# Best rag OKF Bundles for AI Agents

> OKF bundles offer a simpler alternative to complex RAG pipelines: structured markdown documents.

**26 bundles** · **143 total stars**

## Top rag OKF Bundles

### 1. obsidian-gemini-helper
- **Author:** takeshy
- **Stars:** 102
- **Description:** AI chat, workflow automation, semantic search (RAG), LLM Wiki (OKF), and dashboards with reading memos powered by Google Gemini. Works on both desktop and mobile.
- **OKF Conformant:** Yes
- **Tags:** gemini, llm, llm-wiki, obsidian, rag
- **Link:** https://bundledex.net/bundles/obsidian-gemini-helper/

### 2. mnemos
- **Author:** arhuman
- **Stars:** 8
- **Description:** Local-first MCP memory server for AI agents, with source citations and OKF/Markdown knowledge bases.
- **OKF Conformant:** Yes
- **Tags:** ai-me, claude-code, developer-tools, fts5, go
- **Link:** https://bundledex.net/bundles/mnemos/

### 3. agentic-task-system
- **Author:** renezander030
- **Stars:** 7
- **Description:** MCP server + CLI that turns the task manager you already use into persistent agent memory for Claude Code and any MCP client. Hybrid retrieval (RRF), no vector database. Adapters: TickTick, Obsidian, Notion, GitHub, Airtable, Google, OKF, Taskmaster, Beads.
- **OKF Conformant:** No
- **Tags:** agent-context, agent-memory, ai-agents, airtable, claude
- **Link:** https://bundledex.net/bundles/agentic-task-system/

### 4. gemini-okf-compiler
- **Author:** vishal-raaj-dnd
- **Stars:** 7
- **Description:** The Universal Open Knowledge Format (OKF) Ingestion Compiler. Convert PDF, DOCX, Markdown, and HTML into structured, cross-linked RAG context graphs using Google Gemini.
- **OKF Conformant:** Yes
- **Tags:** context-optimization, document-parser, gemini, google-ai, knowledge-graph
- **Link:** https://bundledex.net/bundles/gemini-okf-compiler/

### 5. docparse-rs
- **Author:** yzlabai
- **Stars:** 6
- **Description:** Pure-Rust document parsing for RAG/agents: PDF · DOCX · HTML · more → byte-deterministic, page+bbox-citable chunks. One binary, zero deps.
- **OKF Conformant:** Yes
- **Tags:** agent, markdown, okf, pdf, rag
- **Link:** https://bundledex.net/bundles/docparse-rs/

### 6. OKF_Studio_EGT
- **Author:** ahn1305
- **Stars:** 3
- **Description:** 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.
- **OKF Conformant:** Yes
- **Tags:** agentic-ai, ai-agents, genai, knowledge-graph, knowledge-management
- **Link:** https://bundledex.net/bundles/okf-studio-egt/

### 7. open-knowledge-format-starter
- **Author:** supachai-j
- **Stars:** 2
- **Description:** 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.
- **OKF Conformant:** Yes
- **Tags:** ai-agents, claude-code, knowledge-base, llm, llm-wiki
- **Link:** https://bundledex.net/bundles/open-knowledge-format-starter/

### 8. edu_effect-okf
- **Author:** lloydrichards
- **Stars:** 1
- **Description:** Use Effect v4 (beta) to create CLI tools and services that can parse, validate, ingest, query, and reason over OKF bundles, integrated with RAG (Retrieval-Augmented Generation) via ChromaDB
- **OKF Conformant:** Yes
- **Tags:** effect-ts, okf, rag
- **Link:** https://bundledex.net/bundles/edu-effect-okf/

### 9. lore
- **Author:** rafcip
- **Stars:** 1
- **Description:** 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 Conformant:** Yes
- **Tags:** agent-skills, agentic-ai, ai-agents, knowledge-base, knowledge-management
- **Link:** https://bundledex.net/bundles/lore/

### 10. okf-desktop
- **Author:** vinodborole
- **Stars:** 1
- **Description:** Lightweight desktop reader + chat for okf-kit knowledge bundles — read any docs like a book, chat with cited answers. AGPL-3.0.
- **OKF Conformant:** Yes
- **Tags:** agpl, desktop-app, documentation, knowledge-base, offline
- **Link:** https://bundledex.net/bundles/okf-desktop/

### 11. okf-ingest
- **Author:** travisjakel
- **Stars:** 1
- **Description:** 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 Conformant:** Yes
- **Tags:** ai-agents, duckdb, knowledge-base, okf, open-knowledge-format
- **Link:** https://bundledex.net/bundles/okf-ingest/

### 12. okf-kit
- **Author:** mitchellvanrijkom
- **Stars:** 1
- **Description:** 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 Conformant:** No
- **Tags:** ai-agents, claude, cli, documentation, knowledge-base
- **Link:** https://bundledex.net/bundles/okf-kit/

### 13. okf-tools
- **Author:** hdean-ssp
- **Stars:** 1
- **Description:** 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.
- **OKF Conformant:** Yes
- **Tags:** agent-memory, agentic-workflow, ai-agents, cli, embeddings
- **Link:** https://bundledex.net/bundles/okf-tools/

### 14. self-grow-wiki
- **Author:** Ikalus1988
- **Stars:** 1
- **Description:** FANUC RAG Knowledge Base — pluggable retrieval + SAG hybrid search + OKF concepts. 97.4% flywheel, 29ms avg. pip install rag-fanuc.
- **OKF Conformant:** Yes
- **Tags:** chromadb, entity-graph, fanuc, industrial-robotics, knowledge-base
- **Link:** https://bundledex.net/bundles/self-grow-wiki/

### 15. taiwan-building-code-rag-benchmark
- **Author:** YuJunWang
- **Stars:** 1
- **Description:** An advanced AI knowledge retrieval architecture comparison (Hybrid RAG vs Graph RAG vs OKF-Wiki), benchmarked on the Taiwan Building Regulations dataset.
- **OKF Conformant:** No
- **Tags:** agentic-rag, benchmark, bm25, building-code, chromadb
- **Link:** https://bundledex.net/bundles/taiwan-building-code-rag-benchmark/

### 16. OKF RAG
- **Author:** killop
- **Stars:** 0
- **Description:** OKF-based Retrieval-Augmented Generation system. Includes sample OKF bundles with index.md and concept files, plus RAG benchmarking against OKF-structured knowledge.
- **OKF Conformant:** Yes
- **Tags:** rag, retrieval, knowledge-memory, benchmark
- **Link:** https://bundledex.net/bundles/okf-rag/

### 17. brain
- **Author:** aliahmad1967
- **Stars:** 0
- **Description:** A local-first AI knowledge platform powered by Ollama and Open Knowledge Format (OKF).
- **OKF Conformant:** Yes
- **Tags:** ai, arabic, desktop-app, embeddings, fastapi
- **Link:** https://bundledex.net/bundles/brain/

### 18. cite-citadel
- **Author:** MarkusNeusinger
- **Stars:** 0
- **Description:** LLM-maintained, fully-cited personal wiki in Open Knowledge Format — with an MCP server so an AI can search and read it.
- **OKF Conformant:** No
- **Tags:** agentic, ai-tools, citations, claude, cli
- **Link:** https://bundledex.net/bundles/cite-citadel/

### 19. iMon
- **Author:** JacksonHe04
- **Stars:** 0
- **Description:** It's Mine or Nothing. Moon Escape: Reclaim Our Second Brains, Embrace Google OKF, Slay Every SaaS With Your Own Hands — Join Us.
- **OKF Conformant:** Yes
- **Tags:** markdown, okf, rag, tiptap
- **Link:** https://bundledex.net/bundles/imon/

### 20. knox
- **Author:** jr2804
- **Stars:** 0
- **Description:** Knowledge Organizer for eXtended documents (KNOX). Python knowledge management tool that uses OKF v0.1 as its default output format. Supports ACP, MCP, RAG, vector search, and knowledge graphs.
- **OKF Conformant:** Yes
- **Tags:** okf, open-knowledge-format, knowledge-management, python, rag
- **Link:** https://bundledex.net/bundles/knox-km/

### 21. memvault
- **Author:** heonyus
- **Stars:** 0
- **Description:** 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 Conformant:** Yes
- **Tags:** ai-agents, claude-code, codex, knowledge-base, mcp
- **Link:** https://bundledex.net/bundles/memvault/

### 22. okf-convert
- **Author:** chapter42
- **Stars:** 0
- **Description:** 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.
- **OKF Conformant:** Yes
- **Tags:** claude-code, geo, knowledge-graph, llm, markdown
- **Link:** https://bundledex.net/bundles/okf-convert/

### 23. okf-everything
- **Author:** JacksonHe04
- **Stars:** 0
- **Description:** It's Mine or Nothing. Moon Escape: Reclaim Our Second Brains, Embrace Google OKF, Slay Every SaaS With Your Own Hands — Join Us.
- **OKF Conformant:** Yes
- **Tags:** markdown, okf, rag, tiptap
- **Link:** https://bundledex.net/bundles/okf-everything/

### 24. okf-operational-layer
- **Author:** teamdublabs
- **Stars:** 0
- **Description:** Why an OKF knowledge base needs a metabolism, not just a body — the automation layer Google's spec leaves out. By Team Dub Labs.
- **OKF Conformant:** Yes
- **Tags:** ai-agents, knowledge-management, llm, okf, open-knowledge-format
- **Link:** https://bundledex.net/bundles/okf-operational-layer/

### 25. okfgen
- **Author:** bushans
- **Stars:** 0
- **Description:** Turn any repo, database, or open-data portal into an AI-ready knowledge graph — one command, no LLM, no lock-in. Based on Google's OKF Spec
- **OKF Conformant:** Yes
- **Tags:** ai-agents, bigquery, ckan, cli, context-engineering
- **Link:** https://bundledex.net/bundles/okfgen/

### 26. rag-local
- **Author:** MauricioPerera
- **Stars:** 0
- **Description:** Local-first RAG memory for LLMs: Node server with ONNX embeddings, OKF-structured chunks, portable vector bundles, and REST + Web UI + CLI + MCP interfaces
- **OKF Conformant:** No
- **Tags:** embeddings, llm, local-first, mcp, nodejs
- **Link:** https://bundledex.net/bundles/rag-local/

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