Comparison
AXME Code vs Alternatives
Several tools solve Claude Code's memory problem. Here is how they compare — features, tradeoffs, and which one fits your workflow.
Feature Comparison
| Feature | AXME Code | claude-mem | MemClaw | CLAUDE.md (manual) |
|---|---|---|---|---|
| Memory type | Structured KB oracle + decisions + memory | 3-tier compressed | Workspace per project | Static file |
| Safety guardrails | Hook-based, 100% reliable | No | No | No |
| Decisions with enforcement | Yes required / advisory levels | No | No | Manual text |
| Session handoff | Automatic | No | No | Manual |
| Background auditor | Yes catches missed items | No | No | No |
| Setup complexity | One command | Heavy Node + Bun + SQLite + vector store | One command | Manual |
| Multi-repo workspaces | 14 workspace formats | No | Yes | Per-file |
| Open source | MIT | Yes | Yes | N/A |
| Works with | Claude Code | Claude Code | Claude Code, Gemini CLI, Codex | Claude Code |
When to Use Each
AXME Code
Best when you want a structured knowledge base with safety enforcement and architectural decision tracking.
- ✓ You need safety guardrails that cannot be bypassed
- ✓ You want architectural decisions with enforcement levels
- ✓ You work across multiple repos in a workspace
- ✓ You want automatic session handoff and background auditing
claude-mem
Best when you want a rich UI with web dashboard and team collaboration features.
- • You prefer a visual dashboard for managing memories
- • You want vector-based semantic search over memories
- • You are comfortable with a heavier dependency stack
MemClaw
Best when you use multiple AI coding tools and want one memory system across all of them.
- • You switch between Claude Code, Gemini CLI, and Codex
- • You want workspace-scoped memory that works across tools
- • You do not need safety guardrails or decision enforcement
CLAUDE.md (manual)
Best for simple projects with few rules that rarely change.
- • Your project has fewer than 20 rules
- • You do not need session continuity or handoff
- • You prefer zero dependencies
Try AXME Code
Structured memory, enforced decisions, and safety guardrails. One command to install, one command to setup.
curl -fsSL https://raw.githubusercontent.com/AxmeAI/axme-code/main/install.sh | bash
cd your-project && axme-code setup
claude