adk-python
★ 19.9k
vs
PilotDeck
★ 2.0k
adk-python vs PilotDeck
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.; PilotDeck: PilotDeck is an open-source agent operating system built around the WorkSpace concept, jointly developed by Tsinghua University THUNLP, ModelBest, OpenBMB, and AI9Stars. It targets long-running, multi-project productivity work with three core capabilities: white-box traceable memory, smart model routing for cost optimization, and always-on background task execution. The system natively supports MCP and works consistently across Web, CLI, and IM frontends.
01
TL;DR
Choose adk-python if…Building and deploying sophisticated AI agents from simple tasks to complex systems.
Choose PilotDeck if…Long-running multi-project knowledge work with isolated memory and skill sets per project
02
Side-by-Side Comparison
03
Features
adk-python01Rich Tool Ecosystem
02Code-First Development
03Agent Config
04Modular Multi-Agent Systems
05Deploy Anywhere
PilotDeck01WorkSpace-level isolation: each project has its own file system, memory store, and skill set
02White-box memory with end-to-end visibility, Dream Mode consolidation, and one-click rollback
03Smart routing auto-detects task difficulty and dispatches to appropriate models to reduce token cost
04Always-on background execution: agent continues discovering and running tasks after user steps away
05Native MCP support, consistent behavior across Web, CLI, and IM frontends
04
Use Cases
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.
PilotDeck↳Long-running multi-project knowledge work with isolated memory and skill sets per project
↳Cost-optimized AI agent pipelines that automatically route tasks to models based on complexity
↳Background autonomous execution of monitoring, research, or batch tasks that deliver results as local files
05
Best For
adk-pythonMost PopularTrendingEssential
PilotDeckTrendingMulti-Agent
FAQ
FAQ
What is the difference between adk-python and PilotDeck?
Both adk-python and PilotDeck are in the Multi-Agent category. adk-python has 19.9k stars, while PilotDeck has 2.0k stars.
Which is better, adk-python or PilotDeck?
The best choice depends on your use case. Choose adk-python if Building and deploying sophisticated AI agents from simple tasks to complex systems., and PilotDeck if Long-running multi-project knowledge work with isolated memory and skill sets per project.
Is adk-python free or open source?
Yes, adk-python is open source on GitHub (Apache-2.0).
Is PilotDeck free or open source?
Yes, PilotDeck is open source on GitHub (AGPL-3.0).
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