Multi-agent framework simulating a full software company — PMs, architects, developers, analysts as coordinated AI agents
Key Features
Multi-Agent
Single Agent
Human-in-the-Loop
Streaming
Async Support
Type Safe
Short-Term Memory
Long-Term Memory
Shared Memory
Plugin System
Custom Tools
MCP Protocol
A2A Protocol
Code Execution
Web Browsing
File System Access
Sandboxing
Guardrails
Structured Output
DAG Workflows
Visual Builder
CLI
API Server
Self-Hosted
Cloud Hosted
Community Feedback
Strengths
- Fast idea-to-app
- Coherent multi-agent planning
- Simulates real software workflows
- 24/7 project support
Weaknesses
- Variable code quality
- Complex debugging
- Heavily dependent on prompt design
- Poor SOPs cause cascading errors
MetaGPT Details
| Organization | DeepWisdom |
| Organization Type | Company |
| Funding | Series a |
| Category | Framework |
| Subcategory | Multi agent |
| Deployment | Hybrid |
| Primary Language | Python |
| Runtime | Python 3.9+ |
| License | MIT |
| Commercial Use | Unrestricted |
| Install Command | pip install metagpt |
| GitHub Stars | 66,050 |
| GitHub Forks | 8,331 |
| Release Cadence | Monthly |
| Maturity | Stable |
| Pricing Model | Open core |
| Free Tier | MIT-licensed core is free |
| Self-Hosted Free | Yes |
| Cost Model | free + LLM costs |
| Community Size | Large (66k stars) |
| Community Activity | Active |
| Sentiment | Mixed |
| GPU Required | No |
| Confidence | High |
| Research Date | 2026-03-24 |
| LLM Providers | OpenAI, Anthropic, Google, local models |
| API Keys Required | LLM provider API key |
Use Cases
- Automated software project generation from specs
- Full SDLC simulation
- Multi-agent software team coordination
- Idea-to-app prototyping
Similar Tools
ChatDevMetaGPT has SOPs and structured workflows, ChatDev simpler chat-chain
GPT-EngineerMetaGPT multi-agent team, GPT-Engineer single agent
When to Use
Best for: Automated software project generation from natural language specifications
Avoid when: Fine-grained control over individual agent behavior is needed
Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260324