FrontStat MCP MCP server

An official MCP server by FrontStat that allows AI agents to query AI search engine visibility data. It provides tools to check public launch rankings, retrieve private Pro reports on visibility scores, identify competing products named by AI assistants, and analyze cited websites for SEO insights.

Endpoint and access

No sign-in: your client connects and lists tools immediately, with no account or key.

No sign-inEndpoint checked 2026-10-05Operated by FrontStat

MCP endpoint (Streamable HTTP)

https://frontstat.com/api/mcp

Vendor documentation

What you can do with it

Check if ChatGPT, Claude, or Gemini recommend a specific product
Retrieve daily AI visibility scores and recommendation stats for a startup
Identify which products AI search engines name instead of yours
Analyze which websites are most frequently cited by AI assistants

Tools advertised by the last live check:

check_public_launch
get_visibility
list_buyer_questions
who_wins_instead
cited_sites
visibility_history

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 frontstat-mcp https://frontstat.com/api/mcp

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 frontstat-mcp --url https://frontstat.com/api/mcp

Cursor

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

Cursor configuration

{
  "mcpServers": {
    "frontstat-mcp": {
      "url": "https://frontstat.com/api/mcp"
    }
  }
}

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": {
    "frontstat-mcp": {
      "type": "streamableHttp",
      "url": "https://frontstat.com/api/mcp",
      "disabled": false
    }
  }
}

VS Code

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

VS Code configuration

{
  "servers": {
    "frontstat-mcp": {
      "type": "http",
      "url": "https://frontstat.com/api/mcp"
    }
  }
}

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 frontstat-mcp https://frontstat.com/api/mcp

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": {
    "frontstat-mcp": {
      "url": "https://frontstat.com/api/mcp"
    }
  }
}

Windsurf

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

Windsurf configuration

{
  "mcpServers": {
    "frontstat-mcp": {
      "serverUrl": "https://frontstat.com/api/mcp"
    }
  }
}

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