AgentIndex icon
AgentIndex
claude-engram logo
claude-engram
★ 16
vs
mimirs logo
mimirs
★ 30

claude-engram vs mimirs

claude-engram: Claude Engram provides persistent memory and self-awareness for Claude Code, automatically tracking mistakes, decisions, and context across sessions via hooks. It includes loop detection, scope guards, tiered memory with archiving, semantic intent scoring, and optional local LLM for code analysis.; mimirs: Mímirs provides persistent project memory for AI coding agents, reducing token consumption and context overhead through local indexing, semantic search, cross-session memory, and dependency graphs. It works with multiple editors and is privacy-preserving with no cloud dependencies. The tool achieves 90-98% recall@10 on real codebases.

01

TL;DR

claude-engram logo
claude-engramRAG / Knowledge Base · ★ 16

Automatically remembering past mistakes and decisions across Claude Code sessions

Read claude-engram full review →
mimirs logo
mimirsRAG / Knowledge Base · ★ 30

Reduce token consumption and latency in AI coding sessions

Read mimirs full review →
02

Side-by-Side Comparison

Field
claude-engram logoclaude-engram
mimirs logomimirs
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 16
★ 30
License
MIT
Apache-2.0
Install Command
git clone https://github.com/20alexl/claude-engram.git && cd claude-engram && python -m venv venv && source venv/bin/activate && pip install -e . && python install.py
brew install sqlite && bunx mimirs init --ide claude
Updated
3w ago
4d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai-memory-system, claude, claude-code
ai-coding, claude-code, code-search
03

Features

claude-engram logoclaude-engram
01Auto-tracks mistakes
02Auto-captures decisions
03Detects edit loops
04Survives compaction
05Saves session handoffs
mimirs logomimirs
01Semantic Search with hybrid retrieval (vector + BM25)
02Auto-generated Wiki from indexed code and documentation
03Cross-session Memory with conversation tailing and checkpoints
04Dependency Graphs built from AST import/export analysis
05Annotations attached to files or symbols surfaced in search results
04

Use Cases

claude-engram logoclaude-engram
↳Automatically remembering past mistakes and decisions across Claude Code sessions
↳Context-aware code editing with relevant memory injection
↳Multi-project memory scoping and workspace-level conventions
mimirs logomimirs
↳Reduce token consumption and latency in AI coding sessions
↳Enable agents to maintain context across multiple sessions
↳Improve code search accuracy with AST-aware chunking and hybrid retrieval
FAQ

FAQ

What is the difference between claude-engram and mimirs?
Both claude-engram and mimirs are in the RAG / Knowledge Base category. claude-engram has 16 stars, while mimirs has 30 stars.
Which is better, claude-engram or mimirs?
The best choice depends on your use case. Choose claude-engram if Automatically remembering past mistakes and decisions across Claude Code sessions, and mimirs if Reduce token consumption and latency in AI coding sessions.
Is claude-engram free or open source?
Yes, claude-engram is open source on GitHub (MIT).
Is mimirs free or open source?
Yes, mimirs is open source on GitHub (Apache-2.0).
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