# Best semantic-search OKF Bundles for AI Agents

> Semantic search OKF bundles provide structured knowledge for AI agents.

**6 bundles** · **19 total stars**

## Top semantic-search OKF Bundles

### 1. 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/

### 2. crystalline
- **Author:** jordiboehme
- **Stars:** 7
- **Description:** 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.
- **OKF Conformant:** No
- **Tags:** agent-memory, ai-agents, ai-memory, claude-desktop, cli
- **Link:** https://bundledex.net/bundles/crystalline/

### 3. 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/

### 4. 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/

### 5. 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/

### 6. 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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