AgentIndex icon
AgentIndex
agentscope-java logo
agentscope-java
★ 6.1k
vs
deer-flow logo
deer-flow
★ 84.3k

agentscope-java vs deer-flow

agentscope-java: AgentScope Java 2.0 is a framework for building distributed, long-running agents on the JVM, with a typed event stream, tool permission gating, middleware and sandboxed workspaces. It supports subagent orchestration and distributed session and memory storage with cross-replica recovery.; deer-flow: DeerFlow is a community-driven framework designed for deep research, integrating language models with specialized tools for tasks like web search, crawling, and Python code execution. It offers a modular multi-agent system architecture for automated research, supporting various search engines, crawling tools, and private knowledge bases.

01

TL;DR

agentscope-java logo
agentscope-javaMulti-Agent · ★ 6.1k

Build enterprise agents in an existing Java/Spring stack

Read agentscope-java full review →
deer-flow logo
deer-flowMulti-Agent · ★ 84.3k
When to choose:
  • You want a batteries-included LangGraph agent runtime with a file system, isolated bash/Docker sandbox, persistent memory, and sub-agent delegation.
  • You want to trigger long-running tasks from Feishu, WeCom, DingTalk, WeChat, Slack, or Telegram without exposing a public IP.
When to skip:
  • Your machine or VPS has only 2 vCPU / 4 GB RAM; DeerFlow recommends 8 vCPU / 16 GB RAM for shared servers.
  • You only want a lightweight script that writes cited web research reports without running local sandboxes; GPT Researcher is much lighter.
Read deer-flow full review →
02

Side-by-Side Comparison

Field
agentscope-java logoagentscope-java
deer-flow logodeer-flow
Category
Multi-Agent
Multi-Agent
Stars
★ 6.1k
★ 84.3k
License
Apache-2.0
MIT
Install Command
—
uv sync
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
java, agent-framework, distributed
LLM, Multi-Agent, Research Automation
03

Features

agentscope-java logoagentscope-java
01Event stream with 32 typed events for frontends and human-in-the-loop
02Tool-call permissions: allow, require approval or deny
03Sandboxes on local, Docker, Kubernetes or cloud
04Distributed sessions on Redis, MySQL, PostgreSQL or object storage
05A2A and AG-UI protocols; DingTalk, Feishu and WeCom channels
deer-flow logodeer-flow
01Multi-model LLM integration via LiteLLM with OpenAI-compatible API
02Comprehensive web search and crawling using diverse engines like InfoQuest and Tavily
03RAG integration with multiple vector databases including Qdrant and RAGFlow
04Human-in-the-loop collaboration with intelligent clarification and interactive plan modification
05Automated content creation for podcasts and presentations with AI-powered script generation
04

Use Cases

agentscope-java logoagentscope-java
↳Build enterprise agents in an existing Java/Spring stack
↳Run long-lived agents across replicas with session recovery
↳Orchestrate subagents with approval gates on risky tools
deer-flow logodeer-flow
↳Conducting deep research and generating comprehensive reports with multimedia content
↳Automated creation of podcasts, articles, and presentations from research findings
↳Intelligent information retrieval and analysis for complex queries and trending topics
05

Best For

agentscope-java logoagentscope-java
EssentialTrending
deer-flow logodeer-flow
Most PopularEssentialTrending
FAQ

FAQ

What is the difference between agentscope-java and deer-flow?
Both agentscope-java and deer-flow are in the Multi-Agent category. agentscope-java has 6.1k stars, while deer-flow has 84.3k stars.
Which is better, agentscope-java or deer-flow?
The best choice depends on your use case. Choose agentscope-java if Build enterprise agents in an existing Java/Spring stack, and deer-flow if Conducting deep research and generating comprehensive reports with multimedia content.
Is agentscope-java free or open source?
Yes, agentscope-java is open source on GitHub (Apache-2.0).
Is deer-flow free or open source?
Yes, deer-flow is open source on GitHub (MIT).
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Related

Alternatives to agentscope-java →Alternatives to deer-flow →agentscope-java details →deer-flow details →OpenClaw vs deer-flow →GPT Researcher vs deer-flow →