AgentIndex icon
AgentIndex
dory logo
dory
★ 13
vs
akb logo
akb
★ 163

dory vs akb

dory: Dory is a local-first memory daemon that gives every AI agent the same brain. It uses Markdown as source of truth and SQLite as a disposable sidecar, providing a narrow API for agents to read and write shared memory. This eliminates the need to re-explain context across different tools like Claude, Codex, opencode, etc.; 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.

01

TL;DR

dory logo
doryMemory & Context · ★ 13

Persistent memory across different coding agents (Claude, Codex, etc.)

Read dory full review →
akb logo
akbMemory & Context · ★ 163

Provide persistent memory and knowledge management for AI coding agents

Read akb full review →
02

Side-by-Side Comparison

Field
dory logodory
akb logoakb
Category
Memory & Context
Memory & Context
Stars
★ 13
★ 163
License
MIT
NOASSERTION
Install Command
git clone <dory-repo-url> && cd dory && uv sync --frozen && mkdir -p data/corpus && export DORY_CORPUS_ROOT="$PWD/data/corpus" && export DORY_INDEX_ROOT="$PWD/.dory/index" && export DORY_AUTH_TOKENS_PATH="$PWD/.dory/auth-tokens.json" && uv run dory init
cp config/app.yaml.example config/app.yaml && cp config/secret.yaml.example config/secret.yaml && docker compose up -d
Updated
4mo ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agents, ai-agents, claude-code
agent, claude, claude-code
03

Features

dory logodory
01Local-first memory daemon with Markdown as source of truth
02Narrow API: wake, search, get, memory-write, link
03Native MCP support and HTTP daemon
04Supports multiple AI agents (Claude, Codex, opencode, etc.)
05Deployable via Docker, CLI, or as a durable service
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)
04

Use Cases

dory logodory
↳Persistent memory across different coding agents (Claude, Codex, etc.)
↳Session context recovery and cross-tool state management
↳Human-readable audit trail via Markdown and git
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
FAQ

FAQ

What is the difference between dory and akb?
Both dory and akb are in the Memory & Context category. dory has 13 stars, while akb has 163 stars.
Which is better, dory or akb?
The best choice depends on your use case. Choose dory if Persistent memory across different coding agents (Claude, Codex, etc.), and akb if Provide persistent memory and knowledge management for AI coding agents.
Is dory free or open source?
Yes, dory is open source on GitHub (MIT).
Is akb free or open source?
Yes, akb is open source on GitHub (NOASSERTION).
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Related

Alternatives to dory →Alternatives to akb →dory details →akb details →