AgentIndex icon
AgentIndex
memory-bank-mcp logo
memory-bank-mcp
★ 921
vs
celiums-memory logo
celiums-memory
★ 23

memory-bank-mcp vs celiums-memory

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.; celiums-memory: Celiums Memory is a cognitive memory engine designed to be embedded within other software like agents and assistants, providing persistent memory, journaling, and an auditable ethics engine. It speaks the Model Context Protocol (MCP) to offer these advanced cognitive capabilities without requiring developers to build them from scratch.

01

TL;DR

memory-bank-mcp logo
memory-bank-mcpMemory & Context · ★ 921

Centralized management of AI model context across various projects.

Read memory-bank-mcp full review →
celiums-memory logo
celiums-memoryMemory & Context · ★ 23

Embedding into AI agents and assistants to provide persistent memory and context

Read celiums-memory full review →
02

Side-by-Side Comparison

Field
memory-bank-mcp logomemory-bank-mcp
celiums-memory logoceliums-memory
Category
Memory & Context
Memory & Context
Stars
★ 921
★ 23
License
MIT
Apache-2.0
Install Command
npx -y @smithery/cli install @alioshr/memory-bank-mcp --client claude
git clone https://github.com/terrizoaguimor/celiums-memory.git && cd celiums-memory && cp .env.example .env && pnpm docker:up
Updated
1y ago
2mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
MCP, Memory Bank, Node.js
Cognitive Memory Engine, Agent Memory, Journaling
03

Features

memory-bank-mcp logomemory-bank-mcp
01Multi-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
celiums-memory logoceliums-memory
01Cognitive Memory with Hybrid Retrieval (vector + full-text + affective/PAD resonance)
02Append-Only Hash-Chained First-Person Agent Journal
03Auditable 4-Layer Ethics Engine for moral evaluation
04Per-User Biological Clock modulating arousal and recall
05Flexible Storage Adapters (SQLite for local/embedded, Postgres+Qdrant+Valkey for clustered)
04

Use Cases

memory-bank-mcp logomemory-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.
celiums-memory logoceliums-memory
↳Embedding into AI agents and assistants to provide persistent memory and context
↳Implementing auditable ethical guidance and decision-making for AI systems
↳Developing applications requiring first-person journaling and causal chain tracking for agents
↳Building scalable knowledge bases with hybrid retrieval capabilities for AI applications
↳Integrating advanced cognitive functions into any MCP-compatible client or custom software
FAQ

FAQ

What is the difference between memory-bank-mcp and celiums-memory?
Both memory-bank-mcp and celiums-memory are in the Memory & Context category. memory-bank-mcp has 921 stars, while celiums-memory has 23 stars.
Which is better, memory-bank-mcp or celiums-memory?
The best choice depends on your use case. Choose memory-bank-mcp if Centralized management of AI model context across various projects., and celiums-memory if Embedding into AI agents and assistants to provide persistent memory and context.
Is memory-bank-mcp free or open source?
Yes, memory-bank-mcp is open source on GitHub (MIT).
Is celiums-memory free or open source?
Yes, celiums-memory is open source on GitHub (Apache-2.0).
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Related

Alternatives to memory-bank-mcp →Alternatives to celiums-memory →memory-bank-mcp details →celiums-memory details →