AgentIndex icon
AgentIndex
shokunin logo
shokunin
★ 112
vs
locus logo
locus
★ 15

shokunin vs locus

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.; locus: Locus provides persistent project-aware memory for AI coding tools, using three memory layers: structural, semantic, and episodic. It works with any MCP-compatible client and offers 14 tools and 3 resources for exploring, searching, and managing memory. Carbon Copy enables passive conversation capture for later recall.

01

TL;DR

shokunin logo
shokuninMemory & Context · ★ 112

Persistent coding context across multiple sessions

Read shokunin full review →
locus logo
locusMemory & Context · ★ 15

Maintain project context across AI coding sessions to avoid losing architectural decisions and file structure awareness

Read locus full review →
02

Side-by-Side Comparison

Field
shokunin logoshokunin
locus logolocus
Category
Memory & Context
Memory & Context
Stars
★ 112
★ 15
License
MIT
MIT
Install Command
irm https://raw.githubusercontent.com/EliasOulkadi/shokunin/master/install.ps1 | iex
npx -y locus-memory@latest install codex
Updated
2w ago
4mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai-agent-skills, ai-engineering, chromadb
ai-memory, claude-code, codex-cli
03

Features

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
locus logolocus
01Three memory layers: structural (auto-parsed), semantic (user-curated), episodic (auto-captured)
02Carbon Copy passive conversation capture via inbox-based event protocol
0314 MCP tools for exploring, recalling, searching, remembering, and managing memory
04FTS5 full-text search across all memory layers and conversation events
054-layer security: metadata-only, file denylist, content redaction, audit UX
04

Use Cases

shokunin logoshokunin
↳Persistent coding context across multiple sessions
↳Resume and continue previous development work seamlessly
↳Local AI-assisted development without cloud dependencies
locus logolocus
↳Maintain project context across AI coding sessions to avoid losing architectural decisions and file structure awareness
↳Store and retrieve important decisions and their rationale for consistent development practices
↳Passively capture conversation history from coding sessions for later search and recall
FAQ

FAQ

What is the difference between shokunin and locus?
Both shokunin and locus are in the Memory & Context category. shokunin has 112 stars, while locus has 15 stars.
Which is better, shokunin or locus?
The best choice depends on your use case. Choose shokunin if Persistent coding context across multiple sessions, and locus if Maintain project context across AI coding sessions to avoid losing architectural decisions and file structure awareness.
Is shokunin free or open source?
Yes, shokunin is open source on GitHub (MIT).
Is locus free or open source?
Yes, locus is open source on GitHub (MIT).
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