/citation-intelligence

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: "@automatelab/citation-intelligence"
  mcpName: 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](https://github.com/AutomateLab-tech/citation-intelligence#configuration) for the full list.

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Developed by [AutomateLab](https://automatelab.tech). Source: [github.com/AutomateLab-tech/citation-intelligence](https://github.com/AutomateLab-tech/citation-intelligence).