Best knowledge-management OKF Bundles for AI Agents

Markdown memory system for you and your AI agent

Self-maintaining, Obsidian-compatible knowledge base for pi — turn raw sources into an interlinked wiki that compounds. Native Open Knowledge Format (OKF) v0.2.

Distill videos, PDFs, transcripts, and notes into source-backed teacher Agent Skills.

Open Knowledge Format for coding agents. Author, validate, lint, search, and visualize portable Markdown knowledge bundles. One gem carries the agent skill, the CLI and Ruby library, and an interactive graph. Docker and Claude Code plugin included, 100% local.

Agent-first local harness for OKF-compatible LLM Wikis.

Portable, always-fresh docs for agents and humans. A Surface hub is a conformant OKF concept; Surface adds the freshness OKF leaves out - it fails the build when the code a doc describes changes. Deterministic, no LLM.

Governance-grade, OKF-compatible knowledge-base format with a single-writer MCP server and CLI. Pre-release.

AIX (AI eXchange) — an open, OKF-compatible knowledge format with stable identity, typed relationships and provenance.

Validate, index, search, and manage your knowledge base from the command line — or let AI agents do it through MCP. Built for knowledge workers who want machine-readable notes, automated quality checks, and token-efficient AI access to their Second Brain

Living Docs — a AI agent skill that runs your project's documentation as a living system: constitution, ADRs, BDRs, PRDs, issues, research notes & Mermaid architecture diagrams under five no-drift governance invariants. OKF-formatted, stack-agnostic. Works with Claude Code, Cursor, Copilot, OpenCode & Pi.

Local-first memory for AI agents: teach knowledge as Markdown Domains, capture learnings as Engrams. One Rust binary with MCP server, CLI and hybrid search.

Transform institutional knowledge into Open Knowledge Format (OKF). OKF Studio ingests enterprise knowledge from multiple sources, structures it into portable OKF bundles, builds linked knowledge graphs, and makes knowledge reusable across LLMs, agents, and applications.

LangGraph and LangChain retriever, tools, and navigator subgraph for OKF (Open Knowledge Format) bundles.

Self-learning, OKF-based second brain that lives in a git repo and runs across Claude, Codex, Github copilot, Antigravity, and Cursor.

Context Layering & Engineering for Agentic Resources — Persistent memory, intelligent context, and structured project management for Claude Code

Agent Skill teaching Claude Code and Codex to author, validate, and consume Open Knowledge Format (OKF) v0.1 bundles

OpenCode plugin: progressive disclosure + auto-unload for OKF (Open Knowledge Format) knowledge bundles. Inspired by DCP.

Turn hard-won human experience into knowledge your AI agents can act on — a methodology (routing + Book-to-Skill + governance) above OKF. A production field report.

Validate, author, and export your Obsidian vault as Open Knowledge Format (OKF) bundles for AI agents.

Static-first reading app for Open Knowledge Format (OKF) bundles - sidebar navigation, concept pages, backlinks, and connection graphs for humans, not just agents

Store, query, and generate knowledge in the Open Knowledge Format (OKF) - markdown bundles with YAML frontmatter, trust signals, CLI, and LLM ingestion.

An OKF-native memory layer for code repos — so the why behind your project survives across AI coding sessions. Exports to Google's Open Knowledge Format.

A VS Code and Cursor extension for exploring Open Knowledge Format (OKF) v0.2 and Karpathy-style LLM wikis—view Markdown, YAML metadata, PDFs, links, outlines, and knowledge graphs, then hand grounded context to AI agents.

An open, local-first knowledge engine - a second brain for your ai. Your notes stay plain markdown + git — the tapes; your AI reads and writes them behind governance gates. No lock-in.

AI-optimized personal knowledge base starter kit. OKF v0.2 compatible with concept graph, dual-dimension index, and lint tool. / 面向 AI 检索的个人知识库启动套件，兼容 OKF v0.2，含概念关联网络、双维度索引和体检工具。

Transform scattered documentation into a living, version-controlled catalog with built-in data lineage tracking.

Cross-agent Claude Code / Codex skill to author, convert, and validate Markdown in Open Knowledge Format (OKF).

MCP server exposing OKF knowledge bundles to AI agents via semantic search.

Why an OKF knowledge base needs a metabolism, not just a body — the automation layer Google's spec leaves out. By Team Dub Labs.

LLM Knowledge Base — a Claude Code + Obsidian starter kit

Roam-style navigation, backlinks, search, and validation for Open Knowledge Format bundles in Emacs.

CLI and Python library for querying, navigating, and authoring Google Open Knowledge Format (OKF) bundles. Adds semantic search, link graph traversal, and agent-friendly progressive disclosure to plain markdown knowledge bases.

Local-first developer workbench for Open Knowledge Format bundles

Harness-owned reader/author for Pi-agent OKF (Open Knowledge Format) knowledge bundles

A local-first, model-agnostic system that compiles sources into durable Markdown for Claude and Codex.

Open Knowledge Format (OKF v0.2) as a first-class Amplifier capability — validate, index, query, extend, and age-check any directory of knowledge documents, with per-write enforcement.

Public demonstrator of the HemySphere L1/L2/L3 vault doctrine (Karpathy LLM-Wiki family, Google-OKF-conformant bundle) - daily L1 ingest of WorldMonitor open-intelligence data, daily AI-synthesised L2 briefs under a CI-enforced editorial contract, and a queryable cross-channel knowledge graph, published as a read-only static site.

Portable scaffold for spinning up focused workspaces (batcaves) in any agentic coding tool — Claude Code, Amplifier, Cursor, Codex CLI, Amp, Cline, RooCode, Aider, Gemini CLI, Windsurf. One persona + one OKF knowledge bundle, freshness-aware.

A local-first AI knowledge platform powered by Ollama and Open Knowledge Format (OKF).

A portable Claude Code skill that turns Claude into the librarian of an OKF-style markdown knowledge base (compile / synthesize / audit).

Kennis-verzamelapp: leg notities, foto's, documenten en links vast en laat Claude ze omzetten in een Open Knowledge Format-kennisbank met kennisgraaf. Self-hosted, vanilla PHP.

Local, private MCP server for a markdown/Obsidian vault - NVIDIA nemotron-3-embed-1b semantic search, pure-JS int8 vector store, read/write/delete tools. Local only, never published to npm.

Comparison and assessment of Google Cloud's Open Knowledge Format (OKF) from a local-first agent-memory perspective. AgentOS by Nadi Adatepe.

An OKF house profile + zero-dependency validator that keeps my portfolio repos' knowledge bundles conformant.

Starter template for agent-driven projects: an OKF knowledge bundle, a decision register (ADRs), planning docs, and the agent working-hygiene rules that keep them from drifting.

Hands-on demo of two agent-friendly knowledge formats: Andrej Karpathy's llm-wiki pattern and Google's Open Knowledge Format (OKF) — the same Claude knowledge base organized both ways.

A CLI for authoring, validating, linting and searching Open Knowledge Format (OKF) bundles.

Local-first OKF v0.2 template for a personal or company second brain

Deterministisches CLI- und Automations-Toolkit für einen markdownbasierten Second-Brain-Vault – Feeds, Metadaten-Enrichment, OKF-Wissensbündel, E-Mail. Kein Agenten-Framework, kein LLM-SDK.