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LLM Pulse

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by LLM-Pulse · JavaScript

AI visibility analytics for brand mentions, citations, sentiment, and GEO reports

LLM Pulse MCP Server (io.github.LLM-Pulse/llmpulse-mcp)

This MCP server provides access to an AI visibility analytics platform that monitors brand mentions, citations, sentiment, competitor share of voice, and GEO performance across AI search engines. The repository is a small runnable wrapper for a hosted MCP server endpoint rather than the private application source code.

🛠️ Key Features

  • AI visibility analytics for brand mentions and citations
  • Sentiment monitoring
  • Competitor share of voice analytics
  • GEO performance reporting
  • Hosted Model Context Protocol server access

🚀 Use Cases

  • Tracking how a brand appears in AI search
  • Measuring sentiment for brand mentions and citations
  • Monitoring competitive share of voice
  • Reporting GEO performance across AI search engines

⚡ Developer Benefits

  • Streamable HTTP transport
  • Bearer-token authentication via an LLM Pulse API key
  • Uses a hosted endpoint: https://api.llmpulse.ai/api/v1/mcp

⚠️ Limitations

  • Repository does not include private LLM Pulse application source code
  • Details of available MCP tools are not provided in the supplied data

Topics

ai-searchai-visibilityanalyticsgeollm-analyticsmarketing-analyticsmcpmcp-servermodel-context-protocolstreamable-httpgemini-cli-extensionagent-pluginkirokiro-power