AgentIndex icon
AgentIndex
akb logo
akb
★ 163
vs
Audrey logo
Audrey
★ 26

akb vs Audrey

akb: AKB is an agent knowledgebase that serves organizational memory for AI agents over the Model Context Protocol (MCP). It provides hybrid semantic + keyword search, structured tables, files, and a URI graph, all backed by Git for version history. Designed as a drop-in alternative to Confluence or Notion for MCP-aware agents like Claude Code, Cursor, and Windsurf.; Audrey: Audrey is a persistent memory and continuity engine for AI agents, providing local-first storage via SQLite, MCP tools, REST API, and SDKs for JavaScript and Python. It offers durable recall, consolidation, contradiction handling, and benchmark gates without external infrastructure. It integrates seamlessly with Claude Code and supports Docker deployment.

01

TL;DR

akb logo
akbMemory & Context · ★ 163

Provide persistent memory and knowledge management for AI coding agents

Read akb full review →
Audrey logo
AudreyMemory & Context · ★ 26

Providing memory for Claude Code sessions to maintain context

Read Audrey full review →
02

Side-by-Side Comparison

Field
akb logoakb
Audrey logoAudrey
Category
Memory & Context
Memory & Context
Stars
★ 163
★ 26
License
NOASSERTION
MIT
Install Command
cp config/app.yaml.example config/app.yaml && cp config/secret.yaml.example config/secret.yaml && docker compose up -d
npx audrey init
Updated
1d ago
1mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent, claude, claude-code
agents, ai, claude
03

Features

akb logoakb
01Git-backed version history for all documents and files
02MCP (Model Context Protocol) integration via Streamable HTTP and stdio
03Hybrid search (dense + BM25) with RRF fusion
04Structured documents and tables with Markdown and YAML frontmatter
05Explicit knowledge graph with relations (depends_on, related_to, implements)
Audrey logoAudrey
01Local-first memory with SQLite and sqlite-vec
02Multiple interfaces: MCP, CLI, REST, JavaScript, Python, Docker
03Durable operations: snapshot, restore, health checks, benchmark gates, graceful shutdown
04Structured memory: consolidation, decay, contradiction tracking, procedural memory
05Automatic hook-based recall and reflection for Claude Code sessions
04

Use Cases

akb logoakb
↳Provide persistent memory and knowledge management for AI coding agents
↳Replace Confluence or Notion for agent-accessible documentation
↳Manage complex project knowledge with structured docs, tables, and graph relationships
Audrey logoAudrey
↳Providing memory for Claude Code sessions to maintain context
↳Sidecar deployment for REST API based agents
↳Local memory for AI agents in operational domains like fintech and healthcare
FAQ

FAQ

What is the difference between akb and Audrey?
Both akb and Audrey are in the Memory & Context category. akb has 163 stars, while Audrey has 26 stars.
Which is better, akb or Audrey?
The best choice depends on your use case. Choose akb if Provide persistent memory and knowledge management for AI coding agents, and Audrey if Providing memory for Claude Code sessions to maintain context.
Is akb free or open source?
Yes, akb is open source on GitHub (NOASSERTION).
Is Audrey free or open source?
Yes, Audrey is open source on GitHub (MIT).
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Related

Alternatives to akb →Alternatives to Audrey →akb details →Audrey details →