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
访问服务器

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.

推荐服务器

Baidu Map

Baidu Map

百度地图核心API现已全面兼容MCP协议,是国内首家兼容MCP协议的地图服务商。

官方
精选
JavaScript
Playwright MCP Server

Playwright MCP Server

一个模型上下文协议服务器,它使大型语言模型能够通过结构化的可访问性快照与网页进行交互,而无需视觉模型或屏幕截图。

官方
精选
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

一个由人工智能驱动的工具,可以从自然语言描述生成现代化的用户界面组件,并与流行的集成开发环境(IDE)集成,从而简化用户界面开发流程。

官方
精选
本地
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

通过模型上下文协议启用与 Audiense Insights 账户的交互,从而促进营销洞察和受众数据的提取和分析,包括人口统计信息、行为和影响者互动。

官方
精选
本地
TypeScript
VeyraX

VeyraX

一个单一的 MCP 工具,连接你所有喜爱的工具:Gmail、日历以及其他 40 多个工具。

官方
精选
本地
graphlit-mcp-server

graphlit-mcp-server

模型上下文协议 (MCP) 服务器实现了 MCP 客户端与 Graphlit 服务之间的集成。 除了网络爬取之外,还可以将任何内容(从 Slack 到 Gmail 再到播客订阅源)导入到 Graphlit 项目中,然后从 MCP 客户端检索相关内容。

官方
精选
TypeScript
Kagi MCP Server

Kagi MCP Server

一个 MCP 服务器,集成了 Kagi 搜索功能和 Claude AI,使 Claude 能够在回答需要最新信息的问题时执行实时网络搜索。

官方
精选
Python
e2b-mcp-server

e2b-mcp-server

使用 MCP 通过 e2b 运行代码。

官方
精选
Neon MCP Server

Neon MCP Server

用于与 Neon 管理 API 和数据库交互的 MCP 服务器

官方
精选
Exa MCP Server

Exa MCP Server

模型上下文协议(MCP)服务器允许像 Claude 这样的 AI 助手使用 Exa AI 搜索 API 进行网络搜索。这种设置允许 AI 模型以安全和受控的方式获取实时的网络信息。

官方
精选