swarm
★ 14
vs
adk-java
★ 1.6k
swarm vs adk-java
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-java: The Agent Development Kit (ADK) for Java is an open-source, code-first toolkit designed for building, evaluating, and deploying sophisticated AI agents. It enables developers to define agent behavior, orchestration, and tool use directly in Java code for fine-grained control and robust integration with Google Cloud services.
01
TL;DR
Choose swarm if…Orchestrating multi-agent workflows using Planner and Executor agents
Choose adk-java if…Building advanced AI agents with fine-grained control over their behavior and orchestration.
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-java01Rich Tool Ecosystem for diverse agent capabilities and Google ecosystem integration
02Code-First Development for defining agent logic, tools, and orchestration in Java
03Modular Multi-Agent Systems for designing scalable applications with specialized agents
04Built-in Development UI for testing, evaluating, debugging, and showcasing agents
05Integration with A2A protocol for remote agent-to-agent communication
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-java↳Building advanced AI agents with fine-grained control over their behavior and orchestration.
↳Integrating AI agents tightly with existing services, especially within Google Cloud.
↳Designing and deploying scalable, modular multi-agent systems for complex tasks.
05
Best For
swarmTrendingWorkflow AutomationMulti-Agent
adk-javaTrendingEssential
FAQ
FAQ
What is the difference between swarm and adk-java?
Both swarm and adk-java are in the Multi-Agent category. swarm has 14 stars, while adk-java has 1.6k stars.
Which is better, swarm or adk-java?
The best choice depends on your use case. Choose swarm if Orchestrating multi-agent workflows using Planner and Executor agents, and adk-java if Building advanced AI agents with fine-grained control over their behavior and orchestration..
Is swarm free or open source?
Yes, swarm is open source on GitHub (Apache-2.0).
Is adk-java free or open source?
Yes, adk-java is open source on GitHub (Apache-2.0).
→