AgentIndex icon
AgentIndex
mnemo-cortex logo
mnemo-cortex
★ 158
vs
Compartment logo
Compartment
★ 584

mnemo-cortex vs Compartment

mnemo-cortex: Mnemo Cortex provides AI agents with persistent, local, and cross-agent memory, enabling deep recall, overnight synthesis, and structured fact management without cloud dependencies. It functions as a cognitive coprocessor, enhancing agent intelligence by automatically capturing and consolidating conversational context across multiple tools and sessions.; Compartment: Compartment provides durable, encrypted, and offline-first memory for AI agents, allowing them to retain decisions and preferences permanently on your local machine. It offers fast hybrid search, robust security features including AEAD encryption, and easy integration with popular AI agents like Claude, Hermes, and OpenClaw without needing cloud accounts or API keys.

01

TL;DR

mnemo-cortex logo
mnemo-cortexMemory & Context · ★ 158

Providing AI agents with persistent, long-term memory that survives sessions and tool switches, preventing amnesia.

Read mnemo-cortex full review →
Compartment logo
CompartmentMemory & Context · ★ 584

Providing long-term memory for AI agents to improve performance over time.

Read Compartment full review →
02

Side-by-Side Comparison

Field
mnemo-cortex logomnemo-cortex
Compartment logoCompartment
Category
Memory & Context
Memory & Context
Stars
★ 158
★ 584
License
MIT
Apache-2.0
Install Command
git clone https://github.com/GuyMannDude/mnemo-cortex.git && cd mnemo-cortex && python -m venv .venv && source .venv/bin/activate && pip install -e .
pip install compartment && compartment init
Updated
1d ago
2d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Active Memory, AI Agents, Cognitive Coprocessor
Agentic Memory, Offline-first, Encrypted Storage
03

Features

mnemo-cortex logomnemo-cortex
01Active Memory: Automatically captures, classifies, and consolidates agent interactions, learning what works over time.
02Cross-Agent Dreaming: Synthesizes recent memories across all agents overnight, creating shared context for collective intelligence.
03Structured Facts: Provides a key-value store with confidence tracking for sub-millisecond exact lookup of entities and attributes, enhancing knowledge accuracy.
04Local-first & No Cloud: Operates entirely on your local machine, guaranteeing privacy and independence from cloud services.
05Document Discovery (The Librarian): Indexes all workspace files (including content snippets) to enable agents to quickly find documents based on fuzzy descriptions.
Compartment logoCompartment
01Durable and encrypted agentic memory stored locally.
02100% offline operation with no network, API keys, or cloud accounts.
03Fast hybrid semantic and keyword search with sub-20ms latency.
04Pre-seeded knowledge base with 6,718 curated facts available at install.
05Cryptographic deletion and hash-chained audit logs ensure data security and integrity.
04

Use Cases

mnemo-cortex logomnemo-cortex
↳Providing AI agents with persistent, long-term memory that survives sessions and tool switches, preventing amnesia.
↳Facilitating seamless collaboration among multiple AI agents by sharing and synthesizing learned context overnight, making collective knowledge available.
↳Creating a private, self-hosted knowledge base for AI agents, ensuring data privacy and eliminating reliance on external cloud services.
↳Storing and retrieving structured factual information with confidence tracking for precise lookups, complementing semantic search for critical data.
↳Safely ingesting and managing developer behavioral claims into an agent's context, including review queues and content detectors for robust privacy and security.
Compartment logoCompartment
↳Providing long-term memory for AI agents to improve performance over time.
↳Enabling AI agents to operate effectively offline with a rich knowledge base.
↳Securely storing sensitive agentic data, decisions, and preferences locally.
↳Sharing a single, encrypted memory vault across multiple AI agents and projects.
↳Automatically preserving full conversation context before agent summarization or compaction.
FAQ

FAQ

What is the difference between mnemo-cortex and Compartment?
Both mnemo-cortex and Compartment are in the Memory & Context category. mnemo-cortex has 158 stars, while Compartment has 584 stars.
Which is better, mnemo-cortex or Compartment?
The best choice depends on your use case. Choose mnemo-cortex if Providing AI agents with persistent, long-term memory that survives sessions and tool switches, preventing amnesia., and Compartment if Providing long-term memory for AI agents to improve performance over time..
Is mnemo-cortex free or open source?
Yes, mnemo-cortex is open source on GitHub (MIT).
Is Compartment free or open source?
Yes, Compartment is open source on GitHub (Apache-2.0).
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