Lotus — AI Citation Intelligence
Connects Claude directly to CLICON's GEO Intelligence Engine for analyzing how AI crawlers like GPTBot, ClaudeBot, and PerplexityBot interact with your domains. You can run competitive analysis against specific domains, track citation gaps in LLM responses, and generate defense artifacts like llms.txt files and JSON-LD structured data. The server exposes their Bleed Model calculations that quantify revenue at risk from lost AI visibility in actual USD figures based on conversion values and citation drops. Built for B2B teams tracking how generative search engines are affecting their organic pipeline, especially in LATAM markets where Spanish language optimization matters.
- tools
- 12
- auth
- Secret needed
- transport
- HTTP
- last updated
- Jul 30, 2026
Tools
12 toolsPublic tool metadata for what this MCP can expose to an agent.
analyze_geoGEO diagnosis for any domain: visibility score and estimated revenue at risk
GEO diagnosis for any domain: visibility score and estimated revenue at risk
No parameter schema in public metadata yet.
get_quick_winsPending fixes, each with title, category, priority, estimated impact and a `hash`
Pending fixes, each with title, category, priority, estimated impact and a `hash`
No parameter schema in public metadata yet.
get_quick_win_codeFull, install-ready code for one quick win, by `hash`
Full, install-ready code for one quick win, by `hash`
No parameter schema in public metadata yet.
get_competitor_actionsCompetitor moves classified by AI-discoverability layer
Competitor moves classified by AI-discoverability layer
No parameter schema in public metadata yet.
get_artifactRetrieve a generated artifact (`json_ld`, `llms_txt`)
Retrieve a generated artifact (`json_ld`, `llms_txt`)
No parameter schema in public metadata yet.
get_bot_activityAI crawler activity on your site over the last N days
AI crawler activity on your site over the last N days
No parameter schema in public metadata yet.
get_bleed_modelEstimated business lost through the generative channel, with its provenance
Estimated business lost through the generative channel, with its provenance
No parameter schema in public metadata yet.
verify_installationCheck whether your artifacts are live on your site right now
Check whether your artifacts are live on your site right now
No parameter schema in public metadata yet.
get_citation_verdictLatest citation score plus the per-query measurements behind it
Latest citation score plus the per-query measurements behind it
No parameter schema in public metadata yet.
mark_appliedMarks a quick win as applied — after verifying it against your live site
Marks a quick win as applied — after verifying it against your live site
No parameter schema in public metadata yet.
generate_share_linkCreate a shareable report link
Create a shareable report link
No parameter schema in public metadata yet.
regenerate_artifactsRegenerate your artifacts. Rate-limited; paid tiers only
Regenerate your artifacts. Rate-limited; paid tiers only
No parameter schema in public metadata yet.
Sponsors
Agent CaffeineSponsoredClose your lid, come back to finished work
SnugSponsoredThe clipboard manager for the AI eraPromote your product hereReach 125k+ visitors monthly
WaxSponsoredBlock anything with supervision, without erasing your iPhonePromote your product hereReach 125k+ visitors monthly
knobsSponsoredSee your site on any phone, any day, in any languageReadme
Lotus — AI Citation Intelligence (MCP Server)
Lotus is a Generative Engine Optimization (GEO) platform. It measures whether your brand is actually cited as a source inside LLM-generated answers, and hands your coding agent the exact code to fix what is missing.
This repository documents the hosted Lotus MCP server. The server is a managed remote endpoint — there is nothing to install or self-host.
- Endpoint:
https://lotus.clicon.app/mcp/(trailing slash required) - Transport: streamable-http, stateless
- Registry:
app.clicon/lotus - Website: https://clicon.app
What it does
Search engines told you when you ranked badly. Generative engines do not. If an assistant hallucinates your product, ignores you, or cites a competitor instead, you lose the business with no signal that it happened.
Lotus closes that loop in three steps:
Details
- Repository
- github.com/martinendara/lotus-mcp
- Website
- clicon.app
- Category
- Data & Analytics
- Transport
- HTTP
- Auth
- Required
- Registry
- MCP registry, active
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