mattermost-mcp-host MCP Server

Introducing Mattermost MCP Host: A Smart Integration for MCP Servers

If you're looking for a seamless way to connect with Model Context Protocol (MCP) servers, Mattermost MCP Host is your go-to solution. This integration bridges Mattermost with MCP servers using a LangGraph-based AI agent, enabling intelligent interactions and tool execution directly within your Mattermost channels. Whether you're managing projects or automating tasks, Mattermost MCP Host enhances your workflow with ease.

What is Mattermost MCP Host?

Mattermost MCP Host is an innovative integration that connects Mattermost to MCP servers. It leverages AI to interpret user requests, execute tools, and maintain conversational context in threads, making interactions smooth and efficient.

Key Features of Mattermost MCP Host

• AI-Powered Responses: Utilizes a LangGraph agent to understand and respond to user queries intelligently.
• MCP Server Connectivity: Links to multiple MCP servers for dynamic tool discovery and usage.
• Thread-Aware Chats: Keeps context in Mattermost threads for coherent conversations.
• Direct Command Interface: Use commands like #help or #servers to interact with MCP servers effortlessly.

How to Use Mattermost MCP Host

1. Clone the repository and install dependencies using the uv package manager.
2. Configure your environment with Mattermost and LLM API details in a .env file.
3. Define MCP servers in the configuration file and start the integration.
4. Chat in Mattermost or use commands to interact with the AI and MCP tools.

Use Case for Mattermost MCP Host

Perfect for teams using Mattermost, this integration automates tasks like creating GitHub issues or searching the web directly from chat channels, saving time and boosting productivity.

FAQ about Mattermost MCP Host

• What is required to set up Mattermost MCP Host? Python 3.13.1+, a Mattermost server, and an LLM API like Azure OpenAI.
• Can I connect multiple MCP servers? Yes, configure them in the mcp-servers.json file.