A Model Context Protocol (MCP) server that enables AI assistants to interact with Slack workspaces
Project description
slack-mcp
A Model Context Protocol (MCP) server that enables AI assistants to interact with Slack workspaces. This server provides a bridge between AI tools and Slack, allowing you to read messages, post content, and manage Slack channels programmatically through MCP-compatible clients.
What is this and why should I use it?
This MCP server transforms your Slack workspace into an AI-accessible environment. Instead of manually switching between your AI assistant and Slack, you can now:
- Read channel messages - Get real-time updates and conversation history
- Post messages and commands - Send text, files, or execute Slack commands
- Manage reactions - Add emoji reactions to messages
- Join channels - Automatically join new channels as needed
- Thread conversations - Maintain context in threaded discussions
Key Benefits
- Seamless Integration: Connect your AI assistant directly to Slack without manual copy-pasting
- Automated Workflows: Build AI-powered Slack bots that can read, analyze, and respond to messages
- Enhanced Productivity: Let AI help manage notifications, summarize conversations, or automate routine Slack tasks
- Real-time Collaboration: Enable AI assistants to participate in team discussions and provide instant insights
Use Cases
- Team Assistant: Have an AI that can read team updates and provide summaries
- Notification Manager: Automatically categorize and respond to incoming messages
- Knowledge Base: AI that can search through channel history and provide context
- Meeting Scheduler: AI that can read meeting requests and help coordinate schedules
Running with Podman or Docker
You can run the slack-mcp server in a container using Podman or Docker:
Example configuration for running with Podman:
{
"mcpServers": {
"slack": {
"command": "podman",
"args": [
"run",
"-i",
"--rm",
"-e", "SLACK_XOXC_TOKEN",
"-e", "SLACK_XOXD_TOKEN",
"-e", "MCP_TRANSPORT",
"-e", "LOGS_CHANNEL_ID",
"quay.io/redhat-ai-tools/slack-mcp"
],
"env": {
"SLACK_XOXC_TOKEN": "xoxc-...",
"SLACK_XOXD_TOKEN": "xoxd-...",
"MCP_TRANSPORT": "stdio",
"LOGS_CHANNEL_ID": "C7000000"
}
}
}
}
Running with non-stdio transport
To run the server with a non-stdio transport (such as SSE), set the MCP_TRANSPORT environment variable to a value other than stdio (e.g., sse).
Example configuration to connect to a non-stdio MCP server:
{
"mcpServers": {
"slack": {
"url": "https://slack-mcp.example.com/sse",
"headers": {
"X-Slack-Web-Token": "xoxc-...",
"X-Slack-Cookie-Token": "xoxd-..."
}
}
}
}
Extract your Slack XOXC and XOXD tokens easily using browser extensions or Selenium automation: https://github.com/maorfr/slack-token-extractor.
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