MCP.so
Sign In
C

Citation Intelligence Mcp

@AutomateLab-tech

Repository

About Citation Intelligence Mcp

Free MCP server that tells your agent what LLMs cite, across Perplexity, Claude, ChatGPT, Gemini, Google AI Overviews, and Bing. One server, 6 AI citation sources, all via standard MCP tools. No API key required — open source and self-hostable.

Config

Add this server to your MCP-compatible client using the configuration below.

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

Tools

No tools detected

We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.

Overview

What is Citation Intelligence MCP?

A free, self-hosted MCP server that tells your agent which URLs get cited by AI search engines—across Perplexity, Google AI Overviews, ChatGPT, Claude, Gemini, and Bing. It’s for developers, SEOs, and content creators who need programmatic citation data without a hosted dashboard.

How to use Citation Intelligence MCP?

Install via npx -y @automatelab/citation-intelligence (requires Node 20+). Set environment variables for desired API keys (Perplexity, SerpAPI, Anthropic, OpenAI, Gemini, Bing, Brave). Use any MCP-compatible client (e.g., Claude Desktop, Cursor, Claude Code) with stdio transport.

Key features of Citation Intelligence MCP?

  • Query cross-engine citation consensus matrix
  • Domain-level citation check with per-engine breakdown
  • Predict citation likelihood without firing an LLM
  • Trend and freshness analysis for citations
  • AI crawler access and schema audit tools
  • Local caching with configurable TTL

Use cases of Citation Intelligence MCP?

  • Check if your own domain is cited by AI search engines for target queries
  • Identify competing domains cited across multiple engines for a query
  • Monitor citation trends over time for editorial or GEO planning
  • Audit your site’s AI crawler accessibility and structured data health
  • Programmatically compare citation visibility between any set of URLs

FAQ from Citation Intelligence MCP

What does the surface field mean in responses?

It tells you how the data was collected: consumer_scrape (real UI proxy), api_proxy (API call, directional), web_rank (traditional SERP), or static_signal (offline). Always check this before drawing conclusions.

Do I need paid API keys to use the server?

No. Several engines have free tiers: Perplexity (free Sonar on signup), SerpAPI (100 free Google AI Overview lookups/month), Gemini (free tier), Bing (free), Brave (2000/month). Only Claude and ChatGPT require paid keys.

Where is my citation data stored?

All data stays on your machine. API calls go directly from your computer to the vendor. A local cache file lives at ~/.config/citation-intelligence/cache.json. No data is uploaded to any third-party backend.

Can I run Citation Intelligence MCP without any API keys?

Yes. The citations.predict tool scores citation likelihood from public signals (Wikipedia, schema.org, llms.txt, GitHub) and requires zero keys. Other tools become available as you set each key.

Is this server compatible with Claude Desktop?

Yes. Add it to the Claude Desktop config via stdio transport using the npx command and your chosen environment variables. Any MCP client that supports stdio works the same way.

Frequently asked questions

What does the `surface` field mean in responses?

It tells you how the data was collected: `consumer_scrape` (real UI proxy), `api_proxy` (API call, directional), `web_rank` (traditional SERP), or `static_signal` (offline). Always check this before drawing conclusions.

Do I need paid API keys to use the server?

No. Several engines have free tiers: Perplexity (free Sonar on signup), SerpAPI (100 free Google AI Overview lookups/month), Gemini (free tier), Bing (free), Brave (2000/month). Only Claude and ChatGPT require paid keys.

Where is my citation data stored?

All data stays on your machine. API calls go directly from your computer to the vendor. A local cache file lives at `~/.config/citation-intelligence/cache.json`. No data is uploaded to any third-party backend.

Can I run Citation Intelligence MCP without any API keys?

Yes. The `citations.predict` tool scores citation likelihood from public signals (Wikipedia, schema.org, llms.txt, GitHub) and requires zero keys. Other tools become available as you set each key.

Is this server compatible with Claude Desktop?

Yes. Add it to the Claude Desktop config via stdio transport using the `npx` command and your chosen environment variables. Any MCP client that supports stdio works the same way.

Comments

Basic information

Category

AI & Agents

Transports

stdio

Author

AutomateLab-tech

Submitted by

Conrad Kwiatkowski

More AI & Agents MCP servers

LinkedIn MCP Server

stickerdaniel

Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.

2.7K

欢迎来到 智言平台

Shy2593666979

AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、HITL、Skill、Milvus 和 ElasticSearch 等技术，实现高效的知识检索与工具调用，使用 FastAPI 构建高性能后端服务。

797

Competitor Tracker & Co.

Competitor Tracker & Co.

Competitor Tracker & Co. watches your competitors' websites and tells you what changed. Every week it crawls their pricing, product, messaging and corporate pages, detects the changes that matter, and files a tagged, ran

Solon Ai

opensolon

Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, and other frameworks.

416

🛡️ A.I.G（AI-Infra-Guard）

Tencent

A full-stack AI Red Teaming platform securing AI ecosystems via OpenClaw Security Scan, Agent Scan, Skills Scan, MCP scan, AI Infra scan and LLM jailbreak evaluation.

4.1K