AI-powered chat system with multiple MCP servers.
About
This system is a client‑server architecture based on the Model Context Protocol (MCP). It connects a host application (Claude) with three specialized MCP servers: Filesystem (access local folders), Slack (access workspace conversations), and Brave‑Search (real‑time web search)…
Details
- Author
- kira1228
- GitHub stars
- 2
- Downloads
- 206
- Categories
- AI
Jump to
- Supports three MCP servers: Filesystem, Slack, and Brave‑Search
- Intelligent routing – Claude chooses the server automatically
- Works with local file directories, Slack workspaces, and web search
- Requires minimal setup with uv and a .env file
- Follows the MCP client‑server architecture
- Open source under the MIT License
Setting up with Highlight
This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:
- Download and install Highlight from highlightai.com/download
- Navigate to the plugins tab and select "Add Custom Plugin"
-
Configure the plugin with the settings below
Plugin Name
AI-powered chat system with multiple MCP servers.Command (node, npx, python, etc.)Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
From the repository
Install the uv package manager, clone the repository, create a .env file with your API keys (ANTHROPIC_API_KEY, SLACK_BOT_TOKEN, SLACK_TEAM_ID, BRAVE_API_KEY), create a virtual environment with uv venv, activate it, and install dependencies with uv sync. Run the client with uv run client.py path/to/dir/you/want/to/use. The system automatically selects the appropriate MCP server based on your query.
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"ai-powered chat system with multiple mcp servers.": {
"mcp-chat-system": {
"command": "uv",
"args": [
"venv"
]
}
}
}
}McpServers
{
"mcp-chat-system": {
"command": "uv",
"args": [
"venv"
]
}
}AI-powered chat system with multiple MCP servers.
🌟 Overview
MCP is a powerful client-server architecture that enables host applications to connect with multiple AI servers seamlessly. This system offers enhanced capabilities through specialized MCP servers:
- MCP Filesystem:
Allows Claude to search and retrieve information from your specified local folders, making your documents and files accessible 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 capabilities, allowing Claude to find and incorporate the latest information from the internet.
The system intelligently determines which server to utilize based on your queries. Claude automatically analyzes your questions and decides whether to search your local files, check Slack history, or perform a web search - all without requiring explicit instructions from you.
General Architecture 🛠️
At its core, MCP follows a client-server architecture where a host application can connect to multiple servers:
Getting Started! 🚀
Prerequisites 🤝
You need to install uv to run this project.
```bash
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