AgentRank

From the README

# Sequential Thinking Multi-Agent System (MAS) 

   

English | [简体中文](README.zh-CN.md)

This project implements an advanced sequential thinking process using a **Multi-Agent System (MAS)** built with the **Agno** framework and served via **MCP**. It represents a significant evolution from simpler state-tracking approaches by leveraging coordinated, specialized agents for deeper analysis and problem decomposition.

## What is This?

This is an **MCP server** - not a standalone application. It runs as a background service that extends your LLM client (like Claude Desktop) with sophisticated sequential thinking capabilities. The server provides a `sequentialthinking` tool that processes thoughts through multiple specialized AI agents, each examining the problem from a different cognitive angle.

## Core Architecture: Multi-Dimensional Thinking Agents

The system employs **6 specialized thinking agents**, each focused on a distinct cognitive perspective:

### 1. **Factual Agent**
- **Focu