swarm
★ 14
vs
adk-python
★ 19.9k
swarm vs adk-python
swarm: Swarm is a Rust framework for creating and managing a network of specialized intelligent agents that collaborate through flexible workflows. It acts as a central nervous system for your digital workforce, allowing orchestration of complex tasks via predefined or dynamically generated plans.; adk-python: ADK (Agent Development Kit) is an open-source, code-first Python framework designed for building, evaluating, and deploying sophisticated AI agents with high flexibility and control. It simplifies the creation and orchestration of agent workflows, supporting everything from simple tasks to complex multi-agent systems, while being model and deployment agnostic.
01
TL;DR
Choose swarm if…Orchestrating multi-agent workflows using Planner and Executor agents
Choose adk-python if…Building and deploying sophisticated AI agents from simple tasks to complex systems.
02
Side-by-Side Comparison
03
Features
swarm01Self-correcting workflows with automated planning and LLM-as-a-Judge evaluation
02Dynamic scaling via Agent Factory for programmatic agent instantiation
03Open standards support: Model Context Protocol (MCP) and Agent-to-Agent (A2A) protocols
adk-python01Rich Tool Ecosystem
02Code-First Development
03Agent Config
04Modular Multi-Agent Systems
05Deploy Anywhere
04
Use Cases
swarm↳Orchestrating multi-agent workflows using Planner and Executor agents
↳Dynamically creating and managing agents with the Agent Factory
↳Building adaptive, scalable AI systems for complex task execution
adk-python↳Building and deploying sophisticated AI agents from simple tasks to complex systems.
↳Orchestrating complex agent workflows with flexibility and control.
↳Designing and implementing scalable modular multi-agent systems.
05
Best For
swarmTrendingWorkflow AutomationMulti-Agent
adk-pythonMost PopularTrendingEssential
FAQ
FAQ
What is the difference between swarm and adk-python?
Both swarm and adk-python are in the Multi-Agent category. swarm has 14 stars, while adk-python has 19.9k stars.
Which is better, swarm or adk-python?
The best choice depends on your use case. Choose swarm if Orchestrating multi-agent workflows using Planner and Executor agents, and adk-python if Building and deploying sophisticated AI agents from simple tasks to complex systems..
Is swarm free or open source?
Yes, swarm is open source on GitHub (Apache-2.0).
Is adk-python free or open source?
Yes, adk-python is open source on GitHub (Apache-2.0).
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