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explainx.ai

On this page

  • TL;DR
  • What OpenKnowledge Actually Is
  • Install
  • OpenKnowledge vs Plain Markdown + Git
  • Where It Sits in the LLM Wiki Stack
  • Contributing and License
  • Who Should Use OpenKnowledge
  • Related explainx.ai coverage
  • Summary
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OpenKnowledge: Local-First Markdown Editor and LLM Wiki for Claude and Cursor

Open Source, Markdown, LLM Wiki, Claude Code, MCP

Inkeep OpenKnowledge is a WYSIWYG local-first markdown editor and LLM wiki with MCP, skills, and agentic search. Wire up Claude Code, Codex, and Cursor via ok init. macOS app or CLI. GPL-3.0. v0.18.0.

Jun 26, 2026·6 min read·Yash Thakker
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OpenKnowledge: Local-First Markdown Editor and LLM Wiki for Claude and Cursor

The LLM wiki pattern went from Andrej Karpathy's gist to Google's Open Knowledge Format in weeks. The missing piece for most teams was not the schema — it was a product: a editor that feels like Notion, stays local-first, and wires Claude Code, Codex, and Cursor without duct tape.

OpenKnowledge — from Inkeep, recently rebranded from "Open Knowledge" to OpenKnowledge — is that product. Open-sourced under GPL-3.0-or-later, at v0.18.0 with ~444 GitHub stars, it combines a WYSIWYG markdown editor, an LLM wiki with MCP and skills, and no-code GitHub team sync.

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TL;DR

table · 2 cols
DetailOpenKnowledge
Repogithub.com/inkeep/open-knowledge
Site / docsopenknowledge.ai · docs
Latest releasev0.18.0 (June 2026)
LicenseGPL-3.0-or-later
Stars~444
macOSNative desktop app (DMG)
Other platformsCLI → local web app (ok start)
Node.js24+ for CLI path
npm package@inkeep/open-knowledge
Agent wiringok init → Claude Code, Cursor, Codex

What OpenKnowledge Actually Is

OpenKnowledge is two things merged into one workflow:

  1. A beautiful markdown editor — full WYSIWYG so editing .md files feels like Google Docs or Notion, not raw source mode.
  2. An LLM wiki — structured knowledge your agents can search, edit, and maintain — with MCP, skills, and agentic search out of the box.

Inkeep's positioning: "Beautiful, AI-native markdown editor and LLM Wiki." That maps directly onto the three-layer pattern from Karpathy's gist: raw sources live in your repo, the wiki layer is agent-maintained markdown, and OpenKnowledge supplies the editor + harness integration that plain folders lack.

Key features

table · 2 cols
FeatureWhat it means
WYSIWYG markdownNon-technical collaborators edit wiki pages without learning syntax
Collaborative AI editingClaude, Codex, and Cursor desktop apps edit alongside you
MCP + skillsWorks with any harness/agent via MCP or CLI — not locked to one vendor
Agentic searchSearch tuned for LLM wikis and agent second brains
No-code team syncShare and auto-sync via Git/GitHub without daily git commands
Spec-driven devWiki-as-spec workflows for product and engineering teams

Recent repo activity (June 2026): interactive editor in the marketing hero, VS Code-style file-tree sidebar density, task-list checkbox fixes after editor transitions, and a rebrand pass from "Open Knowledge" to OpenKnowledge across docs and AGENTS.md.


Install

macOS (native app)

  1. Download the latest release from GitHub Releases (v0.18.0)
  2. Open the DMG, drag OpenKnowledge to Applications
  3. Launch from Applications

This is the recommended path for Apple Silicon Macs.

Linux, Windows, Intel Mac (CLI web app)

Requires Node.js 24+:

bash
npm install -g @inkeep/open-knowledge
cd your-project
ok init          # scaffold project + wire Claude Code, Cursor, Codex
ok start --open  # serve web editor and open browser

ok init is the onboarding step that matters for agent users — it scaffolds the project structure and connects your harnesses so the wiki is not a dead folder of markdown.


OpenKnowledge vs Plain Markdown + Git

table · 3 cols
DimensionFolder of .md filesOpenKnowledge
Editing UXVS Code / Obsidian / raw MDWYSIWYG Notion-like
Agent integrationManual CLAUDE.md / MCP setupok init wires Claude, Cursor, Codex
Team sharingRaw git workflowsNo-code sync via GitHub
Searchgrep / ripgrep / ObsidianBuilt-in agentic search
Skills / MCPBYOOut of the box
LicenseYour choiceGPL-3.0-or-later

Compared to files.md — another local-first markdown philosophy — OpenKnowledge targets teams + agents rather than solo minimalism. Files.md rejects the "second brain" complexity; OpenKnowledge embraces agent-maintained wikis as the product.

Compared to Notion + Cursor integration — OpenKnowledge keeps data on your machine / your GitHub, not Notion's cloud, at the cost of self-hosting or running the CLI locally.


Where It Sits in the LLM Wiki Stack

snippet
Karpathy LLM Wiki gist (pattern)
        ↓
Google OKF v0.1 (interoperable spec)
        ↓
OpenKnowledge (editor + wiki product + agent wiring)
        ↓
Your agents (Claude Code, Cursor, Codex, custom MCP)

If you are building an agent second brain or spec-driven development wiki:

  • Start with Karpathy's pattern for ingest/query/lint semantics
  • Add OKF conventions if you need cross-team bundles
  • Run OpenKnowledge as the editor and sync layer your humans and agents share

For MCP fundamentals, see our Model Context Protocol guide.


Contributing and License

OpenKnowledge is GPL-3.0-or-later. Public PRs on GitHub are mirrored into Inkeep's internal monorepo for review and merge — automation via inkeep-oss-sync[bot]. Contributors must pass the CLA bridge gate documented in CLA.md.

This is a product company open-sourcing its editor stack, not a community-only repo — expect fast iteration (176 releases) with external contributions flowing through their mirror workflow.


Who Should Use OpenKnowledge

Good fit:

  • Teams running Claude Code or Cursor who want a shared wiki agents can read and write
  • Product/engineering groups doing spec-driven development in markdown
  • Anyone who wants Notion-like editing without Notion's cloud
  • macOS users wanting a native desktop app for LLM wikis

Less ideal:

  • GPL-averse organizations (copyleft applies to derivatives)
  • Users who want zero local setup — the CLI path requires Node 24+
  • Solo note-takers who prefer minimal tools like files.md or plain Obsidian

Related explainx.ai coverage

table · 2 cols
PostConnection
Claude Obsidian — Obsidian-native LLM wikiTransaction-safe vault + 15 Claude Code skills
Karpathy LLM Wiki patternThe architectural pattern OpenKnowledge implements
Google Open Knowledge FormatVendor-neutral spec layer (different from Inkeep's product)
Notion + Cursor agentsCloud task-board alternative
files.md local-first notesMinimal local markdown contrast
MCP guideHow OpenKnowledge connects to agents

Summary

OpenKnowledge v0.18.0 is Inkeep's open-source bet that LLM wikis need a real editor, not just a folder and a gist. WYSIWYG markdown, MCP and skills, agentic search, and one-command wiring for Claude Code, Cursor, and Codex — plus a macOS app and ok start for everyone else.

If Karpathy's wiki pattern gave agents a memory model, OpenKnowledge gives humans and agents a shared surface to maintain it.


Last updated: June 26, 2026. Version and features from github.com/inkeep/open-knowledge and openknowledge.ai/docs.

Spotted something out of date? Let us know.

People in this article

  • Andrej Karpathy →AI researcher and educator
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Yash Thakker

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