AgentIndex icon
AgentIndex
memory-bank-mcp logo
memory-bank-mcp
★ 921
vs
piia-engram logo
piia-engram
★ 163

memory-bank-mcp vs piia-engram

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.; piia-engram: piia-engram is a local-first AI identity layer that stores your profile, preferences, lessons learned, and key decisions as local JSON files. It exposes them through the MCP protocol so that all compatible AI tools (like Claude Code, Codex, and Cursor) read the same identity, eliminating the need to re-explain yourself across sessions, tool switches, or updates.

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 →
piia-engram logo
piia-engramMemory & Context · ★ 163

Maintain consistent identity when switching between multiple AI coding tools

Read piia-engram full review →
02

Side-by-Side Comparison

Field
memory-bank-mcp logomemory-bank-mcp
piia-engram logopiia-engram
Category
Memory & Context
Memory & Context
Stars
★ 921
★ 163
License
MIT
Apache-2.0
Install Command
npx -y @smithery/cli install @alioshr/memory-bank-mcp --client claude
pip install piia-engram && engram setup
Updated
1y ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
MCP, Memory Bank, Node.js
ai-agent, ai-identity, ai-memory
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
piia-engram logopiia-engram
01Local-first JSON storage under ~/.engram/
02MCP-native — integrates with any MCP-compatible AI tool
03Cross-tool identity persistence across Claude Code, Codex, Cursor, and more
04Knowledge inheritance across projects
05Passive knowledge capture from session summaries
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.
piia-engram logopiia-engram
↳Maintain consistent identity when switching between multiple AI coding tools
↳Avoid re-explaining preferences and lessons in frequent new AI chat sessions
↳Preserve personal context after AI tool updates or version changes
FAQ

FAQ

What is the difference between memory-bank-mcp and piia-engram?
Both memory-bank-mcp and piia-engram are in the Memory & Context category. memory-bank-mcp has 921 stars, while piia-engram has 163 stars.
Which is better, memory-bank-mcp or piia-engram?
The best choice depends on your use case. Choose memory-bank-mcp if Centralized management of AI model context across various projects., and piia-engram if Maintain consistent identity when switching between multiple AI coding tools.
Is memory-bank-mcp free or open source?
Yes, memory-bank-mcp is open source on GitHub (MIT).
Is piia-engram free or open source?
Yes, piia-engram is open source on GitHub (Apache-2.0).
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Related

Alternatives to memory-bank-mcp →Alternatives to piia-engram →memory-bank-mcp details →piia-engram details →