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
●75 — 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)
CrewAICursorLangSmithLiteLLMLlamaIndexSweep AILangfuseQdrantE2Bpgvector
Explore the full AI landscape
See how Strands Agents and LangGraph fit into the bigger picture — 235 tools, 543 relationships, all mapped.