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MetaGPT

10 articles · Page 1 of 1

Aug 26, 2026 · Artificial Intelligence

5 Popular Multi‑Agent Collaboration Frameworks on GitHub (up to 70 k Stars)

The article explains why a single AI model often falls short, outlines five collaboration patterns, compares five actively maintained open‑source multi‑agent frameworks—including MetaGPT, CrewAI, LangGraph, Google ADK, and Microsoft Agent Framework—by stars, licensing, difficulty, and ideal users, and warns about token costs, handoff information loss, and error propagation.

AICrewAIGitHub

0 likes · 14 min read

5 Popular Multi‑Agent Collaboration Frameworks on GitHub (up to 70 k Stars)

Old Meng AI Explorer

Mar 1, 2026 · Industry Insights

Three Must‑Try Open‑Source Projects: AI Stock Analyzer, Awesome Navigator, and MetaGPT

This article introduces three rapidly rising GitHub open‑source projects—a LLM‑driven stock analysis tool, the massive "awesome" curated list, and the MetaGPT AI development framework—detailing their core features, deployment requirements, and why they offer low‑cost, high‑utility solutions for both beginners and seasoned developers.

AIAwesome ListGitHub

0 likes · 7 min read

Three Must‑Try Open‑Source Projects: AI Stock Analyzer, Awesome Navigator, and MetaGPT

Architect's Alchemy Furnace

Jan 10, 2026 · Artificial Intelligence

Build and Test a Multi‑Agent AI System with MetaGPT

This guide walks through the MetaGPT framework—explaining its multi‑agent architecture, core concepts, predefined roles, team setup, environment preparation, installation, configuration, and troubleshooting steps—so you can quickly build, run, and validate a collaborative AI software‑company simulation.

AI AgentsLLMMetaGPT

0 likes · 14 min read

Build and Test a Multi‑Agent AI System with MetaGPT

Alibaba Cloud Native

May 16, 2025 · Artificial Intelligence

Boost AI Reliability with MetaGPT’s Multi‑Agent Collaboration on Serverless Function AI

This guide explains how MetaGPT’s multi‑agent architecture eliminates the logical gaps of single‑agent systems, improves task stability, and can be rapidly deployed on Alibaba Cloud’s Serverless Function AI platform with step‑by‑step instructions, configuration details, and example applications.

AI DeploymentFunction AIMetaGPT

0 likes · 8 min read

Boost AI Reliability with MetaGPT’s Multi‑Agent Collaboration on Serverless Function AI

Software Engineering 3.0 Era

Mar 30, 2025 · Artificial Intelligence

Top 10 AI Agent Frameworks Transforming Software Development

The article analyzes ten leading AI agent frameworks for software engineering, detailing each system's autonomous planning, environment interaction, memory management, and real‑world case studies, while also discussing their impact on development workflows and future trends in AI‑driven coding.

AI AgentsDevOpsLLM

0 likes · 17 min read

Top 10 AI Agent Frameworks Transforming Software Development

Infra Learning Club

Mar 17, 2025 · Artificial Intelligence

Testing OpenManus with DeepSeek: A Hands‑On Evaluation

The author walks through installing OpenManus, configuring it to use DeepSeek (and an Ollama‑based vision model), runs a sample financial data query, and reports that the system is slow, sometimes inaccurate, and still requires further optimization.

AI AgentsDeepSeekLLM

0 likes · 5 min read

Testing OpenManus with DeepSeek: A Hands‑On Evaluation

DataFunTalk

Sep 12, 2024 · Artificial Intelligence

MetaGPT: Advances in Multi‑Agent Collaboration and Agent Capability Enhancement

This article reviews MetaGPT, an open‑source multi‑agent framework that integrates human‑engineered SOPs into LLM‑based agents to improve software generation, data interpretation, and simulation tasks, highlighting its rapid community growth, experimental successes, tool integration strategies, and future research directions.

LLMMetaGPTSoftware Generation

0 likes · 20 min read

MetaGPT: Advances in Multi‑Agent Collaboration and Agent Capability Enhancement

DataFunSummit

Jun 6, 2024 · Artificial Intelligence

MetaGPT: Multi‑Agent Collaboration and Agent Capability Enhancement

This article introduces MetaGPT, an open‑source multi‑agent framework that leverages large language models to automate software development, data science, and simulation tasks, detailing its development, impact, experimental results, memory and reasoning enhancements, and comparisons with related systems.

AI researchAgent MemoryLLM agents

0 likes · 21 min read

MetaGPT: Multi‑Agent Collaboration and Agent Capability Enhancement

Rare Earth Juejin Tech Community

Dec 6, 2023 · Artificial Intelligence

Multi-Agent Research Overview, Open-Source Implementations, and Design Considerations

This article reviews the background of multi‑agent systems, compares major open‑source frameworks such as AutoGen, MetaGPT, AgentVerse, and XAgent, discusses design principles, collaboration strategies, and offers conclusions on LLM‑driven versus SOP‑driven approaches for building multi‑agent applications.

AIAgent FrameworkAutoGen

0 likes · 15 min read

Multi-Agent Research Overview, Open-Source Implementations, and Design Considerations

21CTO

Aug 26, 2023 · Artificial Intelligence

How MetaGPT Leverages SOP to Boost Multi‑Agent LLM Collaboration

MetaGPT is a meta‑programming framework that encodes standard operating procedures as prompts, enabling LLM‑driven multi‑agent systems to automatically generate software artifacts, coordinate roles, and build complex applications like a Blackjack CLI with near‑perfect task completion.

AI collaborationLLMMetaGPT

0 likes · 4 min read

How MetaGPT Leverages SOP to Boost Multi‑Agent LLM Collaboration