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 286 indexed bundles.
Quick Overview
The OKF ecosystem has grown from zero to 286 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
Distill videos, PDFs, transcripts, and notes into source-backed Agent Skills. Uses OKF/OKF-format for structured knowled
Persistent memory plugin for OpenCode. Obsidian-style knowledge base that survives across sessions
OKF-powered knowledge context for Claude Code — injects your project's knowledge base at every session. Includes OKF-con
AI chat, workflow automation, semantic search (RAG), LLM Wiki (OKF), and dashboards with reading memos powered by Google
An Open Knowledge Format (OKF) bundle of Cole Medin's best AI-coding videos — mount it in any AI second brain and search
Visual editor for data models in the Open Knowledge Format (OKF). Model, visualize, and export data schemas as OKF-confo
Repository for OKF infrastructure and systems administration tools
A portable Claude Code skill (/okf) to create, read, maintain & visualize Open Knowledge Format (OKF) bundles - knowledg
Turn docs into agent-readable knowledge bundles using Open Knowledge Format (OKF). Converts documentation websites and l
A portable Claude Code skill to create, read, maintain and visualize Open Knowledge Format bundles as plain, git-version
Skill: maintain repo docs under the Open Knowledge Format with fast doc/schema lookup (find_docs.py). Grep-first, script
An Open Knowledge Format (OKF) bundle of Cole Medin's best AI-coding videos. Mount it in any AI second brain and search
Portable, always-fresh docs for agents and humans. A Surface hub is a conformant OKF concept; Surface adds freshness gov
Universal OKF-based memory system for the Hermes agent — structured, persistent, agent-readable knowledge storage using
Structured, spec-driven development workflow for AI coding agents.
Agent-first local harness for OKF-compatible LLM Wikis. A desktop app for browsing, searching, and managing OKF knowledg
First general Wiki MCP following google's Open Knowledge Format. Let your agent to use, manage, maintain, and health che
Open Knowledge Format agentic skills — a Go-based toolkit for creating and managing OKF-conformant agent skills. Powers
A publishing engine that turns Open Knowledge Format (OKF) bundles into beautiful, searchable documentation sites. Desig
OKF conformance testing suite — validates whether a knowledge bundle correctly follows the Open Knowledge Format specifi
Go CLI toolkit for the Open Knowledge Format (OKF) — agentic-first, JSON-native, vendor-neutral
OKF-based Retrieval-Augmented Generation system. Includes sample OKF bundles with index.md and concept files, plus RAG b
Build and maintain a portable knowledge base as an Open Knowledge Format (OKF) bundle — the kb-* agent skill family.
First general Wiki MCP following Google's Open Knowledge Format. Lets your agent use, manage, maintain, and health-check
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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