AgentIndex icon
AgentIndex
rms-memory-mcp logo
rms-memory-mcp
★ 40
vs
perseus-vault logo
perseus-vault
★ 72

rms-memory-mcp vs perseus-vault

rms-memory-mcp: RMS Memory MCP provides persistent, local-first memory for AI coding agents, centralizing architectural decisions and user preferences in a structured Markdown vault. It bridges the context gap between different AI IDEs, preventing repetitive re-explanation and maintaining a unified knowledge base for development projects.; perseus-vault: Perseus Vault provides durable, encrypted, local-first memory for AI agents, operating as a single Rust binary with zero dependencies. It integrates seamlessly with popular AI agent frameworks like LangGraph, CrewAI, and AutoGen, offering advanced features like hybrid semantic search, bitemporal queries, and a robust memory lifecycle.

01

TL;DR

rms-memory-mcp logo
rms-memory-mcpMemory & Context · ★ 40

Maintaining consistent architectural context and user preferences across different AI coding IDEs.

Read rms-memory-mcp full review →
perseus-vault logo
perseus-vaultMemory & Context · ★ 72

Provide durable, persistent memory for AI agents across sessions.

Read perseus-vault full review →
02

Side-by-Side Comparison

Field
rms-memory-mcp logorms-memory-mcp
perseus-vault logoperseus-vault
Category
Memory & Context
Memory & Context
Stars
★ 40
★ 72
License
MIT
MIT
Install Command
brew tap max-ramas/tap && brew install rms-memory-mcp
curl -sSf https://raw.githubusercontent.com/Perseus-Computing-LLC/perseus-vault/main/scripts/install.sh | sh
Updated
1w ago
1mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Memory, Context Management, Local-first
AI Agent Memory, Local-first, Persistent Storage
03

Features

rms-memory-mcp logorms-memory-mcp
01Global Centralized Vaults for project context outside the repository.
02Hybrid retrieval combining embedded vector search and full-text search.
03Semantic code memory with Tree-sitter indexing for multiple languages.
04Dynamic auto-installer for seamless integration with multiple IDEs.
05AST-aware Markdown chunking to maintain context within code blocks and lists.
perseus-vault logoperseus-vault
01Bundled semantic search with zero configuration and network dependencies.
02Biomimetic memory lifecycle with Ebbinghaus decay, layer promotion, and automatic archiving.
03AES-256-GCM transparent encryption for stored entity data.
04Recall-first context injection with relevance gating and per-model budget.
05Multiple transport options including stdio, SSE, and HTTP for MCP clients.
04

Use Cases

rms-memory-mcp logorms-memory-mcp
↳Maintaining consistent architectural context and user preferences across different AI coding IDEs.
↳Providing a persistent, centralized knowledge vault for AI agents to query and update.
↳Proactively capturing and persisting architectural decisions, constraints, and solutions to complex problems.
↳Ensuring session continuity by saving and loading development checkpoints during coding tasks.
↳Gaining a structured overview of project context, including recent notes and active checkpoints.
perseus-vault logoperseus-vault
↳Provide durable, persistent memory for AI agents across sessions.
↳Integrate as a memory backend for popular AI agent frameworks (e.g., LangGraph, CrewAI, AutoGen).
↳Export AI agent memories to Personal Knowledge Management (PKM) tools like Obsidian for human review and navigation.
↳Secure, air-gapped deployments requiring local-first operation and data privacy.
FAQ

FAQ

What is the difference between rms-memory-mcp and perseus-vault?
Both rms-memory-mcp and perseus-vault are in the Memory & Context category. rms-memory-mcp has 40 stars, while perseus-vault has 72 stars.
Which is better, rms-memory-mcp or perseus-vault?
The best choice depends on your use case. Choose rms-memory-mcp if Maintaining consistent architectural context and user preferences across different AI coding IDEs., and perseus-vault if Provide durable, persistent memory for AI agents across sessions..
Is rms-memory-mcp free or open source?
Yes, rms-memory-mcp is open source on GitHub (MIT).
Is perseus-vault free or open source?
Yes, perseus-vault is open source on GitHub (MIT).
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