Agent Development Kit (ADK) vs Griptape
Side-by-side comparison of two AI agent tools
Short answer
- Agent Development Kit (ADK) is growing faster: +30 GitHub stars in the last 30 days vs +13 for Griptape.
- Pick Agent Development Kit (ADK) for: an open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents. Pick Griptape for: modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory.
From GitHub data refreshed daily.
A
Agent Development Kit (ADK)open-source
An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
Griptapeopen-source
Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory.
Metrics
| Agent Development Kit (ADK) | Griptape | |
|---|---|---|
| Stars | 21.7k | 2.6k |
| Star velocity /mo | 30 | 12.53968253968254 |
| Commits (90d) | 1.4k | 37 |
| Releases (6m) | 10 | 7 |
| Overall score | 0.7141691885622203 | 0.5187083299088655 |
Pros
- +模块化架构支持Agent、Pipeline、Workflow三种执行模式，适应不同的AI应用需求
- +三层内存管理系统(对话/任务/元内存)提供了灵活的上下文和状态管理
- +Driver抽象层允许无缝切换LLM提供商和外部服务，减少供应商锁定
Cons
- -仅支持Python生态系统，限制了跨语言项目的使用
- -框架的抽象层可能增加学习成本，对AI开发新手不够友好
- -相对较新的框架，社区生态系统和第三方扩展还在发展中
Use Cases
- •构建具有记忆能力的对话AI代理，需要维持长期上下文的客服或助手应用
- •开发多步骤数据处理Pipeline，如文档分析、内容生成、质量检查的顺序工作流
- •实现复杂的并行AI工作流，同时处理多个独立任务如批量内容生成或数据分析
FAQ
- Which is more popular, Agent Development Kit (ADK) or Griptape?
- Agent Development Kit (ADK) has more GitHub stars (21,690 vs 2,581).
- Which is more actively developed, Agent Development Kit (ADK) or Griptape?
- Agent Development Kit (ADK) had more commits in the last 90 days (1,360 vs 37).
- Should I use Agent Development Kit (ADK) or Griptape?
- Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.