mcpbeat Sign in

TofuBofu AI Visibility MCP Server

by tofubofu Your server? Claim it
answering

TofuBofu AI Visibility is answering right now. Last checked 10 min ago. It exposes 3 tools.

Free AI visibility scan for any B2B company: see how often AI engines recommend it, plus the fixes.

Uptime history 91 days of history · worst day 92%
91 days agonow
100.0%
Uptime 24h
91 of 91 checks
3
Tools
read from the server
256 ms
Response time
average over 24h
open, no key
Access
streamable-http

What changed 12

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 13 August 2026. No other catalogue keeps this.

31 Oct a tool description was rewritten get_visibility_report
24 Oct 2 tool descriptions were rewritten3 times that day get_visibility_report, scan_ai_visibility
24 Oct a tool appeared research_company
24 Oct a tool changed the parameters it asks for scan_ai_visibility
23 Oct a tool changed the parameters it asks for scan_ai_visibility
25 Sep a tool changed the parameters it asks for scan_ai_visibility
20 Aug a tool description was rewritten scan_ai_visibility
20 Aug a tool changed the parameters it asks for scan_ai_visibility
13 Aug a tool description was rewritten scan_ai_visibility
13 Aug a tool changed the parameters it asks for scan_ai_visibility
and 1 more, back to 13 August 2026

TofuBofu AI Visibility missed one check this week

Everything else answered, so this is steady rather than shaky. We check every 15 minutes, which is how a one-off gets told apart from the start of a pattern, and how you hear about the next one within the hour instead of from your users.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 10 min ago.

run in your terminal
claude mcp add ai-visibility --transport http https://tofubofu.com/mcp
Settings → Connectors → Add custom connector, then paste this address
https://tofubofu.com/mcp
~/.codex/config.toml
[mcp_servers.ai-visibility]
url = "https://tofubofu.com/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "ai-visibility": {
      "url": "https://tofubofu.com/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "ai-visibility": {
      "type": "http",
      "url": "https://tofubofu.com/mcp"
    }
  }
}

Available tools 3

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

research
research_company
Step 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.
scan
scan_ai_visibility
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.
visibility
get_visibility_report
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 top_fixes, the open items at the top of the brand's Fixes list (the same list the app's Fixes page shows; empty when there is none), plus the report_url.

Endpoints

URLTransportStateLatencyChecked
https://tofubofu.com/mcp streamable-http answering 265 ms 10 min ago

Alternatives to TofuBofu AI Visibility

same job, measured the same way
AIGROW
by aigrow

Does AI recommend a business? The free AI visibility scan, the AI Visibility Index and its Score.

4 tools answering
ThriveStack AI Visibility
by thrivestack-public

See how AI search engines mention and cite your brand, and get recommendations to improve it.

answering
AI Visibility
by aivisibilityskill

See how AI engines describe a product, find what to fix on its site, and verify the fix.

answering
AI Visibility Check
by aivisibilitycheck

Audit how AI assistants and search engines find, understand and recommend a website.

answering
Cited
by entradox

AI-answer-engine visibility scans for local businesses, as agent tools

9 tools answering
SeekinWeb — AI visibility
by seekinweb

Does AI recommend a business? Who it names instead, which sources it uses, plus AI readability.

3 tools answering
iSearchFrom
by isearchfrom

Free SEO tools for AI agents: Google results from any location, plus rank, ad and AI visibility.

answering
Rankwise
by tryrankwise

AI search visibility: see whether AI answer engines cite a brand, then win the citations back.

50 tools answering

TofuBofu AI Visibility — questions

Answers built from our own checks of this server.

What can TofuBofu AI Visibility do?
It exposes 3 tools, read directly from the server on our last check. Among them: get_visibility_report, research_company, scan_ai_visibility. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is TofuBofu AI Visibility working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 256 ms. The bar chart above shows every period we have measured.
How do I connect TofuBofu AI Visibility?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does TofuBofu AI Visibility need an API key?
No. TofuBofu AI Visibility completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 3 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is TofuBofu AI Visibility?
It answers our handshake in 256 ms on average, which is faster than 56% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.