Best markdown OKF Bundles for AI Agents

Markdown memory system for you and your AI agent

Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and progressive disclosure. Slashes token bloat by 80% with zero external databases or dependencies. Built in pure Go.

Your architecture as OKF Markdown in Git, and one C4 map you can walk. Scanned from source, curated by you and your agents.

Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/HTTP access.

Persistent memory plugin for OpenCode. Obsidian-style knowledge base that survives across sessions

Persistent memory plugin for Codex. Obsidian-style knowledge base that survives across sessions

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.

Kiso is a publishing engine that turns Open Knowledge Format (OKF) bundles into static websites for humans and AI agents.

skill: maintain repo docs under the Open Knowledge Format + fast doc/schema lookup (find_docs.py). Grep-first, script-fallback.

AI-XF, the AI eXchange Format. A strict superset of Google's Open Knowledge Format (OKF) v0.2: stable identity, typed relationships, provenance, media identity, federation with evidence. Every AI-XF bundle is a valid OKF bundle.

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

AIX — AI eXchange Format. A strict superset of Google's Open Knowledge Format (OKF) v0.2: stable identity, typed relationships, provenance, media identity, federation. Every AIX bundle is a valid OKF bundle.

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

Open Knowledge Format with JSONSchema

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.

OMI/Obsidian memory tooling (Open Knowledge Format) for AI agents: reproduce the integration on any machine, plus a local web app to view, edit, and add memory entries.

Open standard for portable AI knowledge interchange — JSON-LD + Markdown dual format with W3C PROV provenance, bi-temporal tracking, entity relationships, and OKF support.

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.

Your personal universal memory for every AI agent. Switch engines. Same mind. Git-native, zero-infra, plain markdown + MCP.

🧠 Knowledge-Driven Development (KDD): ready-to-use template combining OKF (knowledge as linked markdown nodes) + CCDD (deterministic contracts for ephemeral AI agents). Clone it, write a contract, and the built-in validator + CI are already working for you.

Memory for your coding agent — markdown project graph template: product, plans, features, bugs, specs, architecture, releases

A personal knowledge library you and your AI build together: plain markdown notes that link into a knowledge graph, growing one conversation at a time.

AI SEO for WordPress — llms.txt, Markdown endpoints, FAQ + schema, 29 AI crawler controls, E-E-A-T, WebMCP and Google OKF. Makes your content readable by ChatGPT, Perplexity, Claude, Gemini and Google AI Overviews. Works alongside Yoast, Rank Math and AIOSEO. GPL-2.0. By HostMyBlog / Etica Studio.

Pure-Rust document parsing for RAG/agents: PDF · DOCX · HTML · more → byte-deterministic, page+bbox-citable chunks. One binary, zero deps.

A standalone desktop editor for Markdown and MDX. Filesystem-first, source-first, native, keyboard-first, and built for local, portable workflows.

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.

Obsidian-Installationsparty: Schritt für Schritt zum eigenen Second Brain mit Markdown, Open Knowledge Format und KI — Workshop-Material für Einsteigerinnen.

Toolkit for turning Markdown docs bundles into validated OKF knowledge graphs, with a local studio, static site output, and agent-friendly CLI.

Knowledge graph on a canvas. Notes are Markdown files in Open Knowledge Format, with Typst math, PDF-to-graph import with citation verification, and storylines that read and export as documents. Local-first, no account.

Fast, deterministic CLI to search and navigate Open Knowledge Format (OKF), or Obsidian style doc bundles — for humans and AI agents. Find by frontmatter, traverse the link graph, surface orphans/deadlinks.

The easiest CLI tool to bulk ingest documents into Elasticsearch.

SKILL.md to create and maintain OKF about your repo

Ready-to-fork starter for an AI-maintained knowledge base on the Open Knowledge Format (OKF) v0.1 — Markdown + YAML frontmatter, with a Claude Code skill, conformance validator, and EN/TH docs.

最高に軽量な、OKF v0.2 とLLMwiki準拠のローカル知識ベース。1に比べてセキュリティよりも機能性を重視した設計でコンセプトは「空気のように軽く、どこからでもデータ保存」です。

Self-hosted LLM wiki turning project context into OKF memory

Marketing memory for your AI agent — markdown campaign graph template: positioning, launch venues, CRM, posts, mentions, experiments

Zero-dependency .NET implementation of the Open Knowledge Format (OKF) v0.2: knowledge bundles as directories of markdown files with YAML frontmatter. Library, CLI validator, static site renderer, Agent Framework tools and MCP server.

An agent-native knowledge workspace for your life and your code.

用于管理你与 coding agents 之间的意图、上下文与交接流程 —— 基于 Open Knowledge Format（OKF）构建的 Obsidian plugin。

用于管理你与 coding agents 之间的意图、上下文与交接流程 —— 基于 Open Knowledge Format（OKF）构建的 Obsidian plugin。

SkillSafe: portable evidence-linked knowledge vault for AI agents, with a local Python engine, reviewed writes, source anchors and Markdown/OKF exports.

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

Local-first engine that turns your scattered text into a living, portable knowledge base in the Open Knowledge Format (OKF)

Privacy-first offline Markdown editor for Android with OKF bundles, PDF/image export and text-to-speech

OKF conformant agent schemas for LLM-maintained wikis

An enterprise-grade, dual-language (English & Arabic) reference guide and template library for Project Managers, featuring 68+ PMO artifacts spanning the entire project lifecycle.

An AI-first, open-source second brain: plain-markdown notes in a local vault that Claude, Cursor, and other agents read and write directly over MCP. An Obsidian alternative built for the age of agents.

Local-first Open Knowledge Format CLI and MCP server for trusted agent context.

Janet is a local CLI agent for building and maintaining portable OKF project wikis in plain Markdown.

Long-term memory for Codex: preserve decisions and context across chats in a local-first Obsidian/Markdown knowledge base with staged writes you approve and index + graph retrieval. Karpathy-style, OKF-inspired.

Persistent AI memory, shipped as an Agent Plugin: notes as OKF Markdown, cataloged with library and information science, read by any agent over MCP.

Template de governança de IA

Bi-directional Graphify ↔ Google OKF v0.1 integration toolkit. Export knowledge graphs to LLM-optimized Markdown catalogs via progressive disclosure. Bilingual EN/BG.

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

Git-backed markdown wiki for humans and AI agents, web UI and MCP endpoint from one binary

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.

Vendor-neutral control plane for auditable AI knowledge graphs in Obsidian. Provenance intact.

Portable, OKF-compatible company knowledge base in Markdown. Compiles to a hierarchical, scale-ready index for LLMs + an offline HTML viewer for humans — with facets, search-by-meaning, and built-in agent procedures (onboarding, dedup, capture). Works with Claude Code, Codex, Antigravity — or no agent.

Open Knowledge Format Skill.

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

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。

Serve + maintain an OKF (Open Knowledge Format) markdown knowledge bundle: read API + ai-wiki CLI + headless-agent curation. Apache-2.0.

Browse your huge markdown as a website with file tree and outline, in a VSCode extension, on GitHub Pages or running as a local server. Render diagrams, Math, OKF parsing and more

OKF application

Personal context storage in OKF format

MCP server: scan a folder of markdown notes against Open Knowledge Format (OKF) v0.2 and ISO 9001 §7.5.2 / ISO 30401 frontmatter fields, locally, from Claude Code, Cursor, GitHub Copilot or a local model. Bronze/Silver/Gold tiers. Zero content egress.

Philosophy ↔ AI reasoning as one knowledge graph: an OKF v0.1 markdown bundle grounding the Epistemic Operator System in 25 centuries of conceptions of reality, with an interactive site.

Issues and review comments as files, in any git repository, about anything in it.

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

Template de dépôt pour créer une base de connaissance markdown déployable sur un OKF Bundle Hub : manifeste, gouvernance, schéma de front-matter et questionnaire d'instanciation.

Serveur MCP pour bases de connaissance markdown versionnées en git. Des sessions Claude isolées les lisent et y déposent des propositions ; seul le rôle gestionnaire intègre.

Turn any website into a portable, agent-ready Open Knowledge Format (OKF) bundle — no LLM required. Crawl, sync, chat offline, and serve docs to coding agents over MCP.

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.

Use IA grátis de forma avançada com governança profissional

Persistent agent memory for Pi Coding Agent: Markdown/Obsidian knowledge base, daily logs, ADR pages, session continuity. OKF-inspired.

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

OKForest Validate: a GitHub Action that validates Open Knowledge Format (OKF) v0.2 trees, with annotations and a job summary

Convert Obsidian vaults to Open Knowledge Format (OKF) bundles, then validate and repair any OKF bundle. Python CLI, GitHub Action and pre-commit hook.

Scrape a whole website and distill it into an OKF (Open Knowledge Format) bundle

A GitHub-native second memory: a governed markdown knowledge base you and your AI assistants read and write through checked pull requests.

Template documentali OKF v0.2 per il ciclo lavorativo di infrastrutture IT complesse (Assessment -> Design -> Deploy -> Go-Live). Si integra nativamente col Knowledge Vault.

Carrymark: convert Office and PDF documents with Microsoft MarkItDown, embed Markdown in the original files, detect stale content and export OKF bundles locally.

A lightweight way for coding agents to accumulate and reference curated Markdown knowledge — no vector DB, no pre-indexing, no custom code.

AgentPay shared brain published as an Open Knowledge Format (OKF) bundle — Googles open standard for agent-readable knowledge. Pure markdown, no SDK.

OKForest CLI: validate, inventory, and scaffold Open Knowledge Format (OKF) v0.2 trees

A Markdown context vault any AI assistant can read, recall, and update. Clone it, say "set up my vault", get a signed daily brief loop. Free; setup and private builds are paid.

Local-first OKF Markdown second brain with SQLite FTS5, graph retrieval, usage-aware archival, backups, and MCP

Vectorless first-order log-n retrieval for OKF wiki trees — reason through the hierarchy, skip the vector DB

Instant full-text Markdown knowledge base search and management for both humans and AI, written in Rust.

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.

A portable method for AI-maintained knowledge bases — a compounding markdown wiki (Karpathy's LLM-Wiki + Google's OKF + Anthropic's Dreaming). Spanish original included.

Mechanical conformance checker for Markdown docs against the OKF (Open Knowledge Format) profile

Fuzzy finder for Markdown notes: body text + OKF/Portent frontmatter, TUI and pipeable --filter mode

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.

It's Mine or Nothing. Reclaim Our Second Brains, Embrace Google OKF, Slay Every SaaS With Your Own Hands — Join Us.

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

Convert Markdown files and web pages into a conformant Open Knowledge Format (OKF v0.1) bundle. Deterministic Python + optional LLM enrichment. Claude Code skill + standalone CLI.

Retours d'usage, anomalies et demandes d'évolution sur l'outillage du OKF Bundle Hub. Roadmap des évolutions — décidées, reportées, refusées, avec leur motif — et limitations connues. Bundle OKF alimenté par kb_propose, révisé par kb-review.

Free, browser-only tool that turns a tradesperson's job sheet into an OKF v0.2 knowledge bundle — rates, service area, exclusions and escalation rules an AI voice agent can actually read. Nothing leaves your browser. No signup.

A fast, native desktop reader for Open Knowledge Format bundles. Point it at a folder to explore concepts, follow links, and see the structure of what you know.

A small TypeScript toolkit for Open Knowledge Format bundles.

An Obsidian vault that is also an OKF bundle: on-device hybrid search, a local 2B model over MCP, and an explicit knowledge graph. Nothing leaves your machine.

An OKF (Open Knowledge Format) reader/writer implemented as an mq module

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.

Structural validation for Markdown, HTML, OKF, and MDX documentation collections

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

Long-term memory extension for pi — distills sessions into human-readable OKF v0.1 Markdown and recalls them across sessions. Weighted learning, zero dependencies, no build step.

A folder you can drop anything into, that an AI keeps organized as a wiki — portable plain files, OKF-compatible.

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

SSSS — a database-free, Markdown-first schema and mutation contract for AI-agent state. Turn a running business into a single tradeable .ucw file.

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

Starter kit for a Zettelkern vault: an LLM-maintained markdown wiki with typed pages, provenance rules, an append-only log, and a stdlib-only lint script. Karpathy's LLM-wiki pattern, OKF-compatible, works with any agent harness.