AgentIndex icon
AgentIndex
superlocalmemory logo
superlocalmemory
★ 255
vs
m3-memory logo
m3-memory
★ 29

superlocalmemory vs m3-memory

superlocalmemory: SuperLocalMemory V3 is a local-first AI agent memory system that uses mathematical techniques (differential geometry, algebraic topology, stochastic analysis) to replace cloud LLM dependency. It offers three operating modes, achieves high benchmark scores, and is EU AI Act compliant.; m3-memory: M3 Memory provides persistent, local memory for MCP agents using SQLite, hybrid retrieval, and optional cross-device sync. It stores facts, decisions, and preferences across sessions, with contradiction handling and knowledge graph features. It works offline and integrates with Claude Code, Gemini CLI, and other MCP-compatible agents.

01

TL;DR

superlocalmemory logo
superlocalmemoryRAG / Knowledge Base · ★ 255

IDE integration (Claude Code, Cursor, Windsurf)

Read superlocalmemory full review →
m3-memory logo
m3-memoryRAG / Knowledge Base · ★ 29

Coding agents like Claude Code or Gemini CLI need persistent memory across sessions

Read m3-memory full review →
02

Side-by-Side Comparison

Field
superlocalmemory logosuperlocalmemory
m3-memory logom3-memory
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 255
★ 29
License
AGPL-3.0
Apache-2.0
Install Command
npm install -g superlocalmemory
curl -fsSL https://raw.githubusercontent.com/skynetcmd/m3-memory/main/install.sh | bash
Updated
1d ago
4d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent-memory, agent-reliability, ai-agents
agentic-memory, ai-agents, ai-memory
03

Features

superlocalmemory logosuperlocalmemory
015-channel hybrid retrieval (Semantic, BM25, Entity Graph, Temporal, Hopfield)
02Auto-learned soft prompts and adaptive memory lifecycle
03Skill evolution with performance tracking
04Tiered storage (active/warm/cold/archived)
05Trust & Security (Bayesian trust scoring, ABAC, audit trail)
m3-memory logom3-memory
01Persistent memory across sessions
02Hybrid retrieval (FTS5 + vector + MMR)
03Contradiction detection and automatic supersession
04Knowledge graph with entity extraction
05Optional cross-device bi-directional sync
04

Use Cases

superlocalmemory logosuperlocalmemory
↳IDE integration (Claude Code, Cursor, Windsurf)
↳CI/CD pipelines
↳Agent frameworks (OpenClaw, Codex, Goose)
m3-memory logom3-memory
↳Coding agents like Claude Code or Gemini CLI need persistent memory across sessions
↳Multi-agent teams sharing a local memory store with handoffs and scoping
↳Developers requiring local-first memory with optional sync across devices
FAQ

FAQ

What is the difference between superlocalmemory and m3-memory?
Both superlocalmemory and m3-memory are in the RAG / Knowledge Base category. superlocalmemory has 255 stars, while m3-memory has 29 stars.
Which is better, superlocalmemory or m3-memory?
The best choice depends on your use case. Choose superlocalmemory if IDE integration (Claude Code, Cursor, Windsurf), and m3-memory if Coding agents like Claude Code or Gemini CLI need persistent memory across sessions.
Is superlocalmemory free or open source?
Yes, superlocalmemory is open source on GitHub (AGPL-3.0).
Is m3-memory free or open source?
Yes, m3-memory is open source on GitHub (Apache-2.0).
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Related

Alternatives to superlocalmemory →Alternatives to m3-memory →superlocalmemory details →m3-memory details →