Local-first search across your workspace, built for humans and AI agents.

The world's first open-source AI-native vector design tool and the first to feature concurrent Agent Teams. Design-as-Code. Turn prompts into UI directly on the live canvas. A modern alternative to Pencil.

Stop your coding agent reading the wrong files. Compiler-grade TS/JS repo map — 100% precision on blast radius vs grep's 60%, measured on public repos. CLI + MCP server, fully local, no vector DB.

A semantic search engine for files and code.

Knowhere extracts, parses, and outputs structured chunks ready for AI Agents and RAG.

Natural Context Provider (NCP). Your MCPs, supercharged. Find any tool instantly, load on demand, run on schedule, ready for any client. Smart loading saves tokens and energy.

Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.