LangGraph

Build stateful, multi-agent apps as graphs

What LangGraph does

  • Build stateful, multi-agent apps as graphs
  • Human-in-the-loop and durable execution
  • Works with any LLM
  • Open-source with a hosted platform

LangGraph — straight answers

What is LangGraph?

LangGraph is listed under Agent Frameworks (Developers), in the AI Agents & Automation category on Flocci AI Tools. Build stateful, multi-agent apps as graphs. It is free, with no paid plan attached, and it lives at langchain.com.

Is LangGraph free?

LangGraph is listed as fully free — there is no paid tier attached to it in the catalog. That makes it one of the 396 entries on Flocci AI Tools with no upgrade path built in.

Can I use LangGraph in a browser, or is there an app?

LangGraph needs to be installed or self-hosted — it doesn't run in a browser tab. It is available on an API, self-hosting and the command line.

What can LangGraph do?

LangGraph does 4 things the catalog singles out: Build stateful, multi-agent apps as graphs; human-in-the-loop and durable execution; works with any llm; open-source with a hosted platform.

What is the best free alternative to LangGraph?

Agno is the closest free alternative: it sits in the same Agent Frameworks (Developers) sub-category and is free. AWS Strands Agents, CAMEL and Claude Agent SDK also start free. The full list is on the alternatives page.

See the full list →

LangGraph alternatives

Compare all alternatives →

CrewAI

Agent Frameworks (Developers)
freemium
  • Role-based multi-agent 'crews'
  • Simple Python API for collaboration
  • Tasks, tools and flows
  • Open-source core

OpenAI Agents SDK

Agent Frameworks (Developers)
free
  • Lightweight agent orchestration from OpenAI
  • Agent handoffs, guardrails and tracing
  • Tool and function calling built in
  • Open-source, pay only for model usage

Microsoft AutoGen

Agent Frameworks (Developers)
free
  • Multi-agent conversation framework
  • Event-driven, async agent design
  • Studio UI for prototyping
  • Fully open-source

LlamaIndex

Agent Frameworks (Developers)
freemium
  • Leading framework for RAG and data agents
  • Connect LLMs to your documents & APIs
  • Agentic document workflows
  • Open-source with a hosted cloud

Google Agent Development Kit (ADK)

Agent Frameworks (Developers)
free
  • Open-source Python/Java framework from Google for building multi-agent systems
  • Native integration with Vertex AI Agent Engine and Gemini models
  • Model-agnostic — works with non-Google LLMs via LiteLLM

Pydantic AI

Agent Frameworks (Developers)
free
  • Type-safe Python agent framework from the Pydantic team, validated structured outputs
  • Model-agnostic (OpenAI, Anthropic, Gemini, Groq, Mistral, local)
  • Built-in dependency injection and streaming; pairs with Pydantic Logfire for observability

Head-to-head comparisons