citation-intelligence
citation-intelligence is an MCP server, listed under model apis. It reaches anthropic, gemini, openai, perplexity and serpapi. It needs ANTHROPIC_API_KEY, GEMINI_API_KEY, OPENAI_API_KEY, PERPLEXITY_API_KEY and SERPAPI_KEY to authenticate. Its repository has 9 GitHub stars and is licensed under MIT; we last read it on 2026-10-23.
Serves citation visibility metrics for large language models across multiple AI platforms including Perplexity, Claude, ChatGPT, Gemini, Bing, and Google AI Overviews. Requires API keys for each platform and is self-hosted with no telemetry.
Install
Read from citation-intelligence’s own README, close to verbatim -- not written by us, and not guessed.
npm install @automatelab/citation-intelligence
What it reaches, and what it needs
What it connects to
Unverified means a mention in the server’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.
Maintenance
MCP server for measuring LLM citation visibility across Perplexity, Claude, ChatGPT, Gemini, Bing, and Google AI Overviews. 12 tools, BYO keys, self-hosted, no telemetry.
citation-intelligence compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| citation-intelligence (this page) | anthropic, gemini, openai, perplexity, serpapi | ANTHROPIC_API_KEY, GEMINI_API_KEY, OPENAI_API_KEY, PERPLEXITY_API_KEY, SERPAPI_KEY | 9 | 2026-10-13 | MIT |
| just-prompt | anthropic, deepseek, gemini, groq, openai(3 shared) | ANTHROPIC_API_KEY, DEEPSEEK_API_KEY, GEMINI_API_KEY, GROQ_API_KEY, OPENAI_API_KEY | 739 | 2025-08-10 | — |
| schemagate | anthropic, entra, gemini, mysql, openai, postgres, schemagate(3 shared) | ANTHROPIC_API_KEY, ENTRA_CLIENT_SECRET, GEMINI_API_KEY, OPENAI_API_KEY, SCHEMAGATE_AUDIT_SIGNING_KEY | 105 | 2026-10-22 | Apache-2.0 |
| cross-llm-mcp | anthropic, deepseek, gemini, huggingface, kimi, mistral, openai(3 shared) | ANTHROPIC_API_KEY, DEEPSEEK_API_KEY, GEMINI_API_KEY, HF_TOKEN, HUGGINGFACE_API_KEY, KIMI_API_KEY, MISTRAL_API_KEY, OPENAI_API_KEY | 16 | 2026-10-15 | MIT |
| vibeCoding-mcp | anthropic, gemini, openai(3 shared) | ANTHROPIC_API_KEY, GEMINI_API_KEY, OPENAI_API_KEY | 16 | 2025-07-09 | MIT |
| flama | anthropic, openai(2 shared) | None listed | 304 | 2026-10-13 | Apache-2.0 |
Ranked by services in common with citation-intelligence, then by stars. Figures are from each repository when we last read it.
Common questions about citation-intelligence
- What does citation-intelligence do?
- Serves citation visibility metrics for large language models across multiple AI platforms including Perplexity, Claude, ChatGPT, Gemini, Bing, and Google AI Overviews. Requires API keys for each platform and is self-hosted with no telemetry.
- How do I install citation-intelligence?
- Its own README gives this command: npm install @automatelab/citation-intelligence. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
- What does citation-intelligence connect to, and what does it need?
- It reaches anthropic, gemini, openai, perplexity and serpapi. The credentials we found in its source are ANTHROPIC_API_KEY, GEMINI_API_KEY, OPENAI_API_KEY, PERPLEXITY_API_KEY and SERPAPI_KEY.
- Is citation-intelligence official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 9 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-13.
- What licence does citation-intelligence use?
- The repository declares the MIT licence.
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