Best knowledge-base OKF Bundles for AI Agents
Knowledge base OKF bundles provide structured knowledge for AI agents working in this domain. These bundles are designed to be loaded directly into agent context, giving your AI assistant the domain expertise it needs without manual setup or complex infrastructure. Browse the top bundles below to find the right one for your workflow.
Top knowledge-base OKF Bundles
echoes-vault-opencode
OKF ✓Persistent memory plugin for OpenCode. Obsidian-style knowledge base that survives across sessions
Claude Mega Brain
OKF ✓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.
wiki-as-an-mcp
First general Wiki MCP following google's Open Knowledge Format. Let your agent to use, manage, maintain, and health check the wiki (knowledge base) for you. The wiki is general purpose.
agent-knowledge
OKF ✓Build and maintain a portable knowledge base as an Open Knowledge Format (OKF) bundle — the kb-* agent skill family.
Wiki as MCP
OKF ✓First general Wiki MCP following Google's Open Knowledge Format. Lets your agent use, manage, maintain, and health-check a wiki (knowledge base). General-purpose OKF wiki server.
mnemos
OKF ✓Local-first MCP memory server for AI agents, with source citations and OKF/Markdown knowledge bases.
abode101
OKF ✓A practical project to learn the Open Knowledge Format (OKF) from Google to understand your house.
data-olympus
OKF ✓Governance-grade, OKF-compatible knowledge-base format with a single-writer MCP server and CLI. Pre-release.
crystalline
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.
Open Knowledge CLI
OKF ✓CLI tool for managing Open Knowledge Format (OKF) bundles. Create, connect, inspect, publish, and maintain local LLM wikis that are readable for both humans and agents. Includes a local Markdown viewer, registry management, and HTML export.
okf-lint
OKF ✓OKF-style docs knowledge-base linter: frontmatter, cross-links, generated indexes, staleness. Zero deps, CLI + API.
okf-schema
OKF ✓Open Knowledge Format with JSONSchema
open-knowledge-format-starter
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.
factile
Local-first Open Knowledge Format CLI and MCP server for trusted agent context.
knowledge-os-plugin
OKF ✓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.
lore
OKF ✓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.
okf-ingest
OKF ✓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.
okf-kit
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.
okf-tools
OKF ✓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.
pi-okf
OKF ✓Harness-owned reader/author for Pi-agent OKF (Open Knowledge Format) knowledge bundles
self-grow-wiki
OKF ✓FANUC RAG Knowledge Base — pluggable retrieval + SAG hybrid search + OKF concepts. 97.4% flywheel, 29ms avg. pip install rag-fanuc.
thats-a-first-crawler
OKF ✓LLM-maintained knowledge base (OKF + Karpathy LLM-wiki pattern) for STRT's daily That's a First Digest n8n workflow.
vault-plugin
OKF knowledge vault plugin for Claude Code. Inbox-to-sources-to-wiki pipeline. Run /vault-init to get started. Turns messy notes into structured OKF knowledge bundles.
Nova
A self-bootstrapping AI-maintained knowledge vault \u2014 Obsidian + OpenCode + Zettelkasten
brain
OKF ✓A local-first AI knowledge platform powered by Ollama and Open Knowledge Format (OKF).
cite-citadel
LLM-maintained, fully-cited personal wiki in Open Knowledge Format — with an MCP server so an AI can search and read it.
dba-knowledge-base
OKF ✓Open, AI-augmented OKF knowledge base for a DBA program — 6 courses on emerging tech, ML, deep learning, generative AI, AI project design & responsible AI.
lan-master-nes-kb
This archive preserves the technical legacy of Lan Master, transforming raw assembly into transferable software engineering knowledge.
llm-wiki-skill-kit
OKF ✓Shareable LLM Wiki skill kit for Obsidian-compatible agent knowledge bases
memvault
OKF ✓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.
okf-author
OKF ✓Cross-agent Claude Code / Codex skill to author, convert, and validate Markdown in Open Knowledge Format (OKF).
okf-cli
Converts plain markdown into OKF-conformant knowledge bundles
okf-llm-wiki
A portable Agent Skill that compiles immutable raw sources into an Obsidian-linked OKF v0.1 LLM wiki.
opendpp-knowledge
OKF ✓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.
waqwaq
OKF ✓Git-backed markdown wiki for humans and AI agents, web UI and MCP endpoint from one binary
zettelkern-starter-kit
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.
How to Choose a knowledge-base OKF Bundle
OKF Conformance
Conformant bundles follow the full specification and work across all OKF-compatible agents. Look for the OKF badge.
Maintenance
Check the last updated date. Recently updated bundles are more likely to work with current agent frameworks.
License
Most bundles use permissive licenses (MIT, Apache-2.0). Check the license field to ensure compatibility.
Agent Compatibility
Bundles with tags like claude-code, mcp, or cursor have specific agent integrations. Choose based on your primary agent.
Related Topics
Frequently Asked Questions
What is a knowledge-base OKF bundle?
A knowledge-base OKF bundle is a portable knowledge package in the Open Knowledge Format that AI agents can load and use. These bundles contain structured markdown documents with YAML frontmatter, organized around knowledge base use cases. They work with Claude Code, Cursor, OpenCode, and any OKF-compatible agent — no SDKs, databases, or API keys required.
Which knowledge-base bundle is best for Claude Code?
The best knowledge-base bundle for Claude Code depends on your specific needs. The bundles above are ranked by GitHub stars — a good proxy for community adoption. Look for bundles with OKF conformance status and recent updates. Claude Code natively supports OKF bundles, so any conformant bundle will work out of the box.
Are these bundles free?
Yes, all OKF bundles on BundleDex are free and open source. They are hosted on public GitHub repositories and can be cloned, forked, and used without any licensing fees or API keys. Just git clone the repository and point your AI agent at the directory.
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