TofuBofu AI Visibility

com.tofubofuPublished by tofubofu.comOfficial publisherv1.0.0Updated Oct 24, 2026

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

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingBusiness & Commerce

Overview

AI-generated overview

Lets an assistant start a free AI-visibility scan for a B2B company's website and fetch a report on how often AI engines recommend it versus competitors.

What you can do
Two tools: scan_ai_visibility starts a free AI-visibility scan for a B2B company's website, checking how often AI engines such as ChatGPT, Claude, Perplexity, Gemini, Google AI Mode and Microsoft Copilot name the company when buyers ask for vendor recommendations, and finds the gaps; the scan runs in the background for roughly 1-2 minutes. get_visibility_report fetches results using the report_id returned by the scan, returning status and progress while running, then the visibility score, how often the brand is mentioned, share of voice and top competitors winning the answers.
When to use it
Useful for B2B marketing or brand teams that want to know how often their company is named when AI engines answer vendor-recommendation questions, and where competitors are ahead. Also suits a quick, free visibility baseline rather than ongoing monitoring.
Requirements
Remote endpoint reached over streamable HTTP at tofubofu.com; no local package install. The manifest declares no accounts, API keys, environment variables or headers. Network access to the service is needed, and a scan takes roughly 1-2 minutes.
Before you install
The scan sends the company's website information to the third-party service tofubofu.com for processing and runs in the background for roughly 1-2 minutes; the report is retrieved with the report_id returned by the scan. No payment, private key or data-writing requirements are declared, but confirm the company details submitted are appropriate to share with an external service.

Installation

In SourceWeft

  1. Open TofuBofu AI Visibility in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.tofubofu%2Fai-visibility/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

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

Tools

2

scan_ai_visibility

Run AI visibility scan

Start a free AI-visibility scan for a B2B company's website. Checks how often AI engines (ChatGPT, Claude, Perplexity, Gemini, Google AI Mode, Microsoft Copilot) name the company when buyers ask for vendor recommendations, and finds the gaps. The scan runs in the background (roughly 1-2 minutes); call get_visibility_report with the returned report_id to read the score and findings. ASK THE USER for geo_scope and sells_to before calling, if you do not already know them. Everything past `email` is optional and the scan runs without it, but geo_scope changes EVERY question we generate: a firm that sells across one country, scored on one city's questions, looks invisible when it is not. Guessing is worse than asking, and asking costs one line of conversation. Where you do not know, omit the field rather than inventing a plausible value: an omitted field is recorded as unknown, and the report says its framing was assumed. Every parameter carries its own description, generated from the one intake contract the in-app scan form renders from, so what you are told here and what a customer is asked are the same question. Returns: report_id, a report_url to view live, whether an existing report was reused (free scan already used this month), and which intake answers were missing, so you can offer to re-run with them.

Parametersemailrequireddomainrequiredcapacitysells_togeo_scopelocationscompetitorsbuyer_questions

get_visibility_report

Get AI 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 visibility score, how often AI mentions the brand, share of voice, top competitors winning the answers, and the highest-priority fixes, plus the report_url.

Parametersreport_idrequired

Version history

1
  1. v1.0.0LatestSep 16, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.