ReviewMole

Give your coding agent your competitor's reviews.

ReviewMole is a remote MCP server. Connect it once and Claude Code, Codex or Cursor can pull any report, read the quotes behind a frustration, page through raw reviews, and turn all of it into a plan for your own app. Reports are served compact by default, under a thousand tokens, so a competitor teardown costs your agent about as much context as one source file.

1. Connect

Claude Code

claude mcp add --transport http reviewmole https://reviewmole.app/mcp

Then in a session: /mcp → ReviewMole → Authenticate. Your browser opens, you approve, done.

Codex CLI

codex mcp add reviewmole --url https://reviewmole.app/mcp

Cursor, Claude Desktop, Windsurf and others

{
  "mcpServers": {
    "reviewmole": { "url": "https://reviewmole.app/mcp" }
  }
}

Clients without native remote-MCP support can bridge with npx mcp-remote https://reviewmole.app/mcp.

Sign-in is OAuth 2.1 with PKCE. On first use your browser opens a consent page on reviewmole.app. The agent gets a token scoped to your reports and credits, never your Google account. Revoke it from your dashboard at any time.

2. Ask

“Pull the ReviewMole report for Babbel and list the three features their users beg for that my app doesn't have.”
“Get the quotes behind the top frustration of Duolingo and draft a landing-page headline that speaks to it.”
“Search ReviewMole for meditation apps, analyze the top two, and tell me which niche signals overlap.”
“Use the compare_with_my_app prompt with the Calm report; my app is a 5-minute breathing timer.”

3. Tools

search_appsFind an app by name on a storefront.
analyze_appGet the report for an app. Free if one exists, otherwise 1 credit and a run id.
wait_for_reportWait up to 90 s for a run, returns the compact report when done.
get_reportThe compact report: brief, signals, every frustration and praise group with counts. Under 1k tokens.
get_groupQuotes and numbers for one frustration or praise group.
get_reviewsRaw tagged reviews, 25 per page, filterable by group, intent, theme, churn or signal.
list_reportsYour existing reports.
get_creditsCredits left.
get_share_linkA public link for a report.

Only analyze_app on an app you have not analyzed yet spends a credit, and the tool says so before it does. Everything else is free. Reports never include raw review id lists, and get_report with view=full is the only call above 2k tokens.

No account yet?

Reports are one-time credits from $9. Sign in with Google, grab a pack, then connect your agent.

Get 3 reports for $9