jcode vs Windmill

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

jcode

Open-source Rust terminal coding agent for parallel AI-assisted development, memory, swarms, MCP tools, and remote sessions.

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Windmill

Windmill is an open-source developer platform to build production-grade internal tools, data pipelines, and workflows from scripts.

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AttributejcodeWindmill
Pricing typeFree + paid (from $10/mo)Free + paid (from $120/mo)
Korean supportNoNo
PlatformsmacOS, Linux, Windows 11, Termux, Remote servers, WebSocket thin clientsWeb, CLI
Open sourceNoYes
API available-Available
SDK-Available
LLM-based--
Multimodal--
AI modelClaude, OpenAI, Google Gemini, GitHub Copilot, Ollama-compatible models, LM Studio-compatible models, OpenAI-compatible modelsGPT
GitHub Stars19.2K15.7K
VendorSolo SystemsWindmill Labs
CategoryDeveloper ToolsDeveloper Tools
DetailsView View

jcode key features

  • Running parallel agent swarms
  • Semantic-based long-term memory
  • MCP tool integration
  • Background tasks and automatic retries
  • Remote sessions and server-client architecture
  • Various model providers and OAuth login

Windmill key features

  • Scripting in 20+ languages with LSP support
  • Auto-generated UIs from scripts
  • Sub-20ms flow orchestration
  • Self-hostable on Kubernetes and Docker
  • Built-in observability and error handling