hibot-mcp
HiBot MCP server: AI-visibility audit knowledge (the ANSWER framework, audit plans, case studies, research) for Claude and other AI assistants. Public Streamable HTTP endpoint at https://hibot.com/mcp/public
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/publicAny 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
Frequently asked questions
What is hibot-mcp?
hibot-mcp is HiBot MCP server: AI-visibility audit knowledge (the ANSWER framework, audit plans, case studies, research) for Claude and other AI assistants. Public Streamable HTTP endpoint at https://hibot.com/mcp/public
How do I install hibot-mcp?
Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.
Is hibot-mcp open source?
Yes — it is hosted on GitHub at https://github.com/flevy-com/hibot-mcp.
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