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name citation-intelligence
description Use when the user wants to know which URLs AI engines cite for a query, whether their domain is being cited by ChatGPT/Claude/Perplexity/Gemini/Google AI Overviews/Bing, what queries their site is cited for, how citation rate changes over time, or how their citation coverage compares to competitors. Self-hosted, BYO API keys, no backend.
version 0.10.0
license MIT
homepage https://github.com/AutomateLab-tech/citation-intelligence
compatibility
hosts
claude-code
cursor
claude-desktop
windsurf
vscode
zed
continue
cline
jetbrains
warp
metadata
npm mcpName
@automatelab/citation-intelligence
io.github.AutomateLab-tech/citation-intelligence

citation-intelligence

Pairs with the @automatelab/citation-intelligence server (12 tools across 6 namespaces). Queries which URLs Perplexity, Claude, ChatGPT, Gemini, Google AI Overviews, and Bing cite for any query — self-hosted, no account, no centralized backend.

Tool namespaces

citations_* — query-level: who cites what

Tool Use when
citations_provenance Start here. Fan a query across engines; returns per-URL cross-engine consensus matrix
citations_check URLs cited by a single engine for a query (cheaper than provenance)
citations_evidence Extract the cited snippet — why a URL is cited, not just that it is
citations_predict Citation likelihood from public signals — no LLM fired
citations_trend Time-series citation rate + per-query gained/lost deltas
citations_freshness Recency score for pages an engine cites

domain_* — domain-level: am I cited, what for

Tool Use when
domain_am_i_cited Fan across all engines for a domain; cross-engine consensus. Default first tool for "is my site cited?"
domain_cited_for Which queries the domain has been cited for (from local cache)

signals_* — page-level: citation signals

Tool Use when
signals_ai_overview Google AI Overview eligibility check for a URL
signals_answer_box Featured snippet / answer box signals

competitors_*, panel_*, audit_* — tracking and comparison

Tool Use when
competitors_compare Compare citation coverage between your domain and a competitor
panel_run Run a batch of queries and aggregate citation results

Default workflows

"Is my site cited?"

domain_am_i_cited(domain: "example.com", engine: "auto")
→ Per-engine breakdown + consensus. Pin engine= to reduce cost.

"Who ranks for this query?"

citations_provenance(query: "best n8n alternatives")
→ Cross-engine URL matrix with interpretation notes

"Why does ChatGPT cite them and not me?"

citations_evidence(query: "...", url: "competitor.com/page")
→ The cited snippet; compare against your page

Server setup

Claude Code (.claude/mcp.json):

{
  "mcpServers": {
    "citation-intelligence": {
      "command": "npx",
      "args": ["-y", "@automatelab/citation-intelligence"]
    }
  }
}

Claude Desktop (claude_desktop_config.json):

{
  "mcpServers": {
    "citation-intelligence": {
      "command": "npx",
      "args": ["-y", "@automatelab/citation-intelligence"]
    }
  }
}

Requires Node 20+. Add your API keys as environment variables — each engine you want to query needs its own key (Perplexity, OpenAI, Anthropic, Google). See the README for the full list.

Developed by AutomateLab. Source: github.com/AutomateLab-tech/citation-intelligence.