Top Python Libraries

Top Python Libraries

Open-Source Claude Cowork

Multica: A local-first desktop client for Claude Code, Codex & OpenCode agents. Visual interface, plugin-powered workflows, full data privacy.

Meng Li's avatar
Meng Li
Feb 04, 2026
∙ Paid

A native desktop client that brings the power of programming agents to everyone through a visual interface.
Fully local-first, with simultaneous support for Claude Code, Codex, and the open-source OpenCode.

Multica aims to become the middle layer between coding agents and end users — somewhat similar to the Obsidian model — where everyone can customize it via plugins according to their own workflow.

  • Multica + development-related plugins → Cursor / Lovable / Conductor

  • Multica + design-related plugins → Lovart

  • Multica + research-related plugins → NotebookLM

Multica handles the middle-layer responsibilities:

  • UI/UX interaction

  • VM & Sandbox

  • Multi-agent & LLM orchestration and scheduling

  • Plugin store

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