CrewAI

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Fast and Flexible Multi-Agent Automation Framework

CrewAI is an open-source Python framework with high-level abstractions and low-level APIs for building production-ready multi-agent workflows. It gives developers autonomous agent collaboration through Crews and precise, event-driven control through Flows.

• CrewAI Crews: Optimize for autonomy and collaborative intelligence with role-based AI agents.
• CrewAI Flows: Build event-driven automations that combine precise workflow control, single LLM calls, and native support for Crews.

With over 100,000 developers certified through our community courses at learn.crewai.com, CrewAI is rapidly becoming the standard for production-ready agentic automation.

CrewAI AMP Suite

For organizations that need a commercial control plane around CrewAI, CrewAI AMP Suite adds managed deployment, observability, governance, security, and enterprise support.

You can try one part of the suite, the Crew Control Plane, for free.

Crew Control Plane Key Features:

• Tracing & Observability: Monitor and track your AI agents and workflows in real-time, including metrics, logs, and traces.
• Unified Control Plane: A centralized platform for managing, monitoring, and scaling your AI agents and workflows.
• Seamless Integrations: Easily connect with existing enterprise systems, data sources, and cloud infrastructure.
• Advanced Security: Built-in robust security and compliance measures ensuring safe deployment and management.
• Actionable Insights: Real-time analytics and reporting to optimize performance and decision-making.
• 24/7 Support: Dedicated enterprise support to ensure uninterrupted operation and quick resolution of issues.
• On-premise and Cloud Deployment Options: Deploy CrewAI AMP on-premise or in the cloud, depending on your security and compliance requirements.

CrewAI AMP is designed for enterprises seeking a powerful, reliable solution to transform complex business processes into efficient, intelligent automations.

Table of contents

• Build with AI
• Why CrewAI?
• Getting Started
• Key Features
• Understanding Flows and Crews
• Examples
  • Quick Tutorial
  • Write Job Descriptions
  • Trip Planner
  • Stock Analysis
  • Using Crews and Flows Together
• Connecting Your Crew to a Model
• When to Use CrewAI
• Contribution
• Telemetry
• License
• Frequently Asked Questions (FAQ)

Build with AI

Using an AI coding agent? Teach it CrewAI best practices in one command:

Claude Code:

/plugin marketplace add crewAIInc/skills
/plugin install crewai-skills@crewai-plugins
/reload-plugins

Four skills that activate automatically when you ask relevant CrewAI questions:

Skill	When it runs
getting-started	Scaffolding new projects, choosing between LLM.call() / Agent / Crew / Flow, wiring crew.py / main.py
design-agent	Configuring agents — role, goal, backstory, tools, LLMs, memory, guardrails
design-task	Writing task descriptions, dependencies, structured output (output_pydantic, output_json), human review
ask-docs	Querying the live CrewAI docs MCP server for up-to-date API details

Cursor, Codex, Windsurf, and others (skills.sh):

npx skills add crewaiinc/skills

This installs the official CrewAI Skills — structured instructions that teach coding agents how to scaffold Flows, configure Crews, design agents and tasks, and follow CrewAI patterns.

Why CrewAI?

<div align="center" style="margin-bottom: 30px;"> <img src="https://raw.githubusercontent.com/crewAIInc/crewAI/main/docs/images/asset.png" alt="CrewAI Logo" width="100%"> </div>

CrewAI unlocks the true potential of multi-agent automation, delivering speed, flexibility, and control through Crews of AI agents and event-driven Flows:

• Purpose-built architecture: Designed specifically for agent orchestration, with a lightweight Python core and clean primitives for real-world automation.
• High Performance: Optimized for speed and minimal resource usage, enabling faster execution.
• Flexible Low-Level Customization: Complete freedom to customize everything from workflows and system architecture to agent behaviors, internal prompts, and execution logic.
• Ideal for Every Use Case: Proven effective for simple tasks, complex workflows, and production-grade automation.
• Robust Community: Backed by a rapidly growing community of over 100,000 certified developers offering comprehensive support and resources.

CrewAI empowers developers and teams to build intelligent automations that balance simplicity, flexibility, and production-grade control.

Getting Started