memory-bank-mcp
★ 921
vs
claude-mem-lite
★ 67
memory-bank-mcp vs claude-mem-lite
memory-bank-mcp: The Memory Bank MCP Server provides a centralized service for managing memory bank files remotely. It supports multiple projects, ensures file structure consistency, and offers secure, isolated access via the MCP protocol.; claude-mem-lite: claude-mem-lite provides a persistent, cross-session memory system for Claude Code, automatically capturing coding observations and decisions. It uses an MCP server and hooks for efficient, cost-optimized context recall via hybrid full-text and semantic search.
01
TL;DR
memory-bank-mcpMemory & Context · ★ 921
Centralized management of AI model context across various projects.
claude-mem-liteMemory & Context · ★ 67
Recalling past bug fixes and coding decisions across sessions.
02
Side-by-Side Comparison
Field
memory-bank-mcpclaude-mem-liteCategory
Memory & Context
Memory & Context
Stars
★ 921
★ 67
License
MIT
MIT
Install Command
npx -y @smithery/cli install @alioshr/memory-bank-mcp --client claude
npx github:sdsrss/claude-mem-lite
Updated
1y ago
2d ago
Open Source
Yes
Yes
Tags
MCP, Memory Bank, Node.js
Persistent Memory, LLM Memory Management, Claude Code Plugin
03
Features
memory-bank-mcp01Multi-project memory bank management
02Remote access to memory banks via MCP protocol
03Consistent file structure enforcement and validation
04Project isolation for enhanced security
05Comprehensive CRUD operations for memory bank files
claude-mem-lite01Automatic observation capture via Claude Code hooks.
02Hybrid full-text and semantic search (FTS5 + TF-IDF) with RRF.
03Episode batching for significant LLM cost reduction.
04Error-triggered and proactive file history recall.
05Cross-language synonym expansion (CJK↔EN) for enhanced search.
04
Use Cases
memory-bank-mcp↳Centralized management of AI model context across various projects.
↳Providing remote memory bank capabilities to multiple AI assistants or development tools.
↳Integrating with AI clients like Claude, Cursor, or VS Code extensions to enhance their memory functions.
claude-mem-lite↳Recalling past bug fixes and coding decisions across sessions.
↳Maintaining project context for AI coding agents over long periods.
↳Automatically getting relevant historical context when interacting with files.
↳Optimizing LLM token usage and cost for AI agent memory.
↳Zero-touch documentation of coding workflows and lessons learned.
FAQ
FAQ
What is the difference between memory-bank-mcp and claude-mem-lite?
Both memory-bank-mcp and claude-mem-lite are in the Memory & Context category. memory-bank-mcp has 921 stars, while claude-mem-lite has 67 stars.
Which is better, memory-bank-mcp or claude-mem-lite?
The best choice depends on your use case. Choose memory-bank-mcp if Centralized management of AI model context across various projects., and claude-mem-lite if Recalling past bug fixes and coding decisions across sessions..
Is memory-bank-mcp free or open source?
Yes, memory-bank-mcp is open source on GitHub (MIT).
Is claude-mem-lite free or open source?
Yes, claude-mem-lite is open source on GitHub (MIT).
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