Modulus – Cross-repository knowledge orchestration for coding agents
Git worktrees for agent isolation beats running multiple Cursor windows.

Multi-repo agent orchestration with shared context, but Cursor handles cross-repo already.
Full-stack developers working across multiple codebases, AI-assisted development teams
Cursor · Conductor · Continue IDE extension
We built it to solve two problems we kept running into:
- Cross-repo context is broken. When working across multiple repositories, agents don't understand dependencies between them. Even if we open two repos in separate Cursor windows, we still have to manually explain the backend API schema while making changes in the frontend repo.
- Agents lose context. Switching between coding agents often means losing context and repeating the same instructions again.
Modulus shares memory across agents and repositories so they can understand your entire system.
It's an alternative to tools like Conductor for orchestrating AI coding agents to build product, but we focused specifically on multi-repo workflows (e.g., backend repo + client repo + shared library repo + AI agents repo). We built our own Memory and Context Engine from the ground up specifically for coding agents.
Why build another agent orchestration tool? It came from our own problem. While working on our last startup, Husain and I were working across two different repositories. Working across repos meant manually pasting API schemas between Cursor windows — telling the frontend agent what the backend API looked like again and again. So we built a small context engine to share knowledge across repos and hooked it up to Cursor via MCP. This later became Modulus.
Soon, Modulus will allow teams to share knowledge with others to improve their workflows with AI coding agents - enabling team collaboration in the era of AI coding. Our API will allow developers to switch between coding agents or IDEs without losing any context.
If you wanna see a quick demo before trying out, here is our launch post - https://x.com/subhajitsh/status/2024202076293841208
We'd greatly appreciate any feedback you have and hope you get the chance to try out Modulus.
Git worktrees for agent isolation beats running multiple Cursor windows.
Local-first MCP server with 26ms P95 search when cloud-based code intel requires uploads.
Git-verified memory ledger beats vague agent context files.
Runs ten Claude agents in parallel with global hooks tracking status across worktrees.
Git worktree multiplexing lets one agent write tests while another refactors—750+ merged PRs prove the workflow.
Git-backed shared memory solves AI team context drift better than vector DB wrappers.