These tools competes with
Strands AgentsvsLangGraph
AWS's open-source agent SDK with built-in persistent memory versus Graph-based stateful agent orchestration
Compare interactively in Explore →Choose Strands Agents when…
- •You're building agents on AWS infrastructure
- •You want built-in persistent memory via Mem0 without extra setup
- •You prefer a minimal model-driven SDK over LangGraph's explicit state machines
Choose LangGraph when…
- •You need stateful, graph-based agent control flow
- •Complex branching or retry logic is required
- •You're building production agents that need observability
Side-by-side comparison
Field
Strands Agents
LangGraph
Category
Agent Frameworks
Agent Frameworks
Type
Open Source
Open Source
Free Tier
✓ Yes
✓ Yes
Pricing Plans
—
—
GitHub Stars
⭐ 3,000
⭐ 8,000
Health
●90 — Active
●95 — Active
Strands Agents
AWS's open-source Python SDK for building production AI agents. Uses a model-driven approach where tools are described and the model reasons about their use. Native Mem0 integration for persistent memory, MCP support, and multi-agent coordination out of the box.
Shared Connections1 tools both integrate with
Only Strands Agents (2)
LangGraphAmazon Bedrock
Only LangGraph (29)
CrewAICursorSweep AILangSmithLiteLLMLlamaIndexLangfuseQdrantE2Bpgvector
Explore the full AI landscape
See how Strands Agents and LangGraph fit into the bigger picture — 246 tools, 538 relationships, all mapped.