AI Tool

Memmy Agent Review

Memmy Agent is a memory management tool designed to help users keep track of their interactions with various AI tools by organizing preferences and decisions.

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Why it matters

1Memmy Agent is a free and open-source personal memory hub.

2It supports integrations with AI tools such as Cursor, Claude, and Codex.

3The platform is available on macOS 12+ and Windows 10+.

4Memmy Agent provides a unified, self-evolving long-term memory across different AI applications.

About Memmy Agent

Business Model

Open Source

Platforms

macOS 12+, Windows 10+

Target Audience

Individuals who work with multiple AI tools daily.

Pricing Plans

Free & Open Source

Free

• Memory that powers preference understanding
• Task relay
• Privacy with local data storage

Leadership

Unknown

GitHubOpen Source

Specs

API Docs

View Documentation →

GitHub

View Repository →

API Available

Yes, public API

Screenshots

overview

What is Memmy Agent?

Memmy Agent is a personal memory hub and local AI agent tool developed by MemTensor that enables individuals who use multiple AI coding/chat tools to share a unified, self-evolving long-term memory. It distills knowledge, preferences, and project experience into personal memory, ensuring context is maintained across different AI interactions and sessions. Memmy Agent scans local conversation history and provides structured memory to assist in switching between different AI applications, operating locally to give users full control over their data. It aims to prevent AI agents from 'forgetting' past conversations and decisions, fostering a continuous and evolving working relationship with AI.

features

Key Features of Memmy Agent

Memmy Agent offers a suite of features designed to enhance the continuity and privacy of AI interactions. Its core functionality revolves around creating a persistent, local memory layer for various AI tools, ensuring that context and preferences are maintained across different sessions and applications.

Automatically reads local AI collaboration history from supported tools.
Carries project context across different AI coding/chat tools and agents.
Can handle tasks directly, such as organizing materials or merging plans.
Scans local conversation history to ingest and structure information.
Provides structured memory to organize user preferences and decisions.
Distills knowledge, preferences, and project experience into personal memory.
Operates locally, giving users full control over their data for enhanced privacy.
Offers an API for integration, with documentation available at https://memmy.bot/docs/reference/memory-runtime-api.

use cases

Who Should Use Memmy Agent?

Memmy Agent is designed for individuals and developers who frequently interact with multiple AI tools and require a consistent, personalized experience. Its local-first approach and cross-tool memory capabilities address specific pain points in AI-assisted workflows.

People who use multiple AI coding/chat tools (e.g., Cursor, Claude Code, Codex) at once and want them to share one set of memory.
Developers who prioritize local-first data storage and bring-your-own API Keys for their AI interactions.
Everyday users who desire an always-on-desktop, on-call Agent entry point for task management and organization.
Individuals who work with several AI tools daily and need to maintain project context, preferences, and progress when switching between applications or sessions.

how to use

How to Use Memmy Agent

To begin using Memmy Agent, users typically download and install the application on their macOS 12+ or Windows 10+ system. Once installed, it can start scanning local conversation histories from integrated AI tools and building a unified memory.

1Download and install the Memmy Agent application for macOS 12+ or Windows 10+.
2Configure Memmy Agent to scan local conversation history from your preferred AI tools (e.g., Cursor, Claude, Codex).
3Allow Memmy Agent to distill knowledge, preferences, and project experience into its personal memory.
4Utilize the unified memory across different AI applications to maintain context and continuity.
5Access the API for custom integrations or advanced memory management via https://memmy.bot/docs/reference/memory-runtime-api.

pricing

Memmy Agent Pricing & Plans

Memmy Agent is available under a free and open-source model. This allows users to access its full functionality without any monetary cost, aligning with its commitment to local-first data control and community-driven development.

Free & Open Source: Free

Pros

+Provides unified, self-evolving long-term memory across multiple AI tools (e.g., Cursor, Claude, Codex).
+Operates locally, ensuring enhanced data privacy and user control over personal information.
+Free and open-source, making it accessible without financial barriers and allowing community contributions.
+Assists in maintaining project context, preferences, and progress when switching between different AI applications or sessions.
+Offers an API for custom integrations and advanced memory management.

Cons

−A security scan by SkillsLLM as of July 25, 2026, flagged one or more high-severity issues, requiring user review.
−The cross-agent long-term memory experience is still evolving, as suggested by early user interactions.
−Requires local installation on macOS 12+ or Windows 10+, limiting accessibility for web-only users.

Similar Tools

Memmy Agent vs Competitors

Memmy Agent distinguishes itself in the competitive landscape by focusing on a local-first, personal memory hub that unifies context across existing AI tools. While other solutions address AI memory or conversation history, Memmy Agent's emphasis on structured memory for preferences and decisions, combined with its open-source and local data control, provides a unique value proposition.

AI Chat Conversation History Search↗

It allows searching your AI chat history locally across multiple supported AI chat websites, keeping data on your device.

Like Memmy Agent, it focuses on local scanning and organization of AI conversations. However, it is primarily a search tool for existing history rather than actively helping organize preferences and decisions in a structured 'memory' format as Memmy's description implies.

LLMnesia↗

It provides automatic capture and full-text search of your AI conversations across multiple platforms, with all data stored locally.

Similar to Memmy Agent, LLMnesia focuses on local, private management of AI conversation history. Its primary strength is robust search and retrieval, whereas Memmy Agent emphasizes 'structured memory' for preferences and decisions.

AI Conversation Viewer↗

It's an open-source, unified web interface that parses and displays local JSONL conversation history files from various AI platforms.

This tool directly addresses the 'scans local conversation history' aspect of Memmy Agent by working with local files. The trade-off is that it requires a bit more technical setup (running a local web interface) compared to Memmy's potentially more integrated or automated approach, but offers full control as open source.

MemoryPlugin↗

It's a browser extension that integrates directly into AI chat interfaces, allowing users to read, add, and recall context-specific 'memories' from past chats.

MemoryPlugin is very similar to Memmy Agent in its goal of providing AI memory and context. It differentiates by offering active 'memory' management and recall directly within the chat interface, whereas Memmy Agent's description focuses more on scanning and organizing existing history.

See every Memmy Agent alternative, compared→

Visit Memmy Agent↗

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GitHubgithub.com/MemTensor/memmy-agent

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