AgentIndex icon
AgentIndex
akb logo
akb
★ 163
vs
shokunin logo
shokunin
★ 112

akb vs shokunin

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.; shokunin: Shokunin provides persistent AI memory for developers with 38 skills, multi-strategy recall (vector + BM25 + temporal), and ChromaDB memory. It is fully offline, zero server costs, and works on Windows and Linux. The system includes MCP servers, declarative self-updates, and a memory test suite.

01

TL;DR

akb logo
akbMemory & Context · ★ 163

Provide persistent memory and knowledge management for AI coding agents

Read akb full review →
shokunin logo
shokuninMemory & Context · ★ 112

Persistent coding context across multiple sessions

Read shokunin full review →
02

Side-by-Side Comparison

Field
akb logoakb
shokunin logoshokunin
Category
Memory & Context
Memory & Context
Stars
★ 163
★ 112
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
irm https://raw.githubusercontent.com/EliasOulkadi/shokunin/master/install.ps1 | iex
Updated
1d ago
2w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent, claude, claude-code
ai-agent-skills, ai-engineering, chromadb
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)
shokunin logoshokunin
01Multi-strategy recall (vector, BM25, temporal)
02ChromaDB persistent memory across sessions
0338 domain-specific skills with procedural workflows
04MCP server support for filesystem, fetch, memory
05Fully offline, no API costs, no telemetry
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
shokunin logoshokunin
↳Persistent coding context across multiple sessions
↳Resume and continue previous development work seamlessly
↳Local AI-assisted development without cloud dependencies
FAQ

FAQ

What is the difference between akb and shokunin?
Both akb and shokunin are in the Memory & Context category. akb has 163 stars, while shokunin has 112 stars.
Which is better, akb or shokunin?
The best choice depends on your use case. Choose akb if Provide persistent memory and knowledge management for AI coding agents, and shokunin if Persistent coding context across multiple sessions.
Is akb free or open source?
Yes, akb is open source on GitHub (NOASSERTION).
Is shokunin free or open source?
Yes, shokunin is open source on GitHub (MIT).
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Related

Alternatives to akb →Alternatives to shokunin →akb details →shokunin details →