Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption

The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai

Versatile Almost Local, Eventually Reasonable Assistant 🔫

Send voice notes to Telegram → get organized knowledge base, tasks in Todoist, and daily reports. Persistent memory with Ebbinghaus decay, vault health scoring, knowledge graph. Runs on Claude Code + OpenClaw. 5/mo.

Lightweight Long-Term Memory for LLM Agents.

A minimalist MVP demonstrating a simple yet profound insight: aligning AI memory with human episodic memory granularity. Shows how this single principle enables simple methods to rival complex memory frameworks for conversational tasks.

A systematic AI Agent development tutorial covering LLM agents, RAG, tool use, memory systems, multi-agent systems, LangChain, LangGraph, MCP, and agentic RL.｜从零开始学 AI Agent 开发 | 系统、全面、实战导向的 Agent 开发教程 | 每日自动追踪 arXiv 最新论文 | Learn AI Agent Development from Scratch

HaluMem is the first operation level hallucination evaluation benchmark tailored to agent memory systems.

A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai

MemPrivacy is a privacy-preserving personalized memory management framework for edge-cloud agents.

Agent Waystation · Agent 驿站 — a stopover for AI agents, builders, tools, and field reports

A universal memory and wiki knowledge layer for AI agents — structured enough for automation, readable enough for humans.

A Multiplatform benchmark designed to provide holistic, detailed and close-to-hardware view of memory system performance with family of bandwidth--latency curves.

Autonomous AI agent with persistent memory, self-learning, and earned autonomy. Cognitive partner that remembers, learns, and evolves.

鸣弦/MIXIA Framework (formerly persona-vault) — 人与AI协作的团队操作系统

Built for OpenClaw and beyond, Chat Selfie lets your AI Agent send you emotional selfies in every conversation, with mood-aware replies, heartbeat pushes, and flexible image generation. 让你的 AI Agent 在对话中发送情感自拍。

A Comprehensive Benchmarking Framework for Long-Term Conversational Memory Layers

Production-ready AI infrastructure: RAG with smart reindexing, persistent memory, browser automation, and MCP integration. Stop rebuilding tools for every AI project.

🧠 Claude Code 三层记忆系统 | 结构化存储 + 生命周期管理 + Git追踪 | 官方Auto Memory的管理层 | 一行命令安装 零依赖

Autonomous session memory for Claude Code. Never lose context, never repeat yourself. AI-powered summaries, searchable history, and automatic context injection. 📦 npm install -g memctx