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LangChain · Durable agents

LangGraph

Orchestrate stateful agent workflows with persistence, streaming, and human oversight.

Languages
Python, TypeScript
API surface
Graph orchestration SDK
MCP capability
MCP integration

APIs & SDKs

Build stateful graphs that combine deterministic functions with model-driven steps. Persistence, streaming and human intervention belong to the orchestration layer.

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Integrations

LangGraph can use LangChain model and tool components, but does not require LangChain. LangSmith provides a separate tracing, evaluation and deployment platform.

View framework integration resources ↗

MCP integration

MCP support

A LangChain tool integration is one route to MCP-backed tools in graph workflows. The linked Python guide documents MCPAdapter; LangGraph itself is the orchestration runtime.

Evidence scope: Python LangChain integration; confirm TypeScript separately. Documentation reviewed; runtime compatibility has not been tested.

Sources & review

Integration notes reviewed . Check the linked documentation for current package versions, language support and authentication requirements.

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Curated starting points