AgentRank

From the README

# automcp

## 🚀 Overview

automcp allows you to easily convert tools, agents and orchestrators from existing agent frameworks into [MCP](https://modelcontextprotocol.io/introduction) servers, that can then be accessed by standardized interfaces via clients like Cursor and Claude Desktop.

We currently support deployment of agents, tools, and orchestrators as MCP servers for the following agent frameworks:

1. CrewAI
2. LangGraph
3. Llama Index
4. OpenAI Agents SDK
5. Pydantic AI
6. mcp-agent

## 🔧 Installation

Install from PyPI:

```bash
# Basic installation
pip install naptha-automcp

# UV
uv add naptha-automcp
```

Or install from source:

```bash
git clone https://github.com/napthaai/automcp.git
cd automcp
uv venv 
source .venv/bin/activate
pip install -e .
```

## 🧩 Quick Start

Create a new MCP server for your project:

Navigate to your project directory with your agent implementation:

```bash
cd your-project-directory
```

Generate the MCP server files via CLI with one of th