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

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.

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

🧠 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