Working with multiple projects, I got tired of re-explaining our complex multi-node system to LLMs. Documentation helped, but plain text is hard to search without indexing and doesn't work across projects. I built Linggen to solve this.

My Workflow: I use the Linggen VS Code extension to "init my day." It calls the Linggen MCP to load memory instantly. Linggen indexes all my docs like it’s remembering them—it is awesome. One click loads the full architectural context, removing the "cold start" problem.

The Tech:

Local-First: Rust + LanceDB. Code and embeddings stay on your machine. No accounts required.

Team Memory: Index knowledge so teammates' LLMs get context automatically.

Visual Map: See file dependencies and refactor "blast radius."

MCP-Native: Supports Cursor, Zed, and Claude Desktop.

Linggen saves me hours. I’d love to hear how you manage complex system context!

Repo: https://github.com/linggen/linggen Website: https://linggen.dev