Task-centric AI agent workflow orchestration — NOW MERGED INTO MARVIN
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
- Innovative task-centric design
- Strong observability
- Clean separation of concerns
Weaknesses
- ARCHIVED — all functionality merged into Marvin 3.0
- Users must migrate to Marvin
ControlFlow Details
| Organization | Prefect |
| Organization Type | Company |
| Funding | Series b |
| Category | Framework |
| Subcategory | Orchestration |
| Deployment | SDK/Framework |
| Primary Language | Python |
| Runtime | Python 3.10+ |
| License | Apache-2.0 |
| Commercial Use | Permissive |
| Install Command | pip install controlflow |
| GitHub Stars | 1,400 |
| GitHub Forks | 113 |
| Maturity | Deprecated |
| Pricing Model | Free |
| Free Tier | Apache-2.0 (archived) |
| Self-Hosted Free | Yes |
| Community Size | Small (1.4k stars) |
| Community Activity | Inactive |
| Sentiment | Mixed |
| GPU Required | No |
| Confidence | High |
| Research Date | 2026-03-24 |
Use Cases
- (Historical) Task-centric agent workflows
- (Historical) Multi-agent orchestration with observability
Similar Tools
MarvinControlFlow is merged into Marvin 3.0 — use Marvin instead
When to Use
Best for: Historical reference only
Avoid when: Any new project — use Marvin 3.0 instead
Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260324