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LangChain's harness for long-running agents with planning, subagents and a virtual file system.
pip install deepagents
Package deepagents, last 26 weeks.
deepagents
Other tools in the same categories.
langchain-ai/langgraph
Low-level graph framework for stateful, durable agents with human-in-the-loop; the most deployed agent runtime.
openai/openai-agents-python
Lightweight agent SDK with handoffs, guardrails, sessions and tracing; works with non-OpenAI models too.
anthropics/claude-agent-sdk-python
The agent harness behind Claude Code as a library: tools, subagents, MCP, hooks and context management.
crewAIInc/crewAI
Python framework for role-based multi-agent crews and event-driven flows; popular for business automation.
microsoft/agent-framework
Successor to Semantic Kernel and AutoGen for .NET and Python agents and graph workflows; GA since April 2026.
google/adk-python
Google's Agent Development Kit for code-first multi-agent systems, optimized for Gemini and Vertex AI.
pydantic/pydantic-ai
Type-safe agent framework from the Pydantic team, with dependency injection, structured output and evals.
mastra-ai/mastra
TypeScript agent framework with workflows, memory, RAG, evals and a local dev playground.
agno-agi/agno
Fast Python framework and runtime for agents and multi-agent teams with memory, knowledge and tools.