Best knowledge-base OKF Bundles for AI Agents

Self-maintaining, Obsidian-compatible knowledge base for pi — turn raw sources into an interlinked wiki that compounds. Native Open Knowledge Format (OKF) v0.2.

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

Janet builds and maintains a portable LLM wiki in plain Markdown using the Open Knowledge Format (OKF). Run her directly, call her as a subagent, or add her skills to your coding agent.

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

Open Knowledge Format with JSONSchema

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.

Your personal universal memory for every AI agent. Switch engines. Same mind. Git-native, zero-infra, plain markdown + MCP.

AI-native engineering environment management that makes your codebase agent-ready.

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

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.

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

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

Turn scattered documents into a knowledge base that maintains a position over time. One append-only ledger of evidence-bearing assertions; the RAG index, knowledge graph, OKF wiki and change report are projections of it.

Long-term memory for CLI agents — cross-CLI, cross-project, cross-session. OKF Wiki + MCP server, model-agnostic.

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.

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.

Governance for AI-written project docs — verify, catch drift, keep them code-grounded, enforce in CI. Zero-dependency, OKF-compatible.

Lightweight desktop reader + chat for okf-kit knowledge bundles — read any docs like a book, chat with cited answers. AGPL-3.0.

SKILL.md to create and maintain OKF about your repo

OpenCode plugin: progressive disclosure + auto-unload for OKF (Open Knowledge Format) knowledge bundles. Inspired by DCP.

OKF conformant agent schemas for LLM-maintained wikis

An AI-first, open-source second brain: plain-markdown notes in a local vault that Claude, Cursor, and other agents read and write directly over MCP. An Obsidian alternative built for the age of agents.

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

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

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

Janet is a local CLI agent for building and maintaining portable OKF project wikis in plain Markdown.

Long-term memory for Codex: preserve decisions and context across chats in a local-first Obsidian/Markdown knowledge base with staged writes you approve and index + graph retrieval. Karpathy-style, OKF-inspired.

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.

Local-first engine that turns your scattered text into a living, portable knowledge base in the Open Knowledge Format (OKF)

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

A VS Code and Cursor extension for exploring Open Knowledge Format (OKF) v0.2 and Karpathy-style LLM wikis—view Markdown, YAML metadata, PDFs, links, outlines, and knowledge graphs, then hand grounded context to AI agents.

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

Weave Skills provides small filesystem-native cognitive operational overlays that keep reasoning operational across long-running engineering work, enabling implementation-grounded continuity and contextual recovery across AI-assisted development sessions.

EU Cyber Resilience Act knowledge base as an OKF bundle for Meerkat and MCP

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.

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

AI-optimized personal knowledge base starter kit. OKF v0.2 compatible with concept graph, dual-dimension index, and lint tool. / 面向 AI 检索的个人知识库启动套件，兼容 OKF v0.2，含概念关联网络、双维度索引和体检工具。

Verificador de fidelidad de citas OKF (Fase 1/3: resolve→retrieve→verify por NLI, CPU-only). MVP verificado: AUC 0.7029 sobre código/CRD.

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.

Philosophy ↔ AI reasoning as one knowledge graph: an OKF v0.1 markdown bundle grounding the Epistemic Operator System in 25 centuries of conceptions of reality, with an interactive site.

Astro source for knowledge.oriz.in — 828 OKF concept files rendered as a warm-paper reader

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

Converts plain markdown into OKF-conformant knowledge bundles

Governance layer for OKF knowledge bases — evidence-based verification, anti-patterns, and consumption priority for safety-critical domains.

Turn any website into a portable, agent-ready Open Knowledge Format (OKF) bundle — no LLM required. Crawl, sync, chat offline, and serve docs to coding agents over MCP.

Multi-agentic biomedical literature evidence extraction, curation, and summarization from PubMed/PMC in Open Knowledge Format (OKF) for downstream machine learning, feature selection, and agentic applications.

Persistent memory for Claude Code — your sessions distilled into a Google OKF knowledge bundle (plain markdown you own, not a database you're locked into) and injected back at the start of every session.

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.

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.

Persistent agent memory for Pi Coding Agent: Markdown/Obsidian knowledge base, daily logs, ADR pages, session continuity. OKF-inspired.

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

LLM-maintained knowledge base (OKF + Karpathy LLM-wiki pattern) for STRT's daily That's a First Digest n8n workflow.

OKF (Open Knowledge Format) bundle of ScalarDB / ScalarDL documentation, per product and per version, for AI-assisted design, implementation and operations

A lightweight way for coding agents to accumulate and reference curated Markdown knowledge — no vector DB, no pre-indexing, no custom code.

Serve + maintain an OKF (Open Knowledge Format) markdown knowledge bundle: read API + ai-wiki CLI + headless-agent curation. Apache-2.0.

A signed, immutable knowledge-distribution format: compile docs (Markdown or Google OKF) into a verifiable pack your AI can search over HTTP byte-ranges, with an independently verifiable cryptographic receipt for every citation.

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

Vectorless first-order log-n retrieval for OKF wiki trees — reason through the hierarchy, skip the vector DB

Instant full-text Markdown knowledge base search and management for both humans and AI, written in Rust.

Public MCP server exposing chirag127's OKF knowledge bundle — search, read, list, related. No auth. CF Worker.

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

A portable method for AI-maintained knowledge bases — a compounding markdown wiki (Karpathy's LLM-Wiki + Google's OKF + Anthropic's Dreaming). Spanish original included.

Local-first agent memory for multi-tool workflows. Markdown vault, session capture, compile-to-notes — OpenCode, Claude Code, Codex, Cursor. No cloud lock-in.

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

Svenska bygg- och planregler som OKF-kunskapsbas: lagar, förordningar och kommunala detaljplaner, en concept per regel

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.

Free, browser-only tool that turns a tradesperson's job sheet into an OKF v0.2 knowledge bundle — rates, service area, exclusions and escalation rules an AI voice agent can actually read. Nothing leaves your browser. No signup.

Claude Code plugin: author, explore, validate, and visualize Google's Open Knowledge Format (OKF) v0.1 bundles.

Hands-on demo of two agent-friendly knowledge formats: Andrej Karpathy's llm-wiki pattern and Google's Open Knowledge Format (OKF) — the same Claude knowledge base organized both ways.

Open-source client tooling for okfshare: shared, versioned knowledge for AI coding agents. CLI + MCP server + agent skill installer.

Astro source for knowledge.oriz.in — 828 OKF concept files rendered as a warm-paper reader

A folder you can drop anything into, that an AI keeps organized as a wiki — portable plain files, OKF-compatible.

Make your documents smart with an automated extraction and reasoning pipeline for agents! Plain, portable & private for simple retrieval.

Curated, sourced knowledge about the software supply chain — SBOM/xBOM, provenance, VEX, licensing and tooling. An Open Knowledge Format bundle where every claim names its source and carries an expiry date. CC BY 4.0.

Local-first YouTube-to-knowledge CLI: timestamped captions + video frames → agent JSON and Google OKF via any OpenAI-compatible VLM.

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.