Modulus: Cross-repository knowledge orchestration for AI coding agents

Modulus is a desktop application designed to orchestrate multiple AI coding agents working across multiple repositories with shared context. The tool addresses two specific problems developers face when using AI coding agents: broken cross-repository context and lost context when switching between agents.

Core functionality

The app enables running multiple AI coding agents simultaneously without conflicts, allowing developers to fix bugs while building features. Each agent operates in its own isolated workspace using git worktrees, preventing conflicts and eliminating the need for multiple IDE windows or repository cloning.

Key features

• Shared project memory: Agents automatically know your API schemas, dependencies, and recent changes across all repositories, eliminating the need for copying and pasting between windows
• Cross-repository understanding: Agents understand dependencies between repositories (e.g., backend repo + client repo + shared library repo + AI agents repo)
• Parallel agent execution: Run multiple coding agents working in parallel with shared context
• Review and ship workflow: Review all changes from all agents in one place and create pull requests directly from Modulus
• Memory and Context Engine: Built from the ground up specifically for coding agents

Technical implementation

Modulus connects to Cursor via MCP (Model Context Protocol). The tool uses git worktrees to create isolated workspaces for each agent. The team built their own Memory and Context Engine specifically for coding agent workflows.

Current availability and future plans

Currently available for macOS with a waitlist for Linux and Windows. The team plans to add team collaboration features allowing teams to share knowledge with others to improve workflows with AI coding agents. An upcoming API will allow developers to switch between coding agents or IDEs without losing context.

Use case example

The founders built Modulus to solve their own problem: while working across two different repositories, they had to manually paste API schemas between Cursor windows, repeatedly telling the frontend agent what the backend API looked like. Modulus eliminates this manual context sharing.