deer-flow logo
deer-flow
★ 84.5k
vs
paperclip logo
paperclip
★ 108.0k

deer-flow vs paperclip

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.; paperclip: Paperclip is a Node.js server and React UI that orchestrates a team of AI agents around business goals, with org charts, task threads, budgets and approval gates. You bring your own agents, such as OpenClaw, Claude Code, Codex, Cursor or Gemini CLI, and track their work and costs from one dashboard.

01

TL;DR

deer-flow logo
deer-flowMulti-Agent · ★ 84.5k
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.
paperclip logo
paperclipMulti-Agent · ★ 108.0k

Coordinate many Claude Code or Codex agents toward one goal

02

Side-by-Side Comparison

Field
deer-flow logodeer-flow
paperclip logopaperclip
Category
Multi-Agent
Multi-Agent
Stars
★ 84.5k
★ 108.0k
License
MIT
MIT
Install Command
uv sync
npx paperclipai@latest onboard --yes
Updated
1d ago
1d ago
Open Source
Yes
Yes
Tags
LLM, Multi-Agent, Research Automation
agent-orchestration, org-chart, governance
03

Features

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
paperclip logopaperclip
01Bring any agent that can receive a heartbeat into one org chart
02Goal alignment from company goals down to tasks
03Company, agent and project budgets with alerts and pause at limits
04Review and approval stages, plus pause, reassign or stop
05Skill Studio, scheduled routines and multi-organization deployments
04

Use Cases

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
paperclip logopaperclip
↳Coordinate many Claude Code or Codex agents toward one goal
↳Enforce budgets on autonomous agents running 24/7
↳Review agent output from task threads on mobile
05

Best For

deer-flow logodeer-flow
Most PopularEssentialTrending
paperclip logopaperclip
Most Popular
FAQ

FAQ

What is the difference between deer-flow and paperclip?
Both deer-flow and paperclip are in the Multi-Agent category. deer-flow has 84.5k stars, while paperclip has 108.0k stars.
Which is better, deer-flow or paperclip?
The best choice depends on your use case. Choose deer-flow if Conducting deep research and generating comprehensive reports with multimedia content, and paperclip if Coordinate many Claude Code or Codex agents toward one goal.
Is deer-flow free or open source?
Yes, deer-flow is open source on GitHub (MIT).
Is paperclip free or open source?
Yes, paperclip is open source on GitHub (MIT).
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