MCP server

Frontstat Visibility Official

com.frontstat/visibility

Checked 25 Oct 2026, 20:29 UTC · Connected to it and listed its tools

See whether ChatGPT, Claude and Gemini recommend a startup's product, and who they name instead.

Website

At a glance

Type

MCP server

Publisher

frontstat.com (verified by the MCP Registry)

Status

Working at last check

Tools

6

Token cost

About 774 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

25 Oct 2026, 20:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http visibility https://frontstat.com/api/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.visibility]
url = "https://frontstat.com/api/mcp"

Gemini CLI

{"mcpServers":{"visibility":{"httpUrl":"https://frontstat.com/api/mcp"}}}

Cursor

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

VS Code

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

Antigravity

agy mcp add visibility https://frontstat.com/api/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"visibility","server_url":"https://frontstat.com/api/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"visibility","server_url":"https://frontstat.com/api/mcp"}

Tools

• check_public_launch ~191 tokens
  Look up a product launch that FrontStat already tracks: its name, its rank on this week's or this month's launch board, its visibility score (0 to 100), and whether ChatGPT, Claude and Gemini recommend it for its buyer question, with the products they name instead. Returns a link to its public Front
• cited_sites ~117 tokens
  The sites the AI search engines cite most when they answer your buyer questions, with how many answers cite each one, your own domain left out. These are the pages to get mentioned on. Needs FrontStat Pro: send your dashboard token as a Bearer token. Covers the domain on your subscription.
• get_visibility ~136 tokens
  Your latest FrontStat Pro report: date, visibility score, whether each AI search engine recommends your product for your main buyer question and who it names instead, and for your buyer questions how many answers recommend you (X of Y) per assistant. Needs FrontStat Pro: send your dashboard token as
• list_buyer_questions ~107 tokens
  Each buyer question FrontStat asks the AI search engines about your market, with yes or no per engine: does the answer recommend your product. Needs FrontStat Pro: send your dashboard token as a Bearer token. Covers the domain on your subscription.
• visibility_history ~114 tokens
  One point per day for the last 30 days: your visibility score and how many answers recommend your product. Use it to see whether your changes moved AI search engines. Needs FrontStat Pro: send your dashboard token as a Bearer token. Covers the domain on your subscription.
• who_wins_instead ~109 tokens
  The products the AI search engines name instead of yours, and the sites they cite, each with how many answers it appears in, from your latest Pro report. Needs FrontStat Pro: send your dashboard token as a Bearer token. Covers the domain on your subscription.

Browse

• Claude tools
• Web search
• Calling other AI models

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