Hibot

com.hibotPublished by hibot.comOfficial publisherv1.0.0Updated Oct 24, 2026

HiBot public knowledge: the ANSWER framework for AI visibility, audit plans, case studies, research

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingKnowledge & MemoryBusiness & Commerce

Overview

AI-generated overview

Lets an assistant look up HiBot's AI visibility ANSWER framework and articles, and generate AI visibility questions from a brand's website.

What you can do
Explains HiBot's ANSWER framework for AI visibility, including its six categories, a 0 to 4 response rubric, category weights, score bands, and letter grades. It also lists published HiBot articles by category, fetches a single article as Markdown by slug, and searches articles by keyword. A further tool generates AI visibility questions for a brand from its website, mapped to the six ANSWER categories.
When to use it
Use it when planning AEO or GEO work, explaining how an AI visibility score is calculated, or drafting the questions customers might ask ChatGPT, Perplexity, and Google about a brand.
Requirements
Remote MCP endpoint; no local package to install. The input declares no authentication, environment variables, or headers. Network access is required.
Before you install
The question generator takes a brand website as input, which shares that URL with a third-party service; confirm it is fine to share before use. The other tools only read public articles and framework documentation.

Installation

In SourceWeft

  1. Open Hibot 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.hibot%2Fhibot/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": {
    "hibot": {
      "type": "http",
      "url": "https://hibot.com/mcp/public"
    }
  }
}

Tools

5

get_answer_methodology

The ANSWER Methodology

The ANSWER framework for measuring AI visibility: the six categories, the 0 to 4 response rubric, category weights, score bands, and the letter-grade scale. Use it to explain what an AI visibility score means and how each category is defined.

Takes no parameters.

list_blog_articles

HiBot Blog Articles

Published HiBot articles on AI visibility and the ANSWER framework, newest first, optionally filtered to one ANSWER category. Reference reading.

Parameterslimitoffsetcategory

get_blog_article

One HiBot Blog Article

One published HiBot article by slug, rendered as readable Markdown with its canonical URL. Reference reading on AI visibility and the ANSWER framework.

Parametersslugrequired

search_blog

Search HiBot Articles

Keyword search over published HiBot articles, ranked by relevance, each with its page URL. Reference reading on AI visibility and the ANSWER framework.

Parameterslimitqueryrequired

generate_ai_visibility_questions

AI Visibility Questions

Generate the AI-visibility questions for any brand from its website: the kinds of questions real customers ask ChatGPT, Perplexity, and Google when choosing in that market, mapped to the six ANSWER categories (Appearance, Nomination, Showdown, Worth, Expertise, Reputation). Useful for AEO and GEO research and content planning. It reads the site to infer the brand; pass brandName and description if the site cannot be read automatically.

ParameterswebsiterequiredbrandNamedescription

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.