What is Slack Mcp

slack_mcp is a smart toolset designed for Slack that facilitates both manual commands and AI-powered interactions through Claude and Agno, functioning as a Middleware Command Processor (MCP).

Use cases

Use cases for slack_mcp include generating manual reports, summarizing messages in channels, creating tasks from messages, and automating responses in Slack threads.

How to use

To use slack_mcp, clone the repository, install the necessary dependencies, and set up environment variables for Slack and Claude. You can then trigger manual commands using Slack slash commands or utilize AI capabilities by sending natural language queries.

Key features

Key features of slack_mcp include manual command handling through predefined Slack commands, AI-powered natural language processing via Claude, and the ability to automate workflows and enhance productivity within Slack.

Where to use

slack_mcp can be used in various fields including project management, team collaboration, and any environment where Slack is utilized for communication and task management.

🤖 Slack_MCP Server

A smart Slack toolset that supports manual commands and AI-powered interactions via Claude and Agno, acting as a Middleware Command Processor (MCP).

⚙️ Project Overview

This project integrates with Slack in two flexible ways:

1. 🔧 Manual Tools — Trigger custom logic with predefined Slack commands.
2. 🤖 AI-powered — Use Claude (via Agno) to process natural language commands.

Ideal for automating workflows, responding intelligently in threads, and enhancing Slack-based productivity.

🗃️ Project Structure

🚀 How It Works

🛠 Manual Slack Tools

• Uses Slack slash commands or message keywords.
• Routes messages to specific functions inside slack_manual.py.
• Example:

  /report today
  

  ➝ Generates a manual task report.

🧠 Claude (via Agno) Integration

• Connects to Claude using Agno as a middleware API.
• Accepts flexible natural language like:

  "Summarize this channel’s last 5 messages."
  "Create a ClickUp task from this message."
  

• Claude processes the intent and Slack_MCP executes the right logic.

🔧 Setup

1. Clone the Repo

git clone https://github.com/your-username/slack_mcp.git
cd slack_mcp

2. Install dependencies

pip install -r requirements.txt   # or use `uv` if preferred

🔐 Environment Variables

Set up a .env file with:

# Slack
SLACK_BOT_TOKEN=xoxb-...
SLACK_SIGNING_SECRET=...

# Claude / Agno
AGNO_API_KEY=...
CLAUDE_MODEL_ID=claude-2

# Optional
LOG_LEVEL=info

🧪 Running Locally

python main.py

Or using uvicorn (if using FastAPI):

uvicorn main:app --reload

📎 Useful Commands

📬 Future Improvements

• [ ] Slack thread-context memory
• [ ] Claude fallback when manual commands fail
• [ ] ClickUp/Jira integration

📝 License

MIT License

Built by SukeshOfficial ⚡