AI-powered Chat System with multiple MCP servers.

@kira1228

Basic information

About AI-powered Chat System with multiple MCP servers.

AI-powered Chat System with multiple MCP servers. config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "mcp-chat-bot": {
      "command": "uv",
      "args": [
        "venv"
      ]
    }
  }
}

AI-powered Chat System with multiple MCP servers. tools

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Overview

What is AI-powered Chat System with multiple MCP servers?

An intelligent chat client that integrates multiple MCP servers—Filesystem, Slack, and Brave-Search—so Claude can automatically search local folders, Slack conversations, or the web based on your query. Designed for users who want a unified AI assistant with access to personal documents, team chat, and live internet data.

How to use AI-powered Chat System with multiple MCP servers?

Install uv, then clone the repository and create a .env with ANTHROPIC_API_KEY, SLACK_BOT_TOKEN, SLACK_TEAM_ID, and BRAVE_API_KEY. Run uv venv, activate it, then uv sync. Start the client with uv run client.py path/to/dir/you/want/to/use.

Key features of AI-powered Chat System with multiple MCP servers

Integrates Filesystem, Slack, and Brave-Search MCP servers.
Automatically selects the best server for each query.
No explicit server instructions required from the user.
Requires uv for project setup and dependency management.
Uses Claude AI for natural language understanding.
Licensed under the MIT License.

Use cases of AI-powered Chat System with multiple MCP servers

Search local files for documents relevant to your question.
Retrieve past Slack conversations and channel history.
Perform real-time web searches via Brave Search API.
Combine all three data sources in a single chat interface.

Frequently asked questions

What MCP servers does this system include?

Filesystem (local file search), Slack (workspace conversation access), and Brave-Search (web search).

What are the runtime requirements?

You must have `uv` installed and create a `.env` file with API keys for Anthropic, Slack, and Brave Search.

Where does user data live?

Local files remain on your machine; Slack data is accessed via the Slack API; web searches go through Brave Search.

How does the system decide which server to use?

Claude automatically analyzes your query and selects the appropriate server without explicit instruction.

What transport or authentication is used?

The client uses standard MCP transport with API key authentication loaded from the `.env` file.

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