CrewAI

CrewAI

CrewAI is an open-source framework and enterprise platform for orchestrating autonomous AI agents. It enables developers to build, deploy, and manage multi-agent workflows using a simple API or a no-code visual editor. With CrewAI, you can create role-based agents that collaborate to complete complex tasks, governed by a control plane that provides observability, compliance, and human-in-the-loop oversight. The platform covers the full agent lifecycle: Discovery identifies automation opportunities by analyzing billions of agent runs; Build offers both a code-first API and a no-code studio; Govern provides real-time tracing, RBAC, and policy enforcement; Optimize uses production data to continuously improve accuracy and reduce costs. It integrates with popular models like GPT-4 and supports custom tools and MCP servers. CrewAI is trusted by 63% of the Fortune 500 and used by AI builders, product managers, and enterprise teams to automate sales, customer support, content generation, an

Automation
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Added on
Jul 13, 2026
Monthly Visits
384.7K
Multi-agent crewsFlow orchestrationNo-code visual builderEnterprise securityReal-time tracingHuman-in-the-loopOpen source framework
Product information

Everything worth knowing about CrewAI

The complete picture — from everyday features to the technical detail builders and IT folks dig for.

Core features

What it actually does

No-Code Visual Builder
Drag-and-drop visual editor to build multi-agent workflows, exportable to Python for further customization.
Multi-Agent Crews
Deploy teams of role-based agents that collaborate autonomously on complex tasks.
Human-in-the-Loop Governance
Approval gates, runtime intervention, and immutable audit trails for agent execution.
Pre-Built Tool Integrations
Connect agents to GitHub, Slack, Salesforce, and hundreds of other tools instantly.
Observability and Tracing
Real-time monitoring of every LLM call, tool call, and memory read with full cost accounting.
Technical capabilities
Event-Driven Flow Orchestration
Stateful, event-driven execution with conditional logic, loops, and branching for complex workflows.
Runtime Policy Hooks
Injects custom logic like PII redaction and policy checks at every LLM and tool call during execution.
Must watch videos
What is Crew AI: Easiest Explanation with Examples
6:07
Tutorial6:07
What is Crew AI: Easiest Explanation with Examples
What is Crew AI? 🤖 Dive into the revolutionary framework transforming AI collaboration! 00:09 What is Crew AI? 00:24 What Are AI Agents? 00:36 CrewAI Like You're 5 01:59 Crew Architecture 03:53 Tools & CrewAI 04:37 AI Team Workflow Possibilities 🚀 Since 2023, Crew AI has been redefining how multi-agent systems work, enabling AI teams to collaborate like never before. In this video, we’ll break down: How Crew AI organizes AI agents into specialized roles 🛠️ The architecture behind Crew AI, including workflows and task delegation 🔄 Real-world applications and why it’s a game-changer for AI-driven industries 🌍 Whether you're an AI enthusiast or a developer looking to explore multi-agent systems, this guide will give you everything you need to know about Crew AI. Ready to build smarter AI teams? Let’s get started! 💡 If you're unsure of what AI Agents are, checkout this video: https://youtu.be/cGl4BSMOjJE 🔔 Don’t forget to subscribe and hit the notification bell for more hands-on tutorials and AI insights! #CrewAI #AIFramework #ArtificialIntelligence #AIAgents #AITeams
How to Build Your Own Agentic AI System Using CrewAI?
6:39
Tutorial6:39
How to Build Your Own Agentic AI System Using CrewAI?
This tutorial demonstrates how to create an Agentic AI system using CrewAI framework. By orchestrating specialized AI agents with distinct roles and tools, we implement a multi-agent team that is capable of generating optimized content for different social media platforms. 🗒️ Resources mentioned in the video: - GitHub Repository available at 5:00 - Blog Post: https://towardsdatascience.com/how-to-build-your-own-agentic-ai-system-using-crewai/ ☕ Stay Connected: - Support our channel ☕: https://buymeacoffee.com/visualdesign - Substack: https://substack.com/@datavisualdesign - Medium: https://medium.com/@destingong
CrewAI Tutorial | Agentic AI Tutorial
1:11:03
Tutorial1:11:03
CrewAI Tutorial | Agentic AI Tutorial
In this beginners crew ai crash course, we will learn fundamentals of agentic AI, how to create agents, crews etc. We will also build a complete project for a marketing crew towards the end. This crew ai tutorial is perfect for beginners as well as intermediate users to get started and build strong skills in agentic ai development. Bright Data: https://brdta.com/codebasics_mcp Bright Data MCP: https://github.com/brightdata/brightdata-mcp Code for this tutorial: https://github.com/codebasics/crewai-crash-course 👉 Check out PyCharm, the IDE built for data science and AI/ML professionals: https://jb.gg/try-pycharm-now 👉 Download PyCharm, free forever, plus one month of Pro included. ⭐️ Timestamps ⭐️ 00:00 Introduction 00:26 What is AI Agent? (Theory) 07:06 Installation 07:53 Gemini Api key setup 08:56 Project setup 11:54 Simple Agent in CrewAI 18:34 Agent with Tool 26:14 Crew 31:06 Crew with Tool 35:30 Crew using YAML 48:00 Project: Problem Statement 51:34 Project: Coding Do you want to learn technology from me? Check https://resources.codebasics.io/F2qQDk for my affordable video courses. Need help building software or data analytics/AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website. 🎥 Codebasics Hindi channel: https://www.youtube.com/channel/UCTmFBhuhMibVoSfYom1uXEg #️⃣ Social Media #️⃣ 🧑‍🤝‍🧑 Discord for Community Support: https://discord.gg/r42Kbuk 📸 Codebasics' Instagram: https://www.instagram.com/codebasicshub/ 📝 Codebasics' Linkedin : https://www.linkedin.com/company/codebasics/ ------ 📝 Dhaval's Linkedin : https://www.linkedin.com/in/dhavalsays/ 📝 Hem's Linkedin: https://www.linkedin.com/in/hemvad/ 📽️ Hem's Instagram for daily tips: https://www.instagram.com/hemvadivel/ 📸 Dhaval's Personal Instagram: https://www.instagram.com/dhavalsays/ 🔗 Patreon: https://www.patreon.com/codebasics?fan_landing=true

Who uses it

Real use cases, no hype
Lead Enrichment
Use AI agents to enrich lead data with company size, printer infrastructure, and revenue estimates.
Curriculum Design
Generate lesson content and instructor guides with a crew of AI agents, reducing development time by 90%.
Customer Support Automation
Automate ticket responses and improve accuracy by replacing legacy RPA with AI agents.
Code Refactoring
Deploy agents to analyze and restructure code repositories for better maintainability.
Data Extraction
Extract and consolidate lead data from multiple internal systems to accelerate first contact.
Automated QA Testing
Test voice agent interactions automatically, reducing QA time from 74 to 3 hours.
What's great
  • No-code visual editor for quick prototyping
  • Multi-agent collaboration out of the box
  • Role-based agent design simplifies orchestration
  • Free tier available with 50 monthly executions
Technical strengths
  • Event-driven Flows for structured state management
  • OpenTelemetry-native tracing and observability
  • Pydantic-structured outputs for type-safe agents
Where it falls short
  • Only 50 free executions per month
  • Free tier limited to CrewAI cloud infrastructure
  • No dedicated support for free plan
  • Learning curve for multi-agent orchestration
Technical limitations
  • Dependent on external LLM API costs
  • Complex state management in large Flows
  • Debugging distributed agent interactions tough
For technical folks

The deep-dive specs

Framework Type
Multi-agent orchestration framework
Execution Model
Event-driven, stateful
Agent Architecture
Role-based agents with specific goals and tools
Security
RBAC, SSO, audit trails
Observability
Real-time tracing, OpenTelemetry

FAQ

Includes technical Q&A
Yes, CrewAI offers a free tier with 50 workflow executions per month. Enterprise plans with custom pricing are also available.

Traffic Insights

Monthly Visits

384.7K

September 2026

Growth Rate

0%

vs last month

Dominance

0%

in Automation

Top Country

United States

18% of traffic

Top Countries Breakdown

United States
18%
India
11%
Brazil
9%
Bangladesh
7%
Germany
4%

Growth Trend

Stable

Traffic has remained stable.

Honest pricing

No sneaky tiers, no “contact sales”

Here's who each plan is actually for — and where the hidden charges might hit.

Free
Most picked
Free

Individuals

  • Visual editor and AI copilot
  • GitHub integration
  • 50 workflow executions/month
  • Standard tools and triggers
  • Tracing
  • Human-in-the-loop input
  • Community support
Custom
Custom

Enterprise

  • CrewAI or private infrastructure
  • Enterprise connectors
  • SSO (MS Entra
  • Okta)
  • Role-based access control
  • On-site support and training
  • 50 hours of development/month
Reviews

What the internet actually thinks

Data refreshed weekly. No paid placements.

Trustpilot
Not reviewed yet
G2
G2
Not reviewed yet
C
Capterra
Not reviewed yet
Product Hunt
Not reviewed yet
COMMUNITY COMMENTS

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Detail tags
Found via these searches
#OpenSource#MultiAgent#AI#Automation#Workflow#LLM