Mattermost Agents Plugin

The Mattermost Agents Plugin integrates AI capabilities directly into your Mattermost workspace. Run any local LLM on your infrastructure or connect to cloud providers - you control your data and deployment.

Key Features

• Multiple AI Assistants: Configure different agents with specialized personalities and capabilities
• Thread & Channel Summarization: Get concise summaries of long discussions with a single click
• Action Item Extraction: Automatically identify and extract action items from threads
• Meeting Transcription: Transcribe and summarize meeting recordings
• Semantic Search: Find relevant content across your Mattermost instance using natural language
• Smart Reactions: Let AI suggest contextually appropriate emoji reactions
• Direct Conversations: Chat directly with AI assistants in dedicated channels
• Flexible LLM Support: Use local models (Ollama, vLLM, etc.), cloud providers (OpenAI, Anthropic, Azure), or any OpenAI-compatible API

Documentation

Comprehensive documentation is available in the /docs directory:

• User Guide: Learn how to interact with AI features
• Admin Guide: Detailed installation and configuration instructions
• Provider Setup: Configuration for supported LLM providers
• Feature Documentation: Detailed guides for individual features

Installation

1. Download the latest release from the releases page. You can also download the experimental latest master
2. Upload and enable the plugin through the Mattermost System Console
3. Configure your desired LLM provider settings

System Requirements

• Mattermost Server versions:
  • v10.0 or later recommended
  • v9.11+ (ESR)
• PostgreSQL database with pgvector extension for semantic search capabilities
• Network access to your chosen LLM provider

Quick Start

After installation, complete these steps to get started:

1. Navigate to System Console > Plugins > Agents
2. Create an agent and configure it with your LLM provider credentials
3. Set permissions for who can access the agent
4. Open the Agents panel from any channel using the AI icon in the right sidebar
5. Start interacting with your AI assistant

For detailed configuration instructions, see the Admin Guide.

Development

Prerequisites

• Go 1.23+
• Node.js 20.11+
• Access to an LLM provider (OpenAI, Anthropic, etc.)

Local Setup

1. Setup your Mattermost development environment by following the Mattermost developer setup guide. If you have a remote mattermost server you want to develop to you can skip this step.

2. Setup your Mattermost plugin development environment by following the Plugin Developer setup guide.

3. Clone the repository:

git clone https://github.com/mattermost/mattermost-plugin-ai.git
cd mattermost-plugin-ai

4. Optional. If you are developing to a remote server, setup environment variables to deploy:

MM_SERVICESETTINGS_SITEURL=http://localhost:8065
MM_ADMIN_USERNAME=<YOUR_USERNAME>
MM_ADMIN_PASSWORD=<YOUR_PASSWORD>

5. Run deploy to build the plugin

make deploy

Other make commands

• Run make help for a list of all make commands
• Run make check-style to verify code style
• Run make test to run the test suite
• Run make e2e to run the e2e tests

License

This repository is licensed under Apache-2, except for the server/enterprise directory which is licensed under the Mattermost Source Available License. See Mattermost Source Available License to learn more.