Search / io.github.zachhhhh/rankroot
RankRoot: AI visibility audit
R0· no sign-inAudit a site's visibility to ChatGPT, Perplexity, Claude and AI agents. Generates llms.txt.
v0.1.1 · active · website · descriptor JSON · versions
Search / io.github.zachhhhh/rankroot
R0· no sign-inAudit a site's visibility to ChatGPT, Perplexity, Claude and AI agents. Generates llms.txt.
v0.1.1 · active · website · descriptor JSON · versions
{
"mcpServers": {
"rankroot": {
"type": "http",
"url": "https://getrankroot.com/api/mcp"
}
}
}claude mcp add --transport http rankroot https://getrankroot.com/api/mcp[mcp_servers.rankroot]
url = "https://getrankroot.com/api/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"rankroot": {
"type": "remote",
"url": "https://getrankroot.com/api/mcp",
"enabled": true
}
}
}{
"mcpServers": {
"rankroot": {
"type": "http",
"url": "https://getrankroot.com/api/mcp"
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=rankroot&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vZ2V0cmFua3Jvb3QuY29tL2FwaS9tY3AifQ%3D%3D"
}{
"servers": {
"rankroot": {
"type": "http",
"url": "https://getrankroot.com/api/mcp"
}
}
}{
"mcpServers": {
"rankroot": {
"httpUrl": "https://getrankroot.com/api/mcp"
}
}
}extensions:
"rankroot":
enabled: true
name: "rankroot"
type: streamable_http
uri: "https://getrankroot.com/api/mcp"
timeout: 300
protocol.modernsupports 2026-07-28 (server/discover)protocol.statelessanswers without a sessionprotocol.transportstreamable HTTPprotocol.list_ttltool list is cacheable (ttlMs 3600000)auth.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.annotations6 of 6 tools declare readOnlyHint or destructiveHinttools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: audit_ai_visibility (destructiveHint, idempotentHint); generate_ai_visibility_files (destructiveHint, idempotentHint); check_ai_crawler_access (destructiveHint, idempotentHint); …tools.token_costabout 601 tokens to load every tooltools.api_dumptools are not a one-to-one API dumpstability.changes7 tool changes in 30 daysstability.rug_pullno tool changed its meaning under the same namedeps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI packageget_checkout_linkchangeddescription, input schemaGet the Polar checkout link for one RankRoot plan, to hand to the user. The user pays on Polar and receives a license key by email; pass it as 'Authorization: Bearer <key>' for higher API/MCP limits.
Get the Polar checkout link for one RankRoot plan, to hand to the user. The user pays on Polar and receives a license key by email; pass it as 'Authorization: Bearer <key>' for higher API/MCP limits. If checkoutOpen is false, the link is an application form the user fills in instead.
get_pricingchangeddescriptionList RankRoot plans (free, 7-day pass, Pro monthly/yearly, Agency) with prices, limits, checkout links and which plan fits which user. Agents cannot pay: give the user the checkout link.
List RankRoot plans (free scan, Fix Pack one-time, done-for-you AI Visibility Employee monthly) with prices, limits, checkout links and which plan fits which user. Agents cannot pay: give the user the checkout link.
get_checkout_linkaddedGet the Polar checkout link for one RankRoot plan, to hand to the user. The user pays on Polar and receives a license key by email; pass it as 'Authorization: Bearer <key>' for higher API/MCP limits.
get_pricingaddedList RankRoot plans (free, 7-day pass, Pro monthly/yearly, Agency) with prices, limits, checkout links and which plan fits which user. Agents cannot pay: give the user the checkout link.
validate_llms_txtaddedFetch a site's llms.txt (pass the site URL, or a URL ending in /llms.txt or /llms-full.txt for a subpath file) and check it against the llmstxt.org format: H1, summary, H2 link lists, Optional section.
check_ai_crawler_accessaddedCheck which AI crawlers (OAI-SearchBot, ChatGPT-User, GPTBot, ClaudeBot, Claude-SearchBot, PerplexityBot, Google-Extended and more) a site's robots.txt and firewall/CDN let in. Flags blocked AI search bots, which cost citations.
generate_ai_visibility_fileschangedinput schemaFull 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.
+website +reachable +uptime-98% +updated-13d-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://getrankroot.com/api/mcp streamable-http | none | yes | 98% | 334 ms | 2026-07-28, 2025-11-25, 2025-06-18, 2025-03-26 | 2026-10-20 |
audit_ai_visibilityread-only | Score how discoverable a website is by AI answer engines (ChatGPT, Perplexity, Claude, Google AI Overviews) and AI agents. Returns a 0-100 score, per-category scores and a prioritized fix list. |
check_ai_crawler_accessread-only | Check which AI crawlers (OAI-SearchBot, ChatGPT-User, GPTBot, ClaudeBot, Claude-SearchBot, PerplexityBot, Google-Extended and more) a site's robots.txt and firewall/CDN let in. Flags blocked AI search bots, which cost citations. |
generate_ai_visibility_filesread-only | Generate ready-to-publish llms.txt, an AI-bot-friendly robots.txt and schema.org JSON-LD for a website, based on its current homepage. |
get_checkout_linkread-only | Get the Polar checkout link for one RankRoot plan, to hand to the user. The user pays on Polar and receives a license key by email; pass it as 'Authorization: Bearer <key>' for higher API/MCP limits. If checkoutOpen is false, the link is an application form the user fills in instead. |
get_pricingread-only | List RankRoot plans (free scan, Fix Pack one-time, done-for-you AI Visibility Employee monthly) with prices, limits, checkout links and which plan fits which user. Agents cannot pay: give the user the checkout link. |
validate_llms_txtread-only | Fetch a site's llms.txt (pass the site URL, or a URL ending in /llms.txt or /llms-full.txt for a subpath file) and check it against the llmstxt.org format: H1, summary, H2 link lists, Optional section. |
Schemas: list_tools.
{
"name": "io.github.zachhhhh/rankroot",
"title": "RankRoot: AI visibility audit",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://getrankroot.com/api/mcp",
"type": "streamable-http"
}
],
"version": "0.1.1",
"websiteUrl": "https://getrankroot.com",
"description": "Audit a site's visibility to ChatGPT, Perplexity, Claude and AI agents. Generates llms.txt."
}