Best ai-agents OKF Bundles for AI Agents

Markdown memory system for you and your AI agent

OKF-powered knowledge context for Claude Code — injects your project's knowledge base at every session. Includes OKF-conformant index.md with YAML frontmatter and cross-linked concept files.

Portable, always-fresh docs for agents and humans. A Surface hub is a conformant OKF concept; Surface adds freshness governance by anchoring sentences to code and blocking the build on drift. Deterministic, no LLM.

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

P.O.W.E.R. - Hybrid Knowledge Management Framework (P.A.R.A. + OKF Overlay + LLM-Wiki + Execution Rules)

A practical project to learn the Open Knowledge Format (OKF) from Google to understand your house.

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

AI-Tadpole-OS a local-first "development platform" a Lily Pad to jump from for running autonomous AI agent teams on your own hardware. Coordinate parallel workflows, maintain full data privacy, and oversee every decision — no cloud required.

MCP server + CLI that turns the task manager you already use into persistent agent memory for Claude Code and any MCP client. Hybrid retrieval (RRF), no vector database. Adapters: TickTick, Obsidian, Notion, GitHub, Airtable, Google, OKF, Taskmaster, Beads.

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.

Safe-by-default Python CLI and MCP server that generates, checks, and updates AGENTS.md / RUNBOOK.md and AI-ready docs (docs/ai, packs, OKF) for AI coding agents, with marker-based patches, diff-first workflow, conservative repo autodetect, and optional LLM-enhanced context.

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.

🧠 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.

P.O.W.E.R. - Hybrid Knowledge Management Framework (P.A.R.A. + OKF Overlay + LLM-Wiki + Execution Rules)

开放知识格式(OKF)的中文资料整理,以及几个把飞书、Obsidian、Notion、GitHub 等转成 OKF 的小工具

A pluggable Model Context Protocol (MCP) server and headless CLI for the Open Knowledge Format (OKF).

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.

Portable, inspectable knowledge bundles for LLM agents.

Signed OKF: a verifiable trust layer for the Open Knowledge Format (OKF) - signed, tamper-evident provenance for agent knowledge.

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.

Open Knowledge Format Skill.

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.

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.

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.

Unified ingestion tool for Google's Open Knowledge Format (OKF): validate, load into a portable DuckDB catalog, and semantically search bundles — from R or Python.

A tiny, dependency-free toolkit for Open Knowledge Format (OKF) bundles: index, link, lint, and progressive-disclosure navigation over plain markdown. No database, no embeddings, no keys.

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.

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

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

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.

Reference implementation: HemmaBo — the host-owned trust layer for vacation rentals: every host runs 0%-commission direct bookings on their own domain, with host-signed, agent-verifiable offers that AI agents can discover, verify, and book directly. https://hemmabo.com

The FAW template family: an agent-run workspace (Commonplace), its shared brain (Lodestar), and the store that keeps them in parity (Chandlery). Plain Markdown + git, agent-agnostic, no lock-in.

The OKF toolkit for Claude Code — author, maintain, validate and visualize Open Knowledge Format bundles. Claude Code plugin + skills.sh integration for creating and managing OKF knowledge bundles directly from your agent.

Agent Wiki is a lightweight OKF-compatible knowledge layer for AI agents, turning documents, code, and project context into portable, retrievable memory.

한국 상장기업 사업보고서(DART)를 Claude로 OKF 마크다운 위키로 구조화한 리서치 지식베이스 — 16개사·212페이지, 기업·그룹·주주·산업·공급망 교차링크

A curated collection of reusable skills, workflows, and knowledge modules for building LLM-powered okf-compatible wiki systems.

memvault — local knowledge engine for AI agents: capture Codex/Claude/Gemini sessions, hybrid semantic+keyword retrieval, one MCP server for every harness, interactive graph, OKF export.

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

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

A portable Agent Skill that compiles immutable raw sources into an Obsidian-linked OKF v0.1 LLM wiki.

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

Turn any repo, database, or open-data portal into an AI-ready knowledge graph — one command, no LLM, no lock-in. Based on Google's OKF Spec

SKILL.md to create and maintain OKF about your repo

The OpenDPP Integration API as a machine-readable OKF (Open Knowledge Format) bundle — agent-ingestible, cross-linked Markdown for every endpoint, schema and webhook, regenerated from the live OpenAPI spec.

Open Knowledge Format (OKF v0.1) bundle for public procurement — 68,717 tenders across 10 sources / 7 countries, by Lucius AI. Data from The State of Public Procurement 2026.

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。

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