AI Agents Playbook

Intelligent Workflow Engine

GitHub
MCP Server • Early Beta

AI Agents
Playbook

Discover intelligent workflow recommendations powered by semantic search. Get the perfect AI agent workflow for any task, instantly.

Ready to Use

Install the MCP server in Claude Desktop and get access to 11 proven workflows for AI agent development.

11
Workflows
100%
MCP Compatible
Possibilities

What is this?

MCP Server for AI agents with 9 ready-to-use development workflows.

Multi-agent system - one agent with different roles, tasks, and tools.

Semantic search finds the right workflow, smart validation skips unnecessary steps.

9
Workflows
25+
Mini-Prompts
47
Tests
🎯
AI Search

Installation

# 1. Clone repository
git clone https://github.com/your-repo/agents-playbook
cd agents-playbook

# 2. Install dependencies
npm install

# 3. Add OpenAI API key to .env
OPENAI_API_KEY=your_key_here

# 4. Generate search index
npm run build:embeddings

# 5. Start server
npm run dev

# MCP Server: http://localhost:3000/api/mcp

Workflows

🚀 Development

  • • feature-development
  • • product-development
  • • quick-fix
  • • code-refactoring

📋 Documentation

  • • trd-creation
  • • brd-creation
  • • brd-to-trd-translation

🏗️ Setup & Ops

  • • project-initialization
  • • infrastructure-setup

Powerful Features

Everything you need to discover, implement, and optimize AI agent workflows

Semantic Search

Find workflows by meaning, not keywords. Powered by advanced OpenAI embeddings for intelligent matching.

Learn more

11 Workflows

Curated collection of proven AI agent workflows covering every development scenario and use case.

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MCP Compatible

Seamlessly integrates with Claude Desktop and other MCP-enabled tools for effortless workflow automation.

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Ready to explore AI workflows?

Install the MCP server in Claude Desktop and start using intelligent workflow recommendations right away.

Quick Setup

Get started in minutes with our streamlined installation process

1

Add to Claude Desktop

Configure the MCP server in your Claude Desktop settings

"mcpServers": {
  "agents-playbook": {
    "url": "https://agents-playbook.vercel.app/api/mcp"
  }
}

💡 Use the "Quick Setup" button below for automatic copying

2

Restart Claude Desktop

The server will be automatically available after restart

3

Start Using

Ask Claude for intelligent workflow recommendations

"I need help with product development"
"Find a workflow for bug fixing"
"Show me planning templates"

Quick Setup

Automatically add AI Agents Playbook to your Claude Desktop

i

After copying:

  1. Open Claude Desktop
  2. Go to Settings
  3. Find "MCP Servers" section
  4. Paste the copied configuration
  5. Restart Claude Desktop