Search / com.hibot/hibot
protogridR0· no sign-inHiBot public knowledge: the ANSWER framework for AI visibility, audit plans, case studies, research
v1.0.0 · active · website · descriptor JSON · versions
{
"mcpServers": {
"hibot": {
"type": "http",
"url": "https://hibot.com/mcp/public"
}
}
}claude mcp add --transport http hibot https://hibot.com/mcp/public[mcp_servers.hibot]
url = "https://hibot.com/mcp/public"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"hibot": {
"type": "remote",
"url": "https://hibot.com/mcp/public",
"enabled": true
}
}
}{
"mcpServers": {
"hibot": {
"type": "http",
"url": "https://hibot.com/mcp/public"
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=hibot&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vaGlib3QuY29tL21jcC9wdWJsaWMifQ%3D%3D"
}{
"servers": {
"hibot": {
"type": "http",
"url": "https://hibot.com/mcp/public"
}
}
}{
"mcpServers": {
"hibot": {
"httpUrl": "https://hibot.com/mcp/public"
}
}
}extensions:
"hibot":
enabled: true
name: "hibot"
type: streamable_http
uri: "https://hibot.com/mcp/public"
timeout: 300
protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28protocol.statelessonly applies to 2026-07-28 serversprotocol.transportstreamable HTTPprotocol.list_ttlonly applies to 2026-07-28 serversauth.prm, auth.as_metadata, auth.cimdno remote uses OAuthauth.secret_in_urlno templated URLtools.descriptionsevery tool has a descriptiontools.description_lengthdescriptions are concisetools.schemasevery tool has an object input schematools.annotations5 of 5 tools declare readOnlyHint or destructiveHinttools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: list_blog_articles (idempotentHint); search_blog (idempotentHint); generate_ai_visibility_questions (idempotentHint); …tools.token_costabout 776 tokens to load every tooltools.api_dumptools are not a one-to-one API dumpstability.changes8 tool changes in 30 daysstability.rug_pull1 tools kept their name but changed most of their description in 30 days; review before trusting themdeps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI packageget_case_studyremovedProof, in depth: one HiBot case study by slug, with the headline finding, what the full report covers, and the page where the reader can request their own audit.
list_case_studiesremovedProof: the public catalog of real HiBot audits (Oura, Costco, Salesforce, and more), each with its headline finding and page URL. Use it to show what an audit surfaces before the reader buys one.
get_plansremovedHow to buy a HiBot audit: the Pulse and Panorama plans with price, question count, AI engines covered, runs per question, what every report includes, and the register link to start one.
generate_ai_visibility_questionschangedtitle, description, input schema, annotationsmeaning changedGenerate a free AI visibility question set for any brand from its website. Returns 10 questions across the six ANSWER categories (the questions real customers ask ChatGPT, Perplexity, and Google about that market). Provide an email to unlock and receive the full 50. This is HiBot's free front door: the questions are given away, the human-run audit that answers and scores them is the paid product.
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.
search_blogchangeddescriptionKeyword search over published HiBot articles, ranked by relevance, each with its page URL. Free reference reading on AI visibility and the ANSWER framework.
Keyword search over published HiBot articles, ranked by relevance, each with its page URL. Reference reading on AI visibility and the ANSWER framework.
get_blog_articlechangeddescriptionOne published HiBot article by slug, rendered as readable Markdown with its canonical URL. Free reference reading on AI visibility and the ANSWER framework.
One published HiBot article by slug, rendered as readable Markdown with its canonical URL. Reference reading on AI visibility and the ANSWER framework.
list_blog_articleschangeddescriptionPublished HiBot articles on AI visibility and the ANSWER framework, newest first, optionally filtered to one ANSWER category. Free reference reading that leads into the methodology and an audit.
Published HiBot articles on AI visibility and the ANSWER framework, newest first, optionally filtered to one ANSWER category. Reference reading.
get_answer_methodologychangeddescriptionHow HiBot scores AI visibility: the six ANSWER categories, the 0 to 4 response rubric, category weights, score bands, and letter grades. Use it to explain what an AI visibility score means and how a HiBot audit puts a number on a brand's standing.
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.
Full history: list_changes · trend: quality JSON.
Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.
+dns-namespace +website +reachable +uptime-95% ~updated-48d-ago -no-repository
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
| remote | auth | reachable | uptime 30d | p50 | protocol | last ok |
|---|---|---|---|---|---|---|
https://hibot.com/mcp/public streamable-http | none | yes | 95% | 268 ms | 2025-06-18 | 2026-10-20 |
generate_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. |
get_answer_methodologyread-only | 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. |
get_blog_articleread-only | One published HiBot article by slug, rendered as readable Markdown with its canonical URL. Reference reading on AI visibility and the ANSWER framework. |
list_blog_articlesread-only | Published HiBot articles on AI visibility and the ANSWER framework, newest first, optionally filtered to one ANSWER category. Reference reading. |
search_blogread-only | Keyword search over published HiBot articles, ranked by relevance, each with its page URL. Reference reading on AI visibility and the ANSWER framework. |
Schemas: list_tools.
{
"name": "com.hibot/hibot",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-09-29/server.schema.json",
"remotes": [
{
"url": "https://hibot.com/mcp/public",
"type": "streamable-http"
}
],
"version": "1.0.0",
"websiteUrl": "https://hibot.com",
"description": "HiBot public knowledge: the ANSWER framework for AI visibility, audit plans, case studies, research"
}