From the README

# Multi-Agent Monitoring MCP Server

A Model Context Protocol (MCP) server for comprehensive monitoring and observability of multi-agent systems using Langfuse.

## 🎯 What This Does

This MCP server allows you to:

- **Monitor** all your agents in real-time
- **Track** performance metrics (latency, cost, token usage)
- **Debug** failed executions with detailed traces
- **Analyze** agent performance across time periods
- **Compare** different agent versions
- **Manage** costs and set budget alerts
- **Visualize** multi-agent workflows

## 🚀 Quick Start

### 1. Prerequisites

- Python 3.11 or higher
- A Langfuse account ([sign up here](https://langfuse.com))
- agents instrumented with Langfuse

### 2. Installation

```bash
# Install via pip
pip install -r requirements.txt

# Or install from source
git clone https://github.com/yourusername/langfuse-mcp-python.git
cd langfuse-mcp-python
pip install -e .
```

### 3. Configuration

Create a `.env` file with your Langfuse credentials:

```b