AgentIndex icon
AgentIndex
superlocalmemory logo
superlocalmemory
★ 255
vs
ClawMem logo
ClawMem
★ 212

superlocalmemory vs ClawMem

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.; ClawMem: ClawMem is a local context engine providing retrieval-augmented memory for AI agents like Claude Code, OpenClaw, and Hermes. It combines multiple retrieval and scoring techniques (BM25, vector search, intent classification, graph traversal) to surface relevant context. It integrates via hooks, MCP server, or plugins, and shares a single SQLite vault across runtimes.

01

TL;DR

superlocalmemory logo
superlocalmemoryRAG / Knowledge Base · ★ 255

IDE integration (Claude Code, Cursor, Windsurf)

Read superlocalmemory full review →
ClawMem logo
ClawMemRAG / Knowledge Base · ★ 212

Persistent memory for AI coding assistants across sessions

Read ClawMem full review →
02

Side-by-Side Comparison

Field
superlocalmemory logosuperlocalmemory
ClawMem logoClawMem
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 255
★ 212
License
AGPL-3.0
MIT
Install Command
npm install -g superlocalmemory
npm install -g clawmem
Updated
1d ago
3d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent-memory, agent-reliability, ai-agents
ai-agent-memory, ai-agents, bun
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)
ClawMem logoClawMem
01Retrieval-augmented memory with hybrid search (BM25 + vector + reranking)
02Self-evolving memory notes (A-MEM)
03Local, no cloud dependencies
04Multi-framework integration (Claude Code, OpenClaw, Hermes, MCP)
05Intelligent context surfacing and lifecycle management
04

Use Cases

superlocalmemory logosuperlocalmemory
↳IDE integration (Claude Code, Cursor, Windsurf)
↳CI/CD pipelines
↳Agent frameworks (OpenClaw, Codex, Goose)
ClawMem logoClawMem
↳Persistent memory for AI coding assistants across sessions
↳Context-aware development with project-specific knowledge
↳Multi-agent shared memory for collaborative AI workflows
FAQ

FAQ

What is the difference between superlocalmemory and ClawMem?
Both superlocalmemory and ClawMem are in the RAG / Knowledge Base category. superlocalmemory has 255 stars, while ClawMem has 212 stars.
Which is better, superlocalmemory or ClawMem?
The best choice depends on your use case. Choose superlocalmemory if IDE integration (Claude Code, Cursor, Windsurf), and ClawMem if Persistent memory for AI coding assistants across sessions.
Is superlocalmemory free or open source?
Yes, superlocalmemory is open source on GitHub (AGPL-3.0).
Is ClawMem free or open source?
Yes, ClawMem is open source on GitHub (MIT).
Cloud Infrastructure
Ad

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit
→

Related

Alternatives to superlocalmemory →Alternatives to ClawMem →superlocalmemory details →ClawMem details →