LLM Pulse
AI visibility analytics for brand mentions, citations, sentiment, and GEO reports
التثبيت
أضف هذا إلى إعدادات MCP في عميلك (Claude Desktop: claude_desktop_config.json، وCursor: .cursor/mcp.json، ويستخدم VS Code وغيره الصيغة نفسها «mcpServers»).
claude mcp add --transport http llm-pulse 'https://api.llmpulse.ai/api/v1/mcp' --header 'Authorization: <Bearer token from an LLM Pulse API key. API keys are available on Scale plans and above.>'
{
"mcpServers": {
"llm-pulse": {
"type": "http",
"url": "https://api.llmpulse.ai/api/v1/mcp",
"headers": {
"Authorization": "<Bearer token from an LLM Pulse API key. API keys are available on Scale plans and above.>"
}
}
}
}
التوثيق
مأخوذ من ملف README للمشروع على GitHub ويُحدَّث أسبوعيًا. تفتح الروابط على GitHub.
المحتويات
LLM Pulse MCP Server
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
The hosted endpoint also supports OAuth 2.0 with automatic discovery and dynamic client registration for compatible clients.
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
Gemini CLI
Install the extension from GitHub:
gemini extensions install https://github.com/LLM-Pulse/llmpulse-mcp
Gemini CLI connects to the hosted endpoint and opens the LLM Pulse OAuth flow when authentication is required.
GitHub Copilot and VS Code
In VS Code, run Chat: Install Plugin From Source from the Command Palette and enter:
https://github.com/LLM-Pulse/llmpulse-mcp
The Agent Plugin registers the hosted LLM Pulse MCP server for GitHub Copilot and uses its OAuth sign-in flow.
Kiro Power and Agent Plugin
This repository is also a portable Agent Plugin. In Kiro, choose Powers → Add Custom Power → Import power from GitHub and enter:
https://github.com/LLM-Pulse/llmpulse-mcp
Kiro connects to the hosted server and handles the OAuth sign-in flow.
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
- Privacy policy: https://llmpulse.ai/privacy
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 info@llmpulse.ai.
الأسئلة الشائعة
ما هو LLM Pulse؟
AI visibility analytics for brand mentions, citations, sentiment, and GEO reports
كيف أثبّت LLM Pulse؟
يعمل كخادم بعيد. في Claude Code: claude mcp add --transport http llm-pulse 'https://api.llmpulse.ai/api/v1/mcp' --header 'Authorization: <Bearer token from an LLM Pulse API key. API keys are available on Scale plans and above.>'. وفي العملاء الآخرين، الصق إعداد JSON من هذه الصفحة في إعدادات MCP الخاصة بهم.
هل يحتاج LLM Pulse إلى مفتاح API؟
نعم. يتطلب Authorization، وتضبطها في إعداداته.
هل LLM Pulse مفتوح المصدر؟
نعم. شيفرته متاحة على GitHub بترخيص MIT.
من يصون LLM Pulse؟
ينشره LLM-Pulse. يدرجه AI.tn لكنه لا يصونه ولا يوصي به.
من سجل MCP الرسمي. الإدراج ليس توصية: راجع شيفرة الخادم وصلاحياته قبل منحه الوصول إلى بياناتك.