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.

36 bundles · 353 total stars

Top knowledge-base OKF Bundles

1

echoes-vault-opencode

OKF ✓

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

agentic-memoryai-agentdeveloper-toolsknowledge-base
2

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.

ai-agentsclaude-codeclaude-code-pluginknowledge-base
3

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.

agentaiknowledge-basellm-wiki
4

agent-knowledge

OKF ✓

Build and maintain a portable knowledge base as an Open Knowledge Format (OKF) bundle — the kb-* agent skill family.

agent-skillsclaude-codeknowledge-basellm-wiki
5

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.

mcpwikiknowledge-baseagent
6

mnemos

OKF ✓

Local-first MCP memory server for AI agents, with source citations and OKF/Markdown knowledge bases.

ai-meclaude-codedeveloper-toolsfts5
7

abode101

OKF ✓

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

aiai-agentsgoogle-okfknowledge-base
8

data-olympus

OKF ✓

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

ai-agentsknowledge-baseknowledge-managementmarkdown
9

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.

agent-memoryai-agentsai-memoryclaude-desktop
10

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.

cliwikiknowledge-basemarkdown
11

okf-lint

OKF ✓

OKF-style docs knowledge-base linter: frontmatter, cross-links, generated indexes, staleness. Zero deps, CLI + API.

clidocsdocumentationfrontmatter
12

okf-schema

OKF ✓

Open Knowledge Format with JSONSchema

clifrontmatterjsonschemaknowledge-base
13

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.

ai-agentsclaude-codeknowledge-basellm
14

factile

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

cligolangknowledge-baselocal-first
15

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.

ai-agentsclaude-codecodexdeveloper-tools
16

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.

agent-skillsagentic-aiai-agentsknowledge-base
17

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.

ai-agentsduckdbknowledge-baseokf
18

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.

ai-agentsclaudeclidocumentation
19

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.

agent-memoryagentic-workflowai-agentscli
20

pi-okf

OKF ✓

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

agent-memoryagentic-aiai-agentsclaude
21

self-grow-wiki

OKF ✓

FANUC RAG Knowledge Base — pluggable retrieval + SAG hybrid search + OKF concepts. 97.4% flywheel, 29ms avg. pip install rag-fanuc.

chromadbentity-graphfanucindustrial-robotics
22

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.

anthropicclaudedocumentationknowledge-base
23

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.

claude-codeknowledge-baseokfvault
24

Nova

A self-bootstrapping AI-maintained knowledge vault \u2014 Obsidian + OpenCode + Zettelkasten

ai-agentknowledge-baseobsidian-vaultokf
25

brain

OKF ✓

A local-first AI knowledge platform powered by Ollama and Open Knowledge Format (OKF).

aiarabicdesktop-appembeddings
26

cite-citadel

LLM-maintained, fully-cited personal wiki in Open Knowledge Format — with an MCP server so an AI can search and read it.

agenticai-toolscitationsclaude
27

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.

dbagenerative-aiknowledge-basemachine-learning
28

lan-master-nes-kb

This archive preserves the technical legacy of Lan Master, transforming raw assembly into transferable software engineering knowledge.

knowledge-baselan-masternesokf
29

llm-wiki-skill-kit

OKF ✓

Shareable LLM Wiki skill kit for Obsidian-compatible agent knowledge bases

agentsclaude-codehermesknowledge-base
30

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.

ai-agentsclaude-codecodexknowledge-base
31

okf-author

OKF ✓

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

agent-skillsai-agentsanthropicclaude-code
32

okf-cli

Converts plain markdown into OKF-conformant knowledge bundles

knowledgeknowledge-baseokfopen-knowledge-format
33

okf-llm-wiki

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

ai-agentsclaudeknowledge-baseknowledge-management
34

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.

aasai-agentsapi-documentationdigital-product-passport
35

waqwaq

OKF ✓

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

ai-agentsgolangknowledge-basellm
36

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.

agentsknowledge-basellmmarkdown

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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