HiBot

Public read-only server for HiBot's AI-visibility knowledge: the ANSWER framework, audit plans, case studies, and research for measuring how AI answer engines represent your brand.

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Documentation

HiBot MCP Server

Connect Claude and other AI assistants to HiBot, which measures how AI answer engines like ChatGPT, Perplexity, Google, Claude, and Grok surface, recommend, and represent your brand, using the proprietary ANSWER framework.

This is a remote, hosted MCP server. There is nothing to install or run from this repository; it documents the public endpoint.

HiBot runs two servers. This repo documents the public one, which is open and unauthenticated. There is also a private server (Bearer API key) that serves a customer's own delivered audit results to an AI agent.

Public endpoint

https://hibot.com/mcp/public

Transport: Streamable HTTP (JSON-RPC 2.0 over POST)
Auth: none. All seven tools are free, read-only, and rate limited.
Docs: https://hibot.com/developers

Every result links back to the page it came from on hibot.com.

Tools

Tool	What it returns
`get_answer_methodology`	The six ANSWER categories, rubric, weights, and score bands
`get_plans`	HiBot Pulse and Panorama pricing and what each report includes
`list_case_studies`	Published audits of real brands
`get_case_study`	One case study in full
`list_blog_articles`	Published research articles
`get_blog_article`	One article in full
`search_blog`	Search HiBot's articles

Audits are run by human specialists in logged-out, neutral sessions. Nothing here queries an AI engine live, checks visibility in real time, or re-scores anything. Fresh numbers require a new audit.

Connect from Claude Code

claude mcp add --transport http hibot-public https://hibot.com/mcp/public

Any MCP client that supports HTTP transport works the same way.

The private server

Customers can also connect the authenticated server at https://hibot.com/mcp with a Bearer API key minted on the API Keys page. It serves your delivered audits as a dataset an agent can work from: scores and dimensions, the answers each engine gave, the hallucination log, citations, competitive standing, and trends across re-audits. A key reads only the account it belongs to.

About

HiBot is an AI visibility audit platform. Not a customer yet? Get your first audit.

Questions: support@hibot.com