Slack MCP Client
This project is a Slack bot client that serves as a bridge between Slack and Model Context Protocol (MCP) servers, enabling the interaction between LLM models and multiple MCP servers through standardized MCP tools.
rating : 2.5 points
downloads : 21
What is the Slack MCP Client?
The Slack MCP Client is a tool that uses Slack as the user interface, allowing large language models (LLMs) to communicate with multiple MCP servers and utilize standardized MCP tools.How to use the Slack MCP Client?
Users simply send messages in Slack, and the client will automatically process them, interact with the MCP server, and return the results.Applicable Scenarios
Suitable for complex systems that need to integrate multiple MCP servers and teams that want unified management through Slack.Main Features
Multi - mode MCP ClientSupports Server - Sent Events (SSE), HTTP transmission, and stdio modes to adapt to different usage environments.
Slack IntegrationSupports Socket Mode, can handle channel and direct messages, and provides rich message formats.
LLM SupportNatively supports OpenAI integration and also supports multiple LLM providers through the LangChain gateway.
Tool RegistrationDynamically register and call MCP tools.
Docker Container SupportProvides Docker images for easy deployment and development.
Advantages and Limitations
Advantages
Easy to integrate multiple MCP servers.
Achieve a unified user interface through Slack.
Support multiple LLM providers.
Rich logging and debugging options.
Limitations
Requires configuration of Slack App and Bot Token.
Has a certain dependence on the network.
Some advanced features may require additional configuration.
How to Use
Create a Slack App
Create a new app on the Slack developer platform and enable Socket Mode.
Configure Environment Variables
Set the necessary environment variables, such as SLACK_BOT_TOKEN and OPENAI_API_KEY.
Run the Client
Start the client and connect to Slack.
Usage Examples
List File System DirectoriesList the files and folders in the user's home directory.
Run an OpenAI ModelUse the GPT - 4o model to generate a response.
Frequently Asked Questions
How to install the Slack MCP Client?
Does it support other LLM providers?
How to solve connection problems?
Related Resources
Slack Developer Documentation
Official documentation for the Slack API.
GitHub Repository
Project source code and issue tracking.
LangChain Documentation
Official documentation for the LangChain framework.
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