Review Expert MCP

The Review Expert MCP server enables AI agents to interact with App Store and Google Play reviews managed within the Review Expert platform. It provides tools to list connected apps, fetch and search reviews, analyze sentiment trends, and generate or manage reply drafts. It supports OAuth 2.1 and API key authentication, allowing agents to read review data and draft responses without posting them unless explicitly permitted.

Endpoint and access

OAuth sign-in: the first time you connect, your client opens the vendor's own authorization prompt in a browser.

OAuth sign-inEndpoint checked 2026-10-19Operated by Review Expert

MCP endpoint (Streamable HTTP)

https://mcp.review.expert

Vendor documentation

What you can do with it

Fetch and filter reviews by rating or date
Search review text across connected apps
Generate AI reply drafts for customer feedback
Analyze sentiment trends and response rates

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers a Streamable HTTP server. Use --scope project to write .mcp.json for the repo.

Claude Code configuration

claude mcp add --transport http review-expert-mcp https://mcp.review.expert

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).

Codex configuration

codex mcp add review-expert-mcp --url https://mcp.review.expert

Cursor

Merge this server into .cursor/mcp.json in your project, then enable review-expert-mcp in your MCP settings.

Cursor configuration

{
  "mcpServers": {
    "review-expert-mcp": {
      "url": "https://mcp.review.expert"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure). The type must be streamableHttp for a remote HTTP server.

Cline configuration

{
  "mcpServers": {
    "review-expert-mcp": {
      "type": "streamableHttp",
      "url": "https://mcp.review.expert",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start review-expert-mcp and inspect its tools.

VS Code configuration

{
  "servers": {
    "review-expert-mcp": {
      "type": "http",
      "url": "https://mcp.review.expert"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.

Gemini CLI configuration

gemini mcp add --transport http review-expert-mcp https://mcp.review.expert

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.

Claude Desktop configuration

{
  "mcpServers": {
    "review-expert-mcp": {
      "url": "https://mcp.review.expert"
    }
  }
}

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.

Windsurf configuration

{
  "mcpServers": {
    "review-expert-mcp": {
      "serverUrl": "https://mcp.review.expert"
    }
  }
}

Ground your agent in cited data

Review Expert MCP gives your agent tools. Koskamo gives it reviewed, cited facts to check its answers against. Add it as a second MCP server; public reads need no API key.

Connect Koskamo Browse datasets

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