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HiBot

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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.

Related MCP server: saferagenticai-mcp

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

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

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