{
  "markdown": "<p align=\"center\">\n  <img src=\"https://convradar.com/logo-512.png\" alt=\"ConvRadar logo\" width=\"120\" height=\"120\" />\n</p>\n\n# ConvRadar — Conversion Analyst inside Claude\n\nHosted 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.\n\n- 🌐 **Website:** https://convradar.com\n- 💬 **Try without signup (3 free messages):** https://convradar.com/chat\n- 🔌 **MCP endpoint:** `https://mcp.convradar.com/mcp`\n- 📧 **Contact:** https://convradar.com\n\n> 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.\n\n---\n\n## Screenshots\n\nLive output from the connector — funnel audit on the demo tenant in Claude.ai,\ntraffic-quality verdict in ChatGPT. Full set with paired prompts in [`media/`](media/).\n\n![Funnel audit — executive summary and step table](media/02-claude-funnel-audit.png)\n\n![Ranked conversion leaks](media/03-claude-biggest-leak.png)\n\n![Traffic-quality verdict in ChatGPT](media/05-chatgpt-traffic-verdict.png)\n\n## What ConvRadar does\n\nConvRadar is a hosted Model Context Protocol (MCP) server. It connects to your Google Analytics 4 property over OAuth (read-only) and exposes 35 conversion-diagnostic tools to any MCP client.\n\n- Runs a **full audit on demand** — funnel drops, traffic-quality regressions, device gaps, landing-page leaks, product/category performance.\n- Compares **segments, periods and benchmarks**. Answers in plain English with GA4 numbers attached.\n- Records **hypotheses** so the next conversation picks up where the last one ended.\n\n## Works with any GA4 property\n\nConvRadar 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.\n\n- **E-commerce** — product and category performance, the add-to-cart → checkout → purchase funnel, revenue and AOV.\n- **SaaS** — sign-ups, trials and activation as the conversion funnel; engagement where there's no cart.\n- **Lead generation** — form submits, demo requests, contact and quote events mapped into a real lead funnel.\n- **Mobile & web apps** — app engagement, key-event completion and retention-shaped questions.\n- **Content, media and everything else** — engagement, read depth and whatever key events you've defined.\n\nIf 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.\n\n## Try without installing\n\nOpen the demo at **https://convradar.com/chat** — 3 free messages, no signup. The demo runs against a real GA4 property so the answers reflect real data.\n\n## Free tools on convradar.com\n\nThe connector is the deep end. Four self-serve instruments on the site cover the shallow end — use them before (or without) connecting anything:\n\n| Tool | What it does | Access |\n|---|---|---|\n| [🩺 Page Scan](https://convradar.com/page-scan) | Paste any URL — three models read the page and rank the conversion leaks it's quietly losing, pinned to a screenshot. | No login |\n| [⚡ Page Speed & UX Check](https://convradar.com/page-speed) | Google PageSpeed score plus a conversion-UX read of the page, in about 30 seconds. | No login |\n| [🕹️ Benchmarks](https://convradar.com/benchmarks) | Conversion-rate ranges by industry — see where you land before chasing a number. | No login |\n| [🗣️ Voice of Customer](https://convradar.com/voice-of-customer) | Paste 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 |\n\n## Connect your client\n\nConvRadar 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.\n\n### Claude Desktop / Cursor / Cline\n\nAdd this to your client's MCP config (`claude_desktop_config.json`, `~/.cursor/mcp.json`, etc.):\n\n```json\n{\n  \"mcpServers\": {\n    \"convradar\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"mcp-remote\", \"https://mcp.convradar.com/mcp\"]\n    }\n  }\n}\n```\n\nRestart the client. On first tool call, a browser window opens for OAuth — sign in with the same Google account that owns your GA4 property.\n\n### Claude.ai (web)\n\nAdd a **Custom Connector** in Settings → Connectors:\n\n- **URL:** `https://mcp.convradar.com/mcp`\n- **Auth:** OAuth 2.1 (handled automatically)\n\n### ChatGPT (Plus / Pro)\n\nAdd a **Custom MCP Connector** in Settings → Connectors with URL `https://mcp.convradar.com/mcp`.\n\n## Tools\n\nConvRadar exposes the following tools. The MCP client picks the right one for each question; you don't usually call them by name.\n\n| Tool | What it does |\n|---|---|\n| `cr_full_audit` | Run a complete conversion audit across funnel, traffic, devices, geos and products. |\n| `cr_get_account_info` | GA4 property metadata for the connected account. |\n| `cr_get_overview_metrics` | Headline metrics (sessions, users, conversions, revenue) for a period. |\n| `cr_get_current_state` | Snapshot of the account's current conversion state. |\n| `cr_get_funnel` | The configured funnel with step-by-step drop-off. |\n| `cr_diagnose_funnel_drop` | Identify the biggest funnel-step regression and likely cause. |\n| `cr_get_traffic_breakdown` | Split traffic by source, medium and campaign. |\n| `cr_assess_traffic_quality` | Score traffic sources by engagement and conversion quality. |\n| `cr_detect_traffic_quality_change` | Step-changes in traffic quality over a window. |\n| `cr_get_device_breakdown` | Sessions and conversions by device category. |\n| `cr_get_geo_breakdown` | Sessions and conversions by country and region. |\n| `cr_get_landing_pages` | Top landing pages with engagement and conversion. |\n| `cr_get_product_analysis` | Product-level revenue and funnel drop-off. |\n| `cr_get_product_performance` | Per-product views / add-to-cart / purchases. |\n| `cr_query_metrics` | Ad-hoc metric and dimension query against GA4. |\n| `cr_describe_data` | Plain-English summary of a dataset slice. |\n| `cr_compare_segments` | Compare two GA4 segments side by side. |\n| `cr_compare_to_benchmark` | Compare a metric to industry or cohort benchmark. |\n| `cr_find_conversion_anomalies` | Statistically significant conversion anomalies. |\n| `cr_capture_via_web_fetch` | Capture supporting evidence from a public URL. |\n| `cr_list_hypotheses` | Browse the CRO hypothesis library, filtered to your industry vertical. |\n| `cr_get_hypothesis` | Full detail for one hypothesis by ID, with what to look for on the page. |\n| `cr_check_page_speed` | Core Web Vitals via PageSpeed Insights, tied to your GA4 mobile-vs-desktop conversion gap. |\n| `cr_heuristic_check` | Page speed + AI UX review of the live page — works before GA4 has any data. |\n| `cr_get_heuristic_check` | Fetch a heuristic check result by request id (pending until the background run finishes). |\n| `cr_capture_screenshots` | Real desktop + mobile screenshots of a page via an anti-bot browser (visual proof). |\n| `cr_get_screenshots` | Fetch a queued screenshot capture by request id. |\n| `cr_list_capture_sets` | What to look for on each page type before recording a verification. |\n| `cr_record_verification` | Record page observables and get hypothesis verdicts. |\n| `cr_mark_hypothesis_status` | Track a hypothesis: surfaced → testing → confirmed / rejected. |\n| `cr_save_ai_suggested` | Save an AI-suggested hypothesis alongside the verified library. |\n| `cr_log_change` | Journal a shipped site change for later impact measurement. |\n| `cr_list_changes` | The change diary: what shipped and when, with impact verdicts where measured. |\n| `cr_update_change` | Edit or dismiss a diary entry — dismissed rows are retained, never deleted. |\n| `cr_verify_change_impact` | Pre/post statistical verdict for a logged change. |\n\n## First prompts to try\n\nAfter connecting, try:\n\n- *Run a full audit of my account.*\n- *Where's my biggest funnel drop?*\n- *Did mobile conversion drop last week?*\n- *Compare desktop and mobile checkout conversion for the last 30 days.*\n- *What should I A/B test next?*\n\n## Auth\n\n- **Protocol:** OAuth 2.1, Bearer token in `Authorization` header.\n- **Scopes:** `read:metrics`, `write:hypotheses`.\n- **Discovery (RFC 9728):** `GET https://mcp.convradar.com/.well-known/oauth-protected-resource`.\n- **No per-user URLs** — `mcp-remote` (or the client's built-in OAuth flow) handles the login on first run.\n\nThe OAuth flow only requests read-only GA4 access — ConvRadar can never modify your analytics data.\n\n## Pricing\n\n**Free right now — ConvRadar is in open beta.** No card, no trial countdown, no usage caps. Connect GA4 and use every tool.\n\nWhen 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.\n\n## Stack\n\nGA4 Data API (read-only) · Claude/ChatGPT MCP · Stripe billing · OAuth 2.1.\n\n## Status\n\n- MCP endpoint: production at `https://mcp.convradar.com/mcp`\n- Source: closed. This repository contains the public manifest, install instructions and tool catalogue only.\n\n## Support\n\nVisit https://convradar.com to get in touch.\n\n## License\n\nThe contents of this repository (README, manifest, configuration snippets) are released under the [MIT License](./LICENSE). The hosted ConvRadar service itself is proprietary.\n",
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