TofuBofu AI Visibility 远程 MCP 服务器是什么?
TofuBofu AI Visibility 的远程 MCP 服务器是一个托管的 Model Context Protocol 端点,地址是 https://tofubofu.com/mcp,AI 助手无需在本地安装或运行任何东西即可连接。

@Arnav Neil
基本信息
TofuBofu runs a free AI visibility scan for any B2B company, right inside your AI assistant. Ask it to scan a domain and it runs the questions real buyers ask across ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews, and Bing Copilot, then reports how often the company gets named, which competitors AI recommends instead, and what to fix. Two tools: scan_ai_visibility starts the scan (just a domain and your work email, one free scan per email per month, report emailed with a live link) and get_visibility_report reads the score and findings. No API key, no install, no account needed up front. Built for B2B service firms doing AEO and GEO. Full setup guide: https://tofubofu.com/solutions/mcp
https://tofubofu.com/mcpclaude mcp add tofubofu --transport http https://tofubofu.com/mcpStep one of a scan: read the company's website and return the scan form's steps, pre-filled with what we read. Call this first, walk the user through `steps` in order, show them the answers and the queries, and get a yes before calling scan_ai_visibility. Every value is a guess from the website (or, for a signed-in workspace's returning brand, what the brand already holds) for the user to confirm or correct. Returns brand_name, steps (each with title and fields: param, question, help, kind, options, value, suggestions), scan (engines, queries_per_engine, queries_total) and how_to_ask.
Start an AI-visibility scan of a company's website. It asks ChatGPT, Claude, Perplexity, Gemini, Google AI Mode real buying queries and records which companies they name. A free scan asks 5 queries on each engine, 25 in all. A call carrying a TofuBofu API key (Authorization: Bearer tb_live_...) re-scans that workspace's existing brand for the website, on its plan and quota. Before calling: call research_company, walk the user through its steps, show them the pre-filled answers and the queries (for a returning brand, the ones its last scan asked, which this scan asks again), and get a yes. Ask where they sell if you do not know it: geo_scope changes every query. Omit a field you do not know rather than inventing a value. The scan runs in the background (a few minutes); call get_visibility_report with the returned report_id. Returns report_id, report_url, assumed (answers not supplied) and query_warnings (buyer_questions that read as a topic, each with its reason; every one is still asked as sent). status "not_started" with report_id null means no scan ran: the email already has an account, or this website's free scan already ran this month. A sign-in link went to that inbox; show the note and stop.
Fetch the results of an AI-visibility scan started with scan_ai_visibility. Args: report_id: The id returned by scan_ai_visibility. Returns: While running: {status: "running", progress}. When done: the Tofu Index (named in the consideration set) and the Bofu Index (picked head to head), each with its fraction, the Tofu Index per engine, share of voice, sentiment, the top competitors winning the answers, any gap between the competitors the user named and the ones AI names, and the highest-priority fixes, plus the report_url.
TofuBofu is an AEO and GEO platform for B2B service companies. 51% of B2B buyers now start vendor research on an AI chatbot (G2, 2026), and most companies have no idea what those engines say about them.
This MCP server puts the check inside your AI assistant: ask it to scan any B2B company and it runs the questions real buyers ask across ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews, and Bing Copilot, then reports how often the company gets named, which competitors AI recommends instead, and what to fix.
| Tool | What it does |
|---|---|
scan_ai_visibility | Starts a free scan for a domain. Takes the company website and your work email (the finished report is emailed to you, one free scan per email per month). Runs in the background, roughly 1 to 2 minutes. |
get_visibility_report | Reads the finished results: the visibility score, per-query findings, competitors named by each engine, and a link to the full live report. |
No API key, no install, no account needed up front.
TofuBofu, URL: https://tofubofu.com/mcpOr in Claude Code:
claude mcp add --transport http tofubofu https://tofubofu.com/mcp
TofuBofu AI Visibility 的远程 MCP 服务器是一个托管的 Model Context Protocol 端点,地址是 https://tofubofu.com/mcp,AI 助手无需在本地安装或运行任何东西即可连接。
把端点 https://tofubofu.com/mcp 添加到任意支持 MCP 的客户端,比如 Claude Code、Cursor 或 VS Code。本页的接入代码块可以一步配置好每个客户端。
不需要。TofuBofu AI Visibility 的 MCP 服务器不需要认证——直接用端点地址连接即可。
TofuBofu AI Visibility 暴露的是 Streamable HTTP 端点,这是远程 MCP 服务器普遍使用、主流客户端都支持的传输方式。
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