Best OKF Bundles for AI Agents July 2026
Curated list of the top Open Knowledge Format bundles for AI agents — ranked by community adoption, quality, and practical utility. Updated weekly from 825 indexed bundles.
Quick Overview
The OKF ecosystem has grown from zero to 825 bundles since Google launched the format in June 2026. Here are the bundles getting the most traction across key categories:
Top 25 OKF Bundles by Stars
Ranked by GitHub stars as of July 2026. Star count is a strong signal of community adoption and quality.
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, embe
Distill videos, PDFs, transcripts, and notes into source-backed teacher Agent Skills.
AI-native engineering environment management that makes your codebase agent-ready.
Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundari
Persistent memory plugin for OpenCode. Obsidian-style knowledge base that survives across sessions
Your architecture as OKF Markdown in Git, and one C4 map you can walk. Scanned from source, curated by you and your agen
An Open Knowledge Format (OKF) bundle of Cole Medin's best AI-coding videos — mount it in any AI second brain and search
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 bundl
An OKF (Open Knowledge Format) knowledge base + Karpathy-style LLM wiki synthesized from Cole Medin's entire long-form Y
OKF-powered knowledge context for Claude Code — injects your project's knowledge base at every session
AI chat, workflow automation, semantic search (RAG), LLM Wiki (OKF) powered by Google Gemini. Works on both desktop and
A fast, open-source Rust toolkit for generating, validating and serving Open Knowledge Format (OKF) knowledge bases from
An Open Knowledge Format (OKF) bundle of Cole Medin's best AI-coding videos — mount it in any AI second brain and search
OWOX Model Canvas — visual editor for data models in the Open Knowledge Format (OKF)
Turn docs into agent-readable knowledge bundles using Open Knowledge Format (OKF)
OWOX Model Canvas — visual editor for data models in the Open Knowledge Format (OKF)
A portable Claude Code skill (/okf) to create, read, maintain & visualize Open Knowledge Format (OKF) bundles - knowledg
The OKF toolkit for Claude Code — author, maintain, validate & visualize Open Knowledge Format bundles. Claude Code plug
CLI tool for managing Open Knowledge Format (OKF) bundles.
Turn docs into agent-readable knowledge bundles using Open Knowledge Format (OKF)
A portable Claude Code skill (/okf) to create, read, maintain & visualize Open Knowledge Format (OKF) bundles - knowledg
Kiso is a publishing engine that turns Open Knowledge Format (OKF) bundles into static websites for humans and AI agents
First general Wiki MCP following google's Open Knowledge Format. Let your agent to use, manage, maintain, and health che
By Category
Browse the most active categories in the OKF ecosystem:
How to Choose the Right Bundle
- For AI agent memory: Look for bundles tagged with "memory", "knowledge-base", or "second-brain" — like iwe or echoes-vault-opencode
- For developer tools: Check the "developer-tools" and "cli" categories — okf-knowledge and Open Knowledge CLI are popular
- For domain knowledge: Browse by specific topics like "robotics", "compliance", or "data-modeling"
- For Claude Code / Cursor users: Look for bundles with "claude-code" or "opencode" tags — they're designed for agent-native consumption
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