Best knowledge-graph OKF Bundles for AI Agents

Markdown memory system for you and your AI agent

Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/HTTP access.

Open Knowledge Format for coding agents. Author, validate, lint, search, and visualize portable Markdown knowledge bundles. One gem carries the agent skill, the CLI and Ruby library, and an interactive graph. Docker and Claude Code plugin included, 100% local.

AIX (AI eXchange) — an open, OKF-compatible knowledge format with stable identity, typed relationships and provenance.

Open standard for portable AI knowledge interchange — JSON-LD + Markdown dual format with W3C PROV provenance, bi-temporal tracking, entity relationships, and OKF support.

The Universal Open Knowledge Format (OKF) Ingestion Compiler. Convert PDF, DOCX, Markdown, and HTML into structured, cross-linked RAG context graphs using Google Gemini.

Toolkit for turning Markdown docs bundles into validated OKF knowledge graphs, with a local studio, static site output, and agent-friendly CLI.

Transform institutional knowledge into Open Knowledge Format (OKF). OKF Studio ingests enterprise knowledge from multiple sources, structures it into portable OKF bundles, builds linked knowledge graphs, and makes knowledge reusable across LLMs, agents, and applications.

Akasha - 3D WebGL knowledge-graph explorer for Obsidian vaults and OKF bundles

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.

Fast, deterministic CLI to search and navigate Open Knowledge Format (OKF), or Obsidian style doc bundles — for humans and AI agents. Find by frontmatter, traverse the link graph, surface orphans/deadlinks.

An open, interactive knowledge graph of modern AI — 123 concepts from tokens & attention to LoRA, DPO, reasoning models, and agents, with typed connections. Fully offline, zero dependencies. Built on the Open Knowledge Format.

Memory for your coding agent — markdown project graph template: product, plans, features, bugs, specs, architecture, releases

LangGraph and LangChain retriever, tools, and navigator subgraph for OKF (Open Knowledge Format) bundles.

Portable Agent Skills that turn repositories into agent-ready workspaces with AGENTS.md orientation, an OKF/LLM-wiki knowledge layer, reusable skill creation, and harness adapters.

Context Layering & Engineering for Agentic Resources — Persistent memory, intelligent context, and structured project management for Claude Code

InfraWiki writes and maintains your infrastructure documentation for agents in Open Knowledge Format (OKF)

Marketing memory for your AI agent — markdown campaign graph template: positioning, launch venues, CRM, posts, mentions, experiments

The embeddable GraphRAG engine for Python. SQLite-backed, Cypher-powered, with hybrid search, vector indexes, document chunking and OKF agent memory. No server. Built for agents.

The first OKF bundle outside data catalogs — demonstrating the format's power for Dharma knowledge preservation. The key innovation is the `not` field in YAML frontmatter — a list of English mistranslations that AI agents should *avoid* when encountering each concept. No other knowledge format carries this signal for AI Agents / models / LLMs.

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.

Bi-directional Graphify ↔ Google OKF v0.1 integration toolkit. Export knowledge graphs to LLM-optimized Markdown catalogs via progressive disclosure. Bilingual EN/BG.

Static-first reading app for Open Knowledge Format (OKF) bundles - sidebar navigation, concept pages, backlinks, and connection graphs for humans, not just agents

Store, query, and generate knowledge in the Open Knowledge Format (OKF) - markdown bundles with YAML frontmatter, trust signals, CLI, and LLM ingestion.

Signed OKF: a verifiable trust layer for the Open Knowledge Format (OKF) - signed, tamper-evident provenance for agent knowledge.

An advanced AI knowledge retrieval architecture comparison (Hybrid RAG vs Graph RAG vs OKF-Wiki), benchmarked on the Taiwan Building Regulations dataset.

An open, local-first knowledge engine - a second brain for your ai. Your notes stay plain markdown + git — the tapes; your AI reads and writes them behind governance gates. No lock-in.

Local semantic search over the documents on your own Mac. OKF knowledge bundle, hybrid retrieval, MCP server. Nothing leaves the machine.

Open Knowledge Format Skill.

A bilingual academic wiki with searchable knowledge, citation-grounded LLM answers, and agent-readable OKF exports.

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.

Roam-style navigation, backlinks, search, and validation for Open Knowledge Format bundles in Emacs.

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.

Open Knowledge Format (OKF) knowledge indexing into Neo4j for hybrid vector + full-text + graph-expanded retrieval and grounded, cited answer generation.

Weave Context Dashboard is an open-source desktop product for Workspace Exploration and Context Observability over Markdown repositories.

Scrape a whole website and distill it into an OKF (Open Knowledge Format) bundle

AgentPay shared brain published as an Open Knowledge Format (OKF) bundle — Googles open standard for agent-readable knowledge. Pure markdown, no SDK.

Public demonstrator of the HemySphere L1/L2/L3 vault doctrine (Karpathy LLM-Wiki family, Google-OKF-conformant bundle) - daily L1 ingest of WorldMonitor open-intelligence data, daily AI-synthesised L2 briefs under a CI-enforced editorial contract, and a queryable cross-channel knowledge graph, published as a read-only static site.

A Rust lexer and parser for Open Knowledge Format (OKF) Markdown files powered by Pest DSL.

If you want a Karpathy wiki-RAG with OKF tags, but prefer HTML to Markdown, this is it. copy-tag-link is a vendor-neutral, database-optional, local-first evidence package format for shared AI memory: preserve the source, copy useful parts, tag provenance and structure, link everything, then index it with whatever tools you trust.

Data Engineering Knowledge Capture (DEKC) — OKF second brain for data platforms: standard schemas, lineage, streams/jobs, medallion, semantic layer, glossary. Extends PKC + OKF. Claude / Grok / Codex / OpenCode plugin.

Autonomous multi-agent knowledge engineering platform compliant with Open Knowledge Format (OKF) v0.2

Vendor-neutral Go CLI for the Open Knowledge Format. Create, validate, lint, index, search, and graph OKF bundles. Built to be driven by AI agents.

Comparison and assessment of Google Cloud's Open Knowledge Format (OKF) from a local-first agent-memory perspective. AgentOS by Nadi Adatepe.

Convert Markdown files and web pages into a conformant Open Knowledge Format (OKF v0.1) bundle. Deterministic Python + optional LLM enrichment. Claude Code skill + standalone CLI.

MCP server for Open Knowledge Format (OKF) bundles — okf-ingest's deterministic consume verbs (context, search, impact, diff, doctor) as agent tools

Landing page for OKF — the Open Knowledge Format CLI

A fast, native desktop reader for Open Knowledge Format bundles. Point it at a folder to explore concepts, follow links, and see the structure of what you know.

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

A small TypeScript toolkit for Open Knowledge Format bundles.

A CLI for authoring, validating, linting and searching Open Knowledge Format (OKF) bundles.

okft — lint and MCP-serve Open Knowledge Format (OKF) bundles. Spec validator + agent server for Google's OKF v0.1.

Second brain for system architecture information — reverse-engineer monorepos/multi-repos into standard OKF schemas (PKC + SAC). Plugins for Claude Code, Grok, Codex, OpenCode.