Amazon Bedrock AgentCore SDK vs LangChain
Amazon Bedrock AgentCore SDK and LangChain are both agent frameworks for Python. Amazon Bedrock AgentCore SDK is published by AWS and LangChain by LangChain. On GitHub, LangChain has 148,371 stars and Amazon Bedrock AgentCore SDK has 780. Both were last active in Oct 2026. The table lines up where they differ (publisher, license, GitHub stars and weekly downloads) and has the install commands for both. Everything here comes from the listings' public sources and is refreshed daily. Amazon Bedrock AgentCore SDK describes itself as: Python SDK for deploying agents to Amazon Bedrock AgentCore, a managed runtime with memory, gateway, tools and observability. LangChain: Python framework of interoperable components and integrations for building agents and LLM apps, with LangGraph and Deep Agents layered above it. Licenses: Amazon Bedrock AgentCore SDK Apache-2.0, LangChain MIT.
Updated Oct 26, 2026 · Built from catalog data; how we rank and grade
Amazon Bedrock AgentCore SDK
AWS
Python SDK for deploying agents to Amazon Bedrock AgentCore, a managed runtime with memory, gateway, tools and observability.
LangChain
LangChain
Python framework of interoperable components and integrations for building agents and LLM apps, with LangGraph and Deep Agents layered above it.
Who should pick which
- Pick Amazon Bedrock AgentCore SDK if you want MCP support built in.
- LangChain has the larger community: 148,371 GitHub stars against 780.
From listing data only. We don't pick a winner on security beyond the grades; read how grades work.
Side by side
| Fact | Amazon Bedrock AgentCore SDK | LangChain |
|---|---|---|
| Type | Harness | Harness |
| Publisher | AWS | LangChain |
| License | Apache-2.0 | MIT |
| Pricing | Not stated | Not stated |
| Runs | Not stated | Not stated |
| Auth | Not stated | Not stated |
| Hosts supported | Not stated | Not stated |
| Tools | Not listed yet | Not listed yet |
| Security grade | –Security: not graded yet | –Security: not graded yet |
| Freshness grade | AFreshness: A | AFreshness: A |
| GitHub stars | 780 | 148,371 |
| Weekly downloads | 1,598,976 | 37,334,710 |
| Last release | Oct 23, 2026 | Oct 22, 2026 |
| Last activity | Oct 23, 2026 | Oct 24, 2026 |
Facts from each listing's public sources, checked daily. Tool lists arrive with tool scans.
Install
Amazon Bedrock AgentCore SDK
pip install bedrock-agentcore
LangChain
pip install langchain
Also consider
- 0.853score
LlamaIndex
LlamaIndex
Open-source Python toolkit for RAG and agents over your own data, with event-driven workflows and 300+ integration packages.
HarnessAFreshness: A★ 52.6K↓ 1.4M/wk - 0.748score
LangGraph
LangChain
Low-level Python orchestration framework for long-running stateful agents, with durable execution, human review points and short- and long-term memory.
HarnessAFreshness: A★ 43.8K↓ 13.1M/wk - 0.732score
CrewAI
CrewAI
Open-source Python framework for multi-agent workflows, with role-based Crews and event-driven Flows.
HarnessAFreshness: A★ 60.1K↓ 644.6K/wk
Questions
- Is Amazon Bedrock AgentCore SDK or LangChain more popular?
- LangChain has more GitHub stars (148,371 against 780). Stars measure attention, not quality, so check freshness and docs too.
- Are Amazon Bedrock AgentCore SDK and LangChain open source?
- Yes: Amazon Bedrock AgentCore SDK is Apache-2.0 and LangChain is MIT.
Related
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Cite this page
Amazon Bedrock AgentCore SDK vs LangChain. Agent Mart. https://agentmart.dev/compare/amazon-bedrock-agentcore-sdk-vs-langchain (last updated 2026-10-26)