Universal memory layer for AI Agents

What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

Memory engine and app that is extremely fast, scalable. The Memory API for the AI era.

Memray is a memory profiler for Python

Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.

Memory for 24/7 proactive agents like openclaw (moltbot, clawdbot).

SQL Native Memory Layer for LLMs, AI Agents & Multi-Agent Systems

Cross-platform lib for process and system monitoring in Python

Agent S: an open agentic framework that uses computers like a human

Lightweight real-time memory management application to monitor and clean system memory on your computer.

Your favorite self-hostable alternative to Google Timeline (Google Location History)

An advanced memory forensics framework

AI memory OS for LLM and Agent systems(moltbot,clawdbot,openclaw), enabling persistent Skill memory for cross-task skill reuse and evolution.

Deliver experiences best suited to a user's device and network constraints

Linux运维监控工具，支持系统硬件信息，内存，CPU，温度，磁盘空间及IO，硬盘smart，GPU，防火墙，网络流量速率等监控，服务接口监测，大屏展示，拓扑图，端口监控，进程监控，docker监控，日志监控，文件防篡改，数据库监控，指令批量下发执行，web ssh，Linux面板(探针)，告警，SNMP监测，K8S，Redis，Nginx，Kafka，资产管理，计划任务，密码管理，工作笔记

MineContext is your proactive context-aware AI partner（Context-Engineering+ChatGPT Pulse）

A framework for finding JavaScript memory leaks and analyzing heap snapshots

OpenViking is an open-source context database designed specifically for AI Agents(such as openclaw). OpenViking unifies the management of context (memory, resources, and skills) that Agents need through a file system paradigm, enabling hierarchical context delivery and self-evolving.

Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.

This free RAM cleaner uses native Windows features to optimize memory areas. It's a compact, portable, and smart application.