AgentIndex icon
AgentIndex
mcp-memory-service logo
mcp-memory-service
★ 2.0k
vs
shokunin logo
shokunin
★ 112

mcp-memory-service vs shokunin

mcp-memory-service: MCP Memory Service prevents AI assistants from losing context across sessions by automatically capturing project architecture, decisions, and code patterns. This ensures your AI always remembers essential information, eliminating the need for repetitive re-explanation and saving valuable development time.; 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

mcp-memory-service logo
mcp-memory-serviceMemory & Context · ★ 2.0k
When to choose:
  • You use Claude Code, Claude Desktop, Cursor, VS Code or another MCP client and want chat sessions to stop starting from zero.
  • You want a choice of storage: local SQLite, Cloudflare for multi-device sync, or a hybrid.
  • You need team features: the README lists OAuth, a dashboard and document ingestion.
When to skip:
  • Your problem is codebase navigation rather than conversation memory; a code-graph tool or a project scaffold fits better.
  • You handle sensitive material and cannot put it in a persistent store, especially with cloud sync.
  • You want a short README to start from: it mixes release notes with documentation.
Read mcp-memory-service full review →
shokunin logo
shokuninMemory & Context · ★ 112

Persistent coding context across multiple sessions

Read shokunin full review →
02

Side-by-Side Comparison

Field
mcp-memory-service logomcp-memory-service
shokunin logoshokunin
Category
Memory & Context
Memory & Context
Stars
★ 2.0k
★ 112
License
Apache-2.0
MIT
Install Command
pip install mcp-memory-service
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
AI Memory, Context Management, Developer Tools
ai-agent-skills, ai-engineering, chromadb
03

Features

mcp-memory-service logomcp-memory-service
01Persistent Memory
02Smart Retrieval
03Multi-Client Compatibility
04Cloud Sync (Optional)
05Web Dashboard
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

mcp-memory-service logomcp-memory-service
↳Maintaining AI context across multiple development sessions.
↳Avoiding repetitive explanations of project architecture and tech stack to AI.
↳Enhancing continuous and intelligent collaboration with AI assistants.
shokunin logoshokunin
↳Persistent coding context across multiple sessions
↳Resume and continue previous development work seamlessly
↳Local AI-assisted development without cloud dependencies
05

Best For

mcp-memory-service logomcp-memory-service
EssentialTrending
shokunin logoshokunin
—
FAQ

FAQ

What is the difference between mcp-memory-service and shokunin?
Both mcp-memory-service and shokunin are in the Memory & Context category. mcp-memory-service has 2.0k stars, while shokunin has 112 stars.
Which is better, mcp-memory-service or shokunin?
The best choice depends on your use case. Choose mcp-memory-service if Maintaining AI context across multiple development sessions., and shokunin if Persistent coding context across multiple sessions.
Is mcp-memory-service free or open source?
Yes, mcp-memory-service is open source on GitHub (Apache-2.0).
Is shokunin free or open source?
Yes, shokunin is open source on GitHub (MIT).
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