Microsoft Agent Framework vs LangGraph
Side-by-side comparison of two AI agent tools
Short answer
- LangGraph is growing faster: +2,370 GitHub stars in the last 30 days vs +390 for Microsoft Agent Framework.
- Pick Microsoft Agent Framework for: a framework for building, orchestrating and deploying AI agents and multi-agent workflows with support. Pick LangGraph for: build resilient language agents as graphs.
From GitHub data refreshed daily.
M
Microsoft Agent Frameworkopen-source
A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.
LangGraphopen-source
Build resilient language agents as graphs.
Metrics
| Microsoft Agent Framework | LangGraph | |
|---|---|---|
| Stars | 13.9k | 42.6k |
| Star velocity /mo | 390 | 2.4k |
| Commits (90d) | 938 | 128 |
| Releases (6m) | 10 | 10 |
| Overall score | 0.8207149083127021 | 0.8220244037908294 |
Pros
- +Durable execution ensures agents automatically resume from exactly where they left off after failures or interruptions
- +Comprehensive memory system with both short-term working memory for ongoing reasoning and long-term persistent memory across sessions
- +Seamless human-in-the-loop capabilities allow for inspection and modification of agent state at any point during execution
Cons
- -Low-level framework requires more technical expertise and setup compared to high-level agent builders
- -Graph-based agent design paradigm may have a steeper learning curve for developers new to agent orchestration
- -Production deployment complexity may be overkill for simple chatbot or single-turn use cases
Use Cases
- •Long-running autonomous agents that need to persist through system failures and operate over days or weeks
- •Complex multi-step workflows requiring human oversight, approval, or intervention at specific decision points
- •Stateful agents that must maintain context and memory across multiple sessions and interactions
FAQ
- Which is more popular, Microsoft Agent Framework or LangGraph?
- LangGraph has more GitHub stars (42,605 vs 13,909).
- Which is more actively developed, Microsoft Agent Framework or LangGraph?
- Microsoft Agent Framework had more commits in the last 90 days (938 vs 128).
- Should I use Microsoft Agent Framework or LangGraph?
- Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.