MetaGPT vs ZCode

A side-by-side comparison of features, pricing, and characteristics.

MetaGPT

MetaGPT is a multi-agent framework that assigns roles like Product Manager, Architect, and Engineer to LLMs to automate software development.

Read the full review

ZCode

An agentic development environment (ADE) desktop app by Z.ai built for planning, coding, reviewing, and deploying software powered by GLM-5.2.

Read the full review
AttributeMetaGPTZCode
Pricing typeFree + paid (from $20/mo)Free + paid (from $18/mo)
Korean supportNoNo
PlatformsWeb, CLI, API, DockermacOS, Windows, Linux
Open sourceYesNo
API availableAvailable-
SDKAvailable-
LLM-basedYesYes
MultimodalYes-
AI modelGPT, Claude, LlamaGLM
GitHub Stars68.2K-
VendorDeepWisdomZ.AI Co., Ltd.
CategoryDeveloper ToolsDeveloper Tools
DetailsView View

MetaGPT key features

  • Role-based multi-agent collaboration
  • Standard Operating Procedure (SOP) integration
  • Automated documentation (PRD, Design)
  • Code generation and self-correction
  • MGX natural language programming
  • Multimodal support

ZCode key features

  • Goal-based task management for long-horizon planning and execution
  • Deep integration with GLM-5.2 reasoning and coding model
  • Multi-agent orchestration and coordination for development workflows
  • Mobile remote control via WeChat and Telegram
  • Built-in terminal, version control, and MCP support