ai-workspace

Give your AI agents memory that spans across projects.

AI coding agents (Claude Code, Cursor, Windsurf, etc.) are powerful — but they only see one project at a time. When your work involves a shared API contract, a common deploy process, or a monorepo split into microservices, the agent starts every conversation blind to the bigger picture.

AI Workspace fixes that. It's a lightweight CLI + MCP server that lets you share files, directories, and notes across related projects. Your agents get cross-project context automatically — no copy-pasting, no symlinks, no custom prompts.

┌──────────────┐     ┌──────────────┐     ┌──────────────┐
│  project-api │     │ project-web  │     │ project-docs │
│              │     │              │     │              │
│  schema.rs ──┼─┐   │              │     │              │
│  notes ──────┼─┤   │  notes ──────┼─┐   │  guides/ ────┼─┐
└──────────────┘ │   └──────────────┘ │   └──────────────┘ │
                 │                    │                    │
                 └────────┬───────────┘────────────────────┘
                          │
                    ┌─────▼──────┐
                    │  "backend" │  ← group
                    │   group    │
                    └─────┬──────┘
                          │
                    ┌─────▼──────┐
                    │ MCP Server │  ← ai-workspace serve
                    │  (stdio)   │
                    └─────┬──────┘
                          │
                    ┌─────▼──────┐
                    │  AI Agent  │  sees files, dirs & notes
                    │            │  from all 3 projects
                    └────────────┘

Group projects together. Share files and notes. Your agent sees everything.

cargo install --path .

Requires Rust 1.85+ (edition 2024). SQLite is bundled — no extra dependencies.

# Register two projec