Ross ROSS = Recommend OSS · open-source software intelligence for agents

kenforthewin/atomic

Self-hosted, semantically-connected personal knowledge base observed · 2026-08-28

github.com/kenforthewin/atomic · homepage · Rust · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

77/100

  • Activity 96
  • Release rhythm 84
  • Longevity 20
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 0
  • age_days: 281
  • days_rel: 24
  • days_push: 24
  • n_releases_24m: 128

Full methodology

Adoption not part of the score

1928 stars · 140 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Atomic is a self-hosted, local-first personal knowledge base that turns markdown notes into a semantically-connected, AI-augmented knowledge graph. It automatically chunks, embeds, tags, and links notes, and offers semantic search, wiki synthesis, agentic RAG chat, a spatial canvas, and MCP integration, runnable as a desktop app, self-hosted server, or hosted cloud.

Use cases

  • organize my markdown notes into a knowledge graph
  • search my notes by meaning instead of keywords
  • chat with my notes and get citations
  • auto-generate wiki articles from my notes
  • visualize how my ideas connect on a canvas
  • automatically tag notes as I save them
  • clip web pages and RSS articles into my knowledge base
  • connect my notes to Claude or Cursor via MCP

When to choose

  • you want a self-hosted, local-first alternative to Notion/Obsidian-style tools with AI features
  • you want semantic search and RAG chat over your own notes on your own hardware
  • you prefer markdown-based, exportable data with no vendor lock-in
  • you want scheduled research reports and auto-tagging over a personal corpus

When to avoid

  • you need a mature, battle-tested tool with a large plugin ecosystem
  • you don't want to run an LLM/embedding provider or pay for AI usage
  • you need real-time multi-user collaborative editing
  • you only need simple plain-text notes without AI features

Facets

application · maturity active

rag search-engine nlp machine-learning mcp chatbot data-visualization web-scraping artificial-intelligence developer-tools self-hosted self-hosted cross-platform browser-extension rust personal-knowledge-base knowledge-graph semantic-search wiki-synthesis auto-tagging spatial-canvas local-first markdown-notes rss-ingestion agentic-chat knowledge-base retrieval-augmented-generation natural-language-processing docker desktop web-server ios

5 sources

Member repositories

RepositoryRoleHealth v2
kenforthewin/atomicmain77

For agents

markdown · JSON · MCP: product_card(name="kenforthewin/atomic")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem