AgentIndex icon
AgentIndex
memory-bank-mcp logo
memory-bank-mcp
★ 921
vs
Zengram logo
Zengram
★ 64

memory-bank-mcp vs Zengram

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.; Zengram: Zengram is a shared memory system for multi-agent AI systems, enabling agents to store and retrieve memories across machines. It features typed memory, dual storage (Qdrant + SQLite/Postgres), multi-path search, and cross-agent capabilities like briefings and corroboration. Self-hosted, open-source, with MCP server and SDKs.

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 →
Zengram logo
ZengramMemory & Context · ★ 64

Cross-agent memory sharing across different machines

Read Zengram full review →
02

Side-by-Side Comparison

Field
memory-bank-mcp logomemory-bank-mcp
Zengram logoZengram
Category
Memory & Context
Memory & Context
Stars
★ 921
★ 64
License
MIT
MIT
Install Command
npx -y @smithery/cli install @alioshr/memory-bank-mcp --client claude
git clone https://github.com/ZenSystemAI/zengram.git && cd zengram && cp .env.example .env && docker compose up -d
Updated
1y ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
MCP, Memory Bank, Node.js
claude, claude-ai, claude-code
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
Zengram logoZengram
01Typed memory: events, facts, statuses, decisions
02Dual storage with semantic and structured search
03Multi-path search (vector, BM25, entity graph) with RRF fusion
04Cross-agent capabilities: briefings, corroboration, credential scrubbing
05Self-hosted, open-source, with MCP server and SDKs
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.
Zengram logoZengram
↳Cross-agent memory sharing across different machines
↳Session reflection and context retrieval for agents
↳Logging memories from automation tools (e.g., n8n) for AI agents
FAQ

FAQ

What is the difference between memory-bank-mcp and Zengram?
Both memory-bank-mcp and Zengram are in the Memory & Context category. memory-bank-mcp has 921 stars, while Zengram has 64 stars.
Which is better, memory-bank-mcp or Zengram?
The best choice depends on your use case. Choose memory-bank-mcp if Centralized management of AI model context across various projects., and Zengram if Cross-agent memory sharing across different machines.
Is memory-bank-mcp free or open source?
Yes, memory-bank-mcp is open source on GitHub (MIT).
Is Zengram free or open source?
Yes, Zengram is open source on GitHub (MIT).
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Related

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