Slack MCP Server

Slack MCP Server

Enables AI agents to interact with Slack through 20 specialized tools and resources for managing channels, messages, users, and files. It features built-in rate limit handling, safety controls for message sending, and full support for Slack Block Kit formatting.

Category
Visit Server

README

Slack MCP Server

An MCP (Model Context Protocol) server that exposes the Slack API, enabling AI agents (Claude, Cursor, etc.) to interact with Slack directly.

Provides 20 tools and 2 resources with focused Slack API coverage.

Features

  • 20 MCP Tools — channels, messages, users, files, and reactions
  • 2 MCP Resourcesslack://channels and slack://users for workspace discovery
  • Rate Limit Handling — automatic retry with Retry-After backoff via slack_sdk built-in handlers
  • Safety Controls — channel whitelist for message-sending restrictions, write tools disabled by default
  • Conditional Tool Registration — search tools auto-disabled when User Token is not provided
  • Block Kit Support — all message tools accept Block Kit JSON
  • Multiple Transports — stdio (default), SSE, and streamable-http
  • Docker Support — production-ready Dockerfile included

Requirements

  • Python >= 3.10
  • uv (recommended) or pip
  • Slack Bot Token (xoxb-...) — required
  • Slack User Token (xoxp-...) — optional, enables search features

Installation

git clone https://github.com/software-engineer-mj/slack-mcp.git
cd slack-mcp
uv sync

Configuration

cp .env.example .env

Edit the .env file and fill in your tokens:

Variable Required Description
SLACK_BOT_TOKEN Yes Bot token (xoxb-...)
SLACK_USER_TOKEN No User token (xoxp-...) for search features
SLACK_MCP_LOG_LEVEL No Log level: DEBUG, INFO (default), WARNING, ERROR
SLACK_MCP_ALLOWED_CHANNELS No Comma-separated channel IDs to restrict message sending (e.g., C123,C456). Default: all channels allowed

Safety Controls

Channel Whitelist: When SLACK_MCP_ALLOWED_CHANNELS is set, message-sending tools (send_message, reply_to_thread, update_message) are restricted to the listed channels only.

Slack App Permissions (Bot Token Scopes)

The Bot Token requires the following OAuth scopes:

Scope Purpose
channels:read List and view channel info
channels:history Read channel message history
groups:read View private channels
groups:history Read private channel history
chat:write Send and update messages
im:read View direct messages
im:history Read DM history
im:write Open DMs
mpim:read View group DMs
mpim:history Read group DM history
users:read View user info
users:read.email Look up users by email
users.profile:read View user profiles
reactions:read View reactions
reactions:write Add reactions
files:read View files
files:write Upload files

Additional scope required for User Token:

Scope Purpose
search:read Search messages and files

Usage

stdio (default)

uv run python -m slack_mcp

SSE transport

uv run python -m slack_mcp --transport=sse

Streamable HTTP transport

uv run python -m slack_mcp --transport=streamable-http

Docker

docker build -t slack-mcp .

docker run -e SLACK_BOT_TOKEN=xoxb-your-token \
           -e SLACK_USER_TOKEN=xoxp-your-token \
           slack-mcp

To restrict channels:

docker run -e SLACK_BOT_TOKEN=xoxb-your-token \
           -e SLACK_MCP_ALLOWED_CHANNELS=C123,C456 \
           slack-mcp

MCP Client Configuration

Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "slack": {
      "command": "uv",
      "args": ["run", "--directory", "/path/to/slack-mcp", "python", "-m", "slack_mcp"],
      "env": {
        "SLACK_BOT_TOKEN": "xoxb-your-token",
        "SLACK_USER_TOKEN": "xoxp-your-token"
      }
    }
  }
}

Claude Code

Add to .mcp.json:

{
  "mcpServers": {
    "slack": {
      "command": "uv",
      "args": ["run", "--directory", "/path/to/slack-mcp", "python", "-m", "slack_mcp"],
      "env": {
        "SLACK_BOT_TOKEN": "xoxb-your-token",
        "SLACK_USER_TOKEN": "xoxp-your-token"
      }
    }
  }
}

Development

# Install with dev dependencies
uv sync --dev

# Run tests
uv run pytest tests/ -v

# Lint
uv run ruff check src/ tests/

# Format
uv run ruff format src/ tests/

Available Tools (20)

Channels (6)

Tool Description
list_channels List channels (with cursor pagination support)
get_channel_info Get channel details
get_channel_history Read channel message history
get_channel_members List channel members (with cursor pagination support)
get_channel_summary Summarize recent activity (resolved names + threads)
open_conversation Open a DM conversation

Messages (5)

Tool Description
send_message Send a message (supports Block Kit)
reply_to_thread Reply to a thread (supports Block Kit)
get_thread_replies Get thread replies
update_message Update a message (supports Block Kit)
search_messages Search messages (requires User Token)

Users (4)

Tool Description
list_users List users (with cursor pagination support)
get_user_info Get user details (cached)
get_user_profile Get user profile
lookup_user_by_email Look up a user by email

Files (3)

Tool Description
list_files List files (with page-based pagination)
upload_file Upload a file
search_files Search files (requires User Token)

Reactions (2)

Tool Description
add_reaction Add an emoji reaction
list_reactions Get all reactions on a message

MCP Resources

URI Description
slack://channels CSV list of all channels (id, name, is_private, num_members)
slack://users CSV list of all users (id, name, real_name, is_bot, deleted)

Project Structure

src/slack_mcp/
├── __init__.py          # FastMCP server instance
├── __main__.py          # Entry point with auto-discovery
├── client.py            # SlackClient singleton (API calls, error handling, pagination)
├── exceptions.py        # Custom exception hierarchy
├── lifespan.py          # Server lifecycle (conditional tool registration, safety controls)
├── resources.py         # MCP resources (channels, users)
└── tools/
    ├── __init__.py
    ├── channels.py      # Channels
    ├── files.py         # Files
    ├── messages.py      # Messages (Block Kit support)
    ├── reactions.py     # Reactions
    └── users.py         # Users
tests/
├── conftest.py          # Shared fixtures (mock Slack clients)
├── test_client.py       # SlackClient tests (error handling, pagination, safety)
├── test_exceptions.py   # Exception hierarchy tests
├── test_pagination.py   # Pagination utility tests
├── test_resources.py    # MCP resource tests
└── tools/
    ├── test_channels.py
    ├── test_files.py
    ├── test_messages.py
    ├── test_reactions.py
    └── test_users.py

License

MIT - see LICENSE for details.

Recommended Servers

playwright-mcp

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Official
Featured
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.

Official
Featured
Local
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

Official
Featured
Local
TypeScript
VeyraX MCP

VeyraX MCP

Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.

Official
Featured
Local
graphlit-mcp-server

graphlit-mcp-server

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.

Official
Featured
TypeScript
Kagi MCP Server

Kagi MCP Server

An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

Official
Featured
Python
E2B

E2B

Using MCP to run code via e2b.

Official
Featured
Neon Database

Neon Database

MCP server for interacting with Neon Management API and databases

Official
Featured
Exa Search

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Official
Featured
Qdrant Server

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Official
Featured