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Verified July 24, 2026Multi-Agent AI Framework

CrewAI

CrewAI / crewai.com

The most popular open source Python framework for building multi-agent AI workflows where teams of specialised AI agents with defined roles collaborate to complete complex tasks.

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Pricing

$29/mo

Free plan

Yes

Category

Developer Tools

Platforms

2

Free plan

Yes

API access

Yes

Open source

Yes

Platforms

2

What is CrewAI?

CrewAI is one of the most popular open source multi-agent frameworks with millions of downloads since early 2024. Agents are defined with roles, backstories, goals, and tools — a Researcher with web search, a Writer with writing expertise, a Reviewer with editing focus — collaborating in sequences or hierarchies. Supports any LLM provider and agents can use web search, code execution, and API tools. CrewAI+ is the managed cloud platform for production deployment.

multi-agentai-agentspythonopen-sourcellmorchestration
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How CrewAI works

CrewAI runs as llm application framework software built around text and code workflows. Users typically start with a prompt, upload, or connected data source, and the underlying model handles the heavy lifting before returning a result you can refine or export. It's available on python and web (crewai+), with API access for teams that want to embed it into their own products.

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Watch CrewAI in action

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Key Features

What makes it worth shortlisting

The capabilities that matter most for teams evaluating CrewAI.

01

Multi-agent orchestration

Coordinates teams of specialised AI agents with defined roles, goals, and tools to collaborate on complex tasks.

02

Role-based agent specialisation

Define agents with specific roles, backstories, and expertise to focus each on what it does best.

03

Tool integration

Agents use tools including web search, code execution, database queries, and API calls to take real-world actions.

Sequential and hierarchical executionTool integration (web search, code, APIs)LLM provider agnosticMemory and context managementCrewAI+ cloud deploymentPython SDKYAML configurationFlow control

Best use cases

Research and report generation
Software development automation
Content production pipelines
Data analysis
Multi-step task automation

Who should use it

AI developers
ML engineers
Startup AI teams
Enterprise AI teams
AI hobbyists

Pros

  • Most popular open source multi-agent framework with millions of downloads
  • Intuitive agent role and goal definition
  • Supports any LLM provider including local models
  • CrewAI+ cloud reduces infrastructure management for production

Cons

  • Multi-agent workflows add complexity vs single-agent approaches
  • Debugging complex agent interactions requires patience
  • CrewAI+ cloud adds cost for production deployment
Pricing Analysis

Is it worth the price?

Open source free. CrewAI+ cloud $29/month Starter, $99/month Teams, Enterprise custom.

Model

Open Source

Starting price

$29/mo

Free trial

No

Similar Tools

Tools like CrewAI

Microsoft AutoGen is a competing framework with stronger enterprise backing. LangGraph provides stateful multi-agent workflows within LangChain. OpenHands provides autonomous coding agents using similar principles.

Comparison

CrewAI vs Microsoft AutoGen

A side-by-side look at the closest alternative in this category.

CrewAI favicon

CrewAI

CrewAI

Microsoft AutoGen favicon

Microsoft AutoGen

Microsoft Research

Overview
Rating
Category
Developer Tools
Developer Tools
Subcategory
Multi-Agent AI Framework
Multi-Agent AI Framework
Company
CrewAI
Microsoft Research
Status
Active
Active
Launch year
2024
2023
Tags
multi-agentai-agentspythonopen-sourcellmorchestration
multi-agentmicrosoftopen-sourceresearchpythonai-agents
Pricing
Starting price
$29/mo
FreeBest value
Pricing model
Open Source
Open Source
Free plan
Yes
Yes
Free trial
Pricing notes

Open source free. CrewAI+ cloud $29/month Starter, $99/month Teams, Enterprise custom.

Free and open source. No subscription cost. Requires own AI model API keys.

Capabilities
Best for
Research and report generationSoftware development automationContent production pipelinesData analysisMulti-step task automation
Multi-step AI task automationSoftware development agentsResearch workflowsComplex reasoning tasksHuman-AI collaboration systems
Target audience
AI developersML engineersStartup AI teamsEnterprise AI teamsAI hobbyists
AI researchersML engineersEnterprise AI teamsDevelopers building complex AI workflows
AI type
LLM Application Framework
LLM Application Framework
Modalities
TextCode
TextCode
Technical
Model provider
OpenAIAnthropicGroqAgnostic
OpenAIAnthropicAgnostic
Model names
API available
Open source
Deployment
Open SourceSaaS (CrewAI+)
Open Source
Platforms
PythonWeb (CrewAI+)
PythonWeb (AutoGen Studio)
Integrations
LangChainOpenAIAnthropicOllamaAll LLM providers
OpenAIAnthropicAzure OpenAIOllamaGitHub
Team collaboration
Trust & security
Security

Open source: data handling per configured LLM providers. CrewAI+ cloud: review CrewAI's data handling policy.

Open source: data handling per configured LLM providers. AutoGen itself does not transmit data to Microsoft.

Privacy notes

Data handling depends on configured LLM providers. CrewAI+ cloud processes workflow data on CrewAI's infrastructure.

Data handling entirely through configured AI provider APIs. AutoGen itself does not transmit data to Microsoft.

Verdict
Pros
  • Most popular open source multi-agent framework with millions of downloads
  • Intuitive agent role and goal definition
  • Supports any LLM provider including local models
  • CrewAI+ cloud reduces infrastructure management for production
  • Strong research pedigree from Microsoft Research
  • Flexible multi-agent patterns cover diverse use cases
  • AutoGen Studio provides web UI for non-code agent design
  • Large community with extensive documentation
Cons
  • Multi-agent workflows add complexity vs single-agent approaches
  • Debugging complex agent interactions requires patience
  • CrewAI+ cloud adds cost for production deployment
  • More complex API than CrewAI for simple use cases
  • Framework evolution creates some API stability challenges
  • Requires comfort with multi-agent design patterns
Details

Technical & deployment info

Key facts about model providers, platforms, and team support.

Model Provider

OpenAI, Anthropic, Groq, Agnostic

Platforms

Python, Web (CrewAI+)

Deployment

Open Source, SaaS (CrewAI+)

Integrations

LangChain, OpenAI, Anthropic, Ollama, All LLM providers

Team Collaboration

No

Launch Year

2024

Trust

Security & privacy

Compliance signals and data-handling notes as reported by the vendor.

Open source: data handling per configured LLM providers. CrewAI+ cloud: review CrewAI's data handling policy.

Data handling depends on configured LLM providers. CrewAI+ cloud processes workflow data on CrewAI's infrastructure.

Reviews

What users are saying

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FAQ

Common questions about CrewAI

Open source framework is free. CrewAI+ cloud starts at $29/month.

Editorial Verdict

Should you use CrewAI?

CrewAI is the best entry point for developers building multi-agent AI systems. Microsoft AutoGen is stronger for complex enterprise-grade multi-agent systems.

Last verified July 24, 2026.