agentscope
★ 33.7k
vs
Deft
★ 635
agentscope vs Deft
agentscope: AgentScope is a production-ready, easy-to-use agent framework designed for increasingly agentic LLMs. It offers essential abstractions, built-in support for finetuning, and flexible multi-agent orchestration for various deployment environments.; Deft: Deft is a self-hostable, open-source workspace that integrates humans and AI agents in a shared environment for chat, tasks, knowledge, calendar, approvals, and receipts. It aims to unify fragmented tools like Slack, Notion, and task trackers, allowing AI agents to connect directly to the team's work record.
01
TL;DR
agentscopeMulti-Agent · ★ 33.7k
When to choose:
- You want composable Python 3.11+ building blocks (ReAct loop, toolkit, pipelines, A2A, realtime voice) with bilingual documentation.
- You use Chinese model providers (DashScope, DeepSeek, Volcengine) alongside global APIs under an Apache-2.0 license.
When to skip:
- You rely on v1.x AgentScope code and do not want to migrate to the redesigned v2.0 architecture.
- You need Python 3.10 or .NET support; AgentScope 2.0 requires Python 3.11+.
DeftMulti-Agent · ★ 635
Team Collaboration with AI Assistance: Teams can manage projects, communicate, and share knowledge, with AI agents actively participating in the workflow.
02
Side-by-Side Comparison
Field
agentscopeDeftCategory
Multi-Agent
Multi-Agent
Stars
★ 33.7k
★ 635
License
Apache-2.0
AGPL-3.0
Install Command
uv pip install agentscope
git clone https://github.com/Maneek21/Deft.git && cd Deft && docker compose build deft init doctor smoke && docker compose up -d && docker compose run --rm init
Updated
1d ago
1d ago
Open Source
Yes
Yes
Tags
Agent Framework, Multi-Agent Systems, Large Language Models
Collaboration, AI Agents, Workspace
03
Features
agentscope01Easy-to-use with built-in ReAct agents, tools, and human-in-the-loop steering.
02Extensible with broad ecosystem integrations, MCP, and A2A protocol support.
03Production-ready for local, serverless, or Kubernetes deployments with OTel support.
04Voice-enabled agents capable of speech understanding and response.
05Seamless integration with Reinforcement Learning for agent tuning.
Deft01Unified Workspace for Humans and AI: Shares chat, tasks, knowledge, calendar context, and approvals between people and AI agents.
02Comprehensive Productivity Tools: Includes real-time chat, task management (Board, Table, Timeline, Calendar, Pipeline views), and a robust knowledge base.
03Governed AI Agent Actions: Agents operate with approval tiers, trust levels, token scopes, and activity history, ensuring safe and accountable interactions.
04Provider-Neutral AI Integration: Supports OpenAI, Anthropic, OpenRouter, and local Ollama-style providers for flexible AI configuration.
05Extensible Module System: Allows developers to add domain-specific collections and applications while inheriting core workspace primitives.
04
Use Cases
agentscope↳Developing multi-agent collaborative applications and strategic games.
↳Building agents with advanced tool-use capabilities and multi-step reasoning.
↳Tuning agent performance using Reinforcement Learning for continuous improvement.
Deft↳Team Collaboration with AI Assistance: Teams can manage projects, communicate, and share knowledge, with AI agents actively participating in the workflow.
↳Automating Workspace Tasks: AI agents can retrieve relevant context, draft changes, and update tasks or records within the shared workspace under human governance.
↳Centralizing Organizational Knowledge: Create a durable team memory by separating transient conversations from structured knowledge, accessible to both humans and agents.
↳Self-Hosting a Unified Productivity Platform: Companies can self-host a comprehensive workspace that combines chat, tasks, notes, calendar, and AI capabilities without vendor lock-in.
↳Building Custom Workspace Extensions: Developers can extend Deft's functionality by building custom modules that leverage the existing identity, permissions, and context system.
05
Best For
agentscopeMost PopularEssentialTrending
Deft—
FAQ
FAQ
What is the difference between agentscope and Deft?
Both agentscope and Deft are in the Multi-Agent category. agentscope has 33.7k stars, while Deft has 635 stars.
Which is better, agentscope or Deft?
The best choice depends on your use case. Choose agentscope if Developing multi-agent collaborative applications and strategic games., and Deft if Team Collaboration with AI Assistance: Teams can manage projects, communicate, and share knowledge, with AI agents actively participating in the workflow..
Is agentscope free or open source?
Yes, agentscope is open source on GitHub (Apache-2.0).
Is Deft free or open source?
Yes, Deft is open source on GitHub (AGPL-3.0).
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