MCP Server

hibot

com.hibot/hibot
Marketing & Advertising Public & reachable MCP 2026-07-28

What this MCP does

Provides AI visibility question sets, scoring methodology, articles, case studies, and audit plan information for brands.

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.
Open world
Input schema
{'type': 'object', 'required': ['website'], 'properties': {'website': {'type': 'string', 'description': "The brand's website or domain, e.g. example.com. Required."}, 'brandName': {'type': 'string', 'description': 'Optional. Only needed if the site cannot be read automatically (a JavaScript-heavy or very small site).'}, 'description': {'type': 'string', 'description': 'Optional. One line on what the business sells. Only needed if the site cannot be read automatically.'}}, 'additionalProperties': False}
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.
Read only
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': False}
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.
Read only
Input schema
{'type': 'object', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'description': 'Article slug from list_blog_articles or search_blog.'}}, 'additionalProperties': False}
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.
Read only
Input schema
{'type': 'object', 'properties': {'limit': {'type': 'integer', 'maximum': 50, 'minimum': 1, 'description': 'Articles to return. Default 20.'}, 'offset': {'type': 'integer', 'minimum': 0, 'description': 'Articles to skip for paging. Default 0.'}, 'category': {'type': 'string', 'description': 'Optional ANSWER category slug: general, appearance, nomination, showdown, worth, expertise, or reputation.'}}, 'additionalProperties': False}
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.
Read only
Input schema
{'type': 'object', 'required': ['query'], 'properties': {'limit': {'type': 'integer', 'maximum': 20, 'minimum': 1, 'description': 'Results to return. Default 10.'}, 'query': {'type': 'string', 'description': 'Keywords to search for.'}}, 'additionalProperties': False}
Removed
list_case_studies
Sept. 25, 2026, 3:02 a.m.
Removed
get_plans
Sept. 25, 2026, 3:02 a.m.
Removed
get_case_study
Sept. 25, 2026, 3:02 a.m.
Changed
generate_ai_visibility_questions
Sept. 25, 2026, 3:02 a.m.
Changed
search_blog
Sept. 25, 2026, 3:02 a.m.
Changed
get_blog_article
Sept. 25, 2026, 3:02 a.m.
Changed
list_blog_articles
Sept. 25, 2026, 3:02 a.m.
Changed
get_answer_methodology
Sept. 25, 2026, 3:02 a.m.
Added
generate_ai_visibility_questions
Sept. 17, 2026, 12:35 p.m.
Added
search_blog
Sept. 17, 2026, 12:35 p.m.
Added
get_blog_article
Sept. 17, 2026, 12:35 p.m.
Added
list_blog_articles
Sept. 17, 2026, 12:35 p.m.
Added
get_case_study
Sept. 17, 2026, 12:35 p.m.
Added
list_case_studies
Sept. 17, 2026, 12:35 p.m.
Added
get_plans
Sept. 17, 2026, 12:35 p.m.
Added
get_answer_methodology
Sept. 17, 2026, 12:35 p.m.