AgentIndex icon
AgentIndex
totem logo
totem
★ 17
vs
memtrace-public logo
memtrace-public
★ 504

totem vs memtrace-public

totem: Totem is a set of CLI tools that provides persistent memory and enforcement layer for AI agents. It uses deterministic hooks to remember lessons the AI forgets, catching architectural mistakes before they become permanent. Totem runs entirely offline and completes linting in under 2 seconds.; memtrace-public: Memtrace is a persistent memory layer for coding agents. It builds a bi-temporal, episodic, structural knowledge graph from your codebase's AST, enabling agents to remember and reason about code structure, evolution, and dependencies. It runs entirely locally, indexing code in seconds and providing sub-millisecond query latency.

01

TL;DR

totem logo
totemMemory & Context · ★ 17

Prevent AI agents from repeating architectural mistakes

Read totem full review →
memtrace-public logo
memtrace-publicMemory & Context · ★ 504

Codebase exploration and understanding

Read memtrace-public full review →
02

Side-by-Side Comparison

Field
totem logototem
memtrace-public logomemtrace-public
Category
Memory & Context
Memory & Context
Stars
★ 17
★ 504
License
Apache-2.0
NOASSERTION
Install Command
pnpm dlx @mmnto/cli init
npm install -g memtrace && memtrace start
Updated
3d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai-agents, ast-grep, cli
ai-agents, code-intelligence, code-search
03

Features

totem logototem
01Offline linting in under 2 seconds
02Convert plain-English lessons into enforceable rules
03Git hooks for pre-push enforcement
04Cross-repo semantic memory via local knowledge base
05MCP server for agent context retrieval
memtrace-public logomemtrace-public
01AST-based structural knowledge graph
02Bi-temporal version history with 6 scoring modes
03Cross-service HTTP API topology
04Hybrid search (BM25 + vector embeddings + RRF)
0525+ MCP tools and 12 agent skills
04

Use Cases

totem logototem
↳Prevent AI agents from repeating architectural mistakes
↳Enforce project-specific coding conventions and lessons
↳Provide persistent context to AI agents across sessions
memtrace-public logomemtrace-public
↳Codebase exploration and understanding
↳Change impact and refactoring analysis
↳Incident investigation and root cause analysis
05

Best For

totem logototem
—
memtrace-public logomemtrace-public
Trending
FAQ

FAQ

What is the difference between totem and memtrace-public?
Both totem and memtrace-public are in the Memory & Context category. totem has 17 stars, while memtrace-public has 504 stars.
Which is better, totem or memtrace-public?
The best choice depends on your use case. Choose totem if Prevent AI agents from repeating architectural mistakes, and memtrace-public if Codebase exploration and understanding.
Is totem free or open source?
Yes, totem is open source on GitHub (Apache-2.0).
Is memtrace-public free or open source?
Yes, memtrace-public is open source on GitHub (NOASSERTION).
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Related

Alternatives to totem →Alternatives to memtrace-public →totem details →memtrace-public details →