MCP Rag

🚀 AI-Powered Chat System Supporting Multiple MCP Servers

This AI-driven chat system seamlessly connects to multiple MCP servers, offering enhanced interaction capabilities.

🚀 Quick Start

Prerequisites 🤝

You need to install uv to run this project.

# MacOS/Linux
curl -LsSf https://astral.sh/uv/install.sh | sh

# Windows
powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"

Setup ⚙️

1. Clone the repository.

git clone https://github.com/kira1228/mcp-chat-bot.git
cd mcp-chat-bot

2. Create a .env file and add API keys:

# Create a .env file
touch .env

# Add your API credentials
# ANTHROPIC_API_KEY: For Claude AI integration
echo "ANTHROPIC_API_KEY=<your api key>" >> .env

# SLACK_BOT_TOKEN & SLACK_TEAM_ID: For Slack integration
echo "SLACK_BOT_TOKEN=<your api key>" >> .env
echo "SLACK_TEAM_ID=<your api key>" >> .env

# BRAVE_API_KEY: For Brave search functionality
echo "BRAVE_API_KEY=<your api key>" >> .env

3. Create a virtual environment and install dependencies.

# MacOS/Linux
uv venv
source .venv/bin/activate
uv sync

# Windows
uv venv
.venv\Scripts\activate
uv sync

Usage 💻

Run the client with parameters to specify the path of the server to use:

uv run client.py path/to/dir/you/want/to/use

✨ Features

MCP is a powerful client-server architecture that enables host applications to seamlessly connect to multiple AI servers. This system offers enhanced features through specialized MCP servers:

• MCP File System: Allows Claude to search and retrieve information in a local folder you specify, making your documents and files visible to the AI.

• MCP Slack Server: Connects to your Slack workspace, enabling Claude to access and reference your conversations, channels, and shared resources.

• MCP Brave-Search: Provides real-time web search functionality, allowing Claude to find and integrate the latest internet information.

This system intelligently decides which server to use based on your query. Claude automatically analyzes your question and determines whether to search local files, check Slack history, or perform a web search—all without your explicit instruction.

🛠️ General Architecture

At its core, it is a client-server architecture where the host application can connect to multiple servers.

📚 Documentation

• About MCP
• Open-Source MCP Servers
• Claude API
• Brave Search API

📄 License

This MCP server is licensed under the MIT License. This means you are free to use, modify, and distribute the software, subject to the terms and conditions of the MIT License. For more details, please refer to the LICENSE file in the project repository.