TofuBofu AI Visibility

com.tofubofu/ai-visibilityVersion 1.0.0

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

Status

Responds215 msNov 14, 2026, 14:19 UTCAnswered our handshake without sign-in.

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Last checked: Nov 14, 2026, 14:19 UTC
Latency: 215 ms
Remotes responding: 1 of 1
Sign-in: No sign-in
Hosting: Hosted outside the EU (detected)
Registry data as of: Nov 14, 2026, 22:14 UTC

Data from the official MCP Registry, checked by run.zero. How we check

Connect

Streamable HTTP

https://tofubofu.com/mcpResponds215 msNov 14, 2026, 14:19 UTC

No sign-in

Claude Code

claude mcp add --transport http ai-visibility https://tofubofu.com/mcp

Claude Desktop and claude.ai

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Settings > Connectors > Add custom connector
Name: ai-visibility
Remote MCP server URL: https://tofubofu.com/mcp

Cursor

{
  "mcpServers": {
    "ai-visibility": {
      "url": "https://tofubofu.com/mcp"
    }
  }
}

VS Code

code --add-mcp '{"name":"ai-visibility","type":"http","url":"https://tofubofu.com/mcp"}'

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Tools

3 tools

Tools of TofuBofu AI Visibility
	Description		Read-only	Idempotent	Open world
`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.	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.	Not declared	Yes	Not declared	No
`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.	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.	Not declared	Yes	Not declared	Yes
`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.	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.	No	No	No	Yes

Details

Registry status: Active
Published: Jul 16, 2026
Updated: Jul 16, 2026
Website: Not given
Repository: Not given
Categories (suggested): CRMSuggested categories are assigned automatically from the registry text and may be wrong. Verified operators can correct them.
GDPR: Not declared

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