Citation Intelligence

这是一个自托管 MCP 服务配套 Skill，通过 12 个工具让 Agent 查询 Perplexity、Claude、ChatGPT、Gemini、Google AI Overviews 和 Bing 对给定查询引用了哪些 URL，并支持域名引用检测、引用片段提取、引用趋势、AI Overview 资格与竞品覆盖对比。需自备各引擎 API Key。

automatelab

热度 25.56

最近更新 2026-05-31 21:56:17

分类：营销依赖：MCP 服务 / 第三方 API / 内部调用大模型应用场景：市场分析 / 研究 / 报告撰写

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add automatelab-citation-intelligence

Metadata

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 for the full list.

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