LLM Pulse
БесплатноНе проверенAI visibility analytics for brand mentions, citations, sentiment, and GEO reports
Описание
AI visibility analytics for brand mentions, citations, sentiment, and GEO reports
README
LLM Pulse is an AI visibility analytics platform for monitoring brand mentions, citations, sentiment, competitor share of voice, and GEO performance across AI search engines.
This repository contains a small runnable wrapper for the hosted LLM Pulse MCP server. It does not contain the private LLM Pulse application source code.
Hosted MCP Endpoint
https://api.llmpulse.ai/api/v1/mcp
Transport: Streamable HTTP
Authentication: Bearer token
Create an LLM Pulse API key in the app, then send it as:
Authorization: Bearer llmpulse_your_key_here
API keys are available on Scale plans and above.
Local MCP Wrapper
Run the wrapper with an API key to expose the hosted LLM Pulse MCP tools through stdio:
npm install
LLMPULSE_API_KEY=llmpulse_your_key_here npm start
Without LLMPULSE_API_KEY, the wrapper still starts and exposes a read-only setup/status tool. This lets registries verify that the server starts and responds to MCP introspection without requiring a secret.
Docker
docker build -t llmpulse-mcp .
docker run --rm -i -e LLMPULSE_API_KEY=llmpulse_your_key_here llmpulse-mcp
What It Provides
- Project and competitor dimensions
- AI visibility, mention rate, citation rate, and weighted visibility metrics
- Brand mentions, citations, sources, sentiments, and prompt execution data
- Share of voice and top source analytics
- Recommendation, GEO Writer, Search Console, and AI traffic data where plan access allows
Documentation
- API docs: https://api.llmpulse.ai/api-docs
- OpenAPI: https://api.llmpulse.ai/openapi.json
- Product site: https://llmpulse.ai
Example MCP Client Configuration
{
"mcpServers": {
"llm-pulse": {
"type": "streamable-http",
"url": "https://api.llmpulse.ai/api/v1/mcp",
"headers": {
"Authorization": "Bearer llmpulse_your_key_here"
}
}
}
}
Support
Questions? Contact [email protected].
Установка LLM Pulse
У этого сервера нет опубликованного пакета — он собирается из исходников. Открой репозиторий и следуй инструкции в README.
▸ github.com/LLM-Pulse/llmpulse-mcpFAQ
LLM Pulse MCP бесплатный?
Да, LLM Pulse MCP бесплатный — установка в пару кликов через Unyly без оплаты.
Нужен ли API-ключ для LLM Pulse?
Нет, LLM Pulse работает без API-ключей и переменных окружения.
LLM Pulse — hosted или self-hosted?
Доступен hosted-вариант: Unyly запускает сервер в облаке, локальная установка не обязательна.
Как установить LLM Pulse в Claude Desktop, Claude Code или Cursor?
Открой LLM Pulse на unyly.org, выбери вкладку своего клиента (Claude Desktop, Claude Code, Cursor) и нажми Install — конфиг сгенерируется автоматически, без правки JSON.
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