
sentiment analysis ai agent
一个兼容MCP协议、使用Groq和Helicone的情感分析工具,支持实时交互。
Repository Info
About This Server
一个兼容MCP协议、使用Groq和Helicone的情感分析工具,支持实时交互。
Model Context Protocol (MCP) - This server can be integrated with AI applications to provide additional context and capabilities, enabling enhanced AI interactions and functionality.
Documentation
🧠 Sentiment Analysis Agent (MCP + Groq + Helicone)
This is a simple, MCP-compatible AI agent that performs sentiment analysis using Groq's LLMs and tracks observability through Helicone. It’s designed to integrate easily with Cursor or other MCP clients.
🔧 Features
- ✅ MCP-compatible server using
@modelcontextprotocol/sdk - 🧠 Sentiment analysis with LLaMA-4 via Groq API
- 🔍 Observability with full request tracing via Helicone
- 📡 Real-time interaction via Server-Sent Events (SSE)
🚀 Getting Started
1. Clone the repo
git clone https://github.com/rubaiat-hossain/sentiment-analysis-ai-agent
cd sentiment-agent
2. Install dependencies
npm install
3. Create a .env file
GROQ_API_KEY=your_groq_api_key
HELICONE_API_KEY=your_helicone_api_key
HELICONE_BASE_URL=https://oai.helicone.ai/v1
4. Run the agent
npx tsx main.ts
The agent will be available at http://localhost:3000/sse. Add this URL to your MCP-compatible development environment (like Cursor) to register the MCP and use the sentiment analysis agent directly from your IDE.
Quick Start
Clone the repository
git clone https://github.com/rubaiat-hossain/sentiment-analysis-ai-agentInstall dependencies
cd sentiment-analysis-ai-agent
npm installFollow the documentation
Check the repository's README.md file for specific installation and usage instructions.
Repository Details
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