LangGraph Alternatives
Low-level framework for building stateful, long-running AI agents with graph-based orchestration
LangGraph is LangChain's orchestration framework for building stateful AI agents.
Explore 68 alternatives to LangGraph across 2 categories. Each tool listed below shares at least one category with LangGraph.
Top LangGraph alternatives at a glance
- AutoGen. Microsoft's framework for building multi-agent AI applications with event-driven messaging
- CrewAI. Framework for orchestrating role-playing, autonomous AI agents.
- Composio. Tool integration platform connecting AI agents to 1,000+ apps with managed auth and execution
- Smolagents. Lightweight Python agent framework from Hugging Face where agents write Python code instead of JSON tool calls
- OpenAI Agents SDK. Official OpenAI framework for building production AI agents with tool use and guardrails
🕵️♀️ Agents
Mastra
TypeScript-first AI framework for building agents, RAG pipelines, and workflows
Letta
Framework for building stateful AI agents with persistent memory, formerly MemGPT
Google ADK
Open-source agent development kit from Google for building multi-agent systems
AG2
Community-driven multi-agent framework forked from AutoGen with backward-compatible API
Burr
Build stateful AI agents and applications as state machines, with a built-in tracing UI
Tura
Open-source local coding agent that turns intent into verified repository changes
Fixie
The fastest way to build conversational AI agents
Superagent
Prototype and deploy agents powered by large language models.
Dust
The operating system for AI agents
🏗️ Frameworks & Stacks
Mastra
TypeScript-first AI framework for building agents, RAG pipelines, and workflows
Google ADK
Open-source agent development kit from Google for building multi-agent systems
Burr
Build stateful AI agents and applications as state machines, with a built-in tracing UI
LangChain
LangChain gives developers a framework to construct LLM‑powered apps easily.
llmkit
One LLM client API for 20+ providers, in Go, TypeScript, Python and Rust
phidata
Build an AI App in minutes using pre-built templates.
Ollama
Run large language models locally with a single command
llama.cpp
LLM inference in C/C++ with broad hardware support and aggressive quantization
vLLM
High-throughput LLM inference engine with PagedAttention for efficient GPU memory usage
GPT4All
Desktop app and Python SDK for running open-source LLMs locally on any device
Jan
Open-source desktop app for running LLMs locally with a clean GUI
CC Switch
Open-source desktop manager and local router for AI coding tools
Frequently asked questions
What are the best alternatives to LangGraph?
Based on category overlap and popularity, the top alternatives to LangGraph include: AutoGen (Microsoft's framework for building multi-agent AI applications with event-dri...); CrewAI (Framework for orchestrating role-playing, autonomous AI agents.); Composio (Tool integration platform connecting AI agents to 1,000+ apps with managed au...); Smolagents (Lightweight Python agent framework from Hugging Face where agents write Pytho...); OpenAI Agents SDK (Official OpenAI framework for building production AI agents with tool use and...). See all 68 alternatives compared on this page.
Is there a free alternative to LangGraph?
Yes. 61 alternatives to LangGraph offer a free tier or free trial: AutoGen, Composio, Smolagents, OpenAI Agents SDK, Mastra, Letta, and more. Use the comparison above to find the best fit for your use case.
Are there open-source alternatives to LangGraph?
Yes. 53 of the 68 alternatives to LangGraph listed here are open source: AutoGen, CrewAI, Composio, Smolagents, OpenAI Agents SDK, Mastra, and more. Open-source tools can be self-hosted for full control over data and infrastructure.
What is LangGraph?
LangGraph is LangChain's orchestration framework for building stateful AI agents. It organizes actions as nodes in a directed graph, enabling conditional branching, parallel execution, cycles, and persistent state. Agents can run for extended periods with durable execution that persists through f... See 68 alternatives to LangGraph across 2 categories.
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