Atomic: The AI-Powered Knowledge Base Transforming Markdown Notes into Semantic Graphs

March 21, 2026
Atomic: The AI-Powered Knowledge Base Transforming Markdown Notes into Semantic Graphs
  • The project architecture centers on a core Rust library (atomic-core) with thin clients including a desktop UI, server, and MCP, plus a multi-client frontend (React) that runs across platforms.

  • AI provisioning can connect to either cloud or local models, requiring an API key or local setup via OpenRouter (cloud) or Ollama (local).

  • Core features encompass semantic search with sqlite-vec, a force-directed canvas visualization, wiki synthesis with inline citations, a chat interface for knowledge-base conversations, auto-tagging, multiple AI providers (OpenRouter or Ollama), RSS feeds, a browser extension, an MCP server for Claude and others, multi-database support, and an iOS app.

  • Getting started includes desktop app delivery via Tauri and a headless server option, with detailed instructions for desktop download, Docker Compose self-hosting, Fly.io deployment, and standalone server setup.

  • A browser extension enables web clip capture into Atomic, and the MCP server exposes endpoints for external tools to perform search and atom creation.

  • Prerequisites include Node.js 22+, a Rust toolchain, and platform-specific dependencies for the Tauri-based desktop application.

  • Development workflows cover build, development, and tests across frontend and backend, with a tech stack spanning Rust, SQLite with sqlite-vec, Actix-web, React, Vite, Tailwind, and iOS SwiftUI; licensed under MIT.

  • Atoms are markdown notes automatically chunked, tagged, embedded, and linked by semantic similarity; they can be synthesized into wiki articles, explored on a spatial canvas, and queried via an agentic chat interface.

  • Atomic is a personal knowledge base that converts markdown notes into a semantically-connected, AI-augmented knowledge graph.

  • Project structure includes crates for core logic, server, MCP, and multiple frontends (desktop, web, iOS), plus a browser extension and related extension scripts.

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