benchmark.

cr_find_conversion_anomalies

Statistically significant conversion anomalies.

cr_capture_via_web_fetch

Capture supporting evidence from a public URL.

cr_list_hypotheses

List stored hypotheses for the account.

cr_get_hypothesis

Read a stored hypothesis by ID.

cr_check_page_speed

Core Web Vitals via PageSpeed Insights, tied to your GA4 mobile-vs-desktop conversion gap.

cr_heuristic_check

Page speed + AI UX review of the live page โ€” works before GA4 has any data.

cr_capture_screenshots

Real desktop + mobile screenshots of a page via an anti-bot browser (visual proof).

cr_get_screenshots

Fetch a queued screenshot capture by request id.

cr_list_capture_sets

What to look for on each page type before recording a verification.

cr_record_verification

Record page observables and get hypothesis verdicts.

cr_mark_hypothesis_status

Track a hypothesis: surfaced โ†’ testing โ†’ confirmed / rejected.

cr_save_ai_suggested

Save an AI-suggested hypothesis alongside the verified library.

cr_log_change

Journal a shipped site change for later impact measurement.

cr_verify_change_impact

Pre/post statistical verdict for a logged change.

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 โ€” 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 โ€” ConvRadar can never modify your analytics data.

Pricing

Free right now โ€” ConvRadar is in open beta. No card, no trial countdown, no usage caps. Connect GA4 and use every tool.

When the beta ends it becomes $9.99 / month flat (7-day free trial, cancel anytime, no usage caps). Beta users get advance notice before that kicks in.

Stack

GA4 Data API (read-only) ยท Claude/ChatGPT MCP ยท Stripe billing ยท 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.

A
license - permissive license
-
quality - not tested
B
maintenance

Maintenance

โ€“Maintainers
โ€“Response time
โ€“Release cycle
โ€“Releases (12mo)
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