Havuz

数字生命卡 · 代号 SYNAPSE-1024 · 给陪伴型 AI 的一张会忘事的脑子

Persona AI SDK: default personas, durable character memory, and Bedrock/OpenAI adapters in one package.

Bitemporal AI memory system: six-variable decay, time-graded recall, TTL expiry, dedupe, competitive retrieval (Neo4j + PostgreSQL + Redis)

Thenwise: a local memory of your past Claude Code work, searchable by date and link.

让大肥鱼在 DSH 中长期生活：自主刷 B 站、互动、长期记忆、成长、好友关系与完整经历持久化。

Memory for coding agents that checks itself against your code. Every memory carries evidence; stale facts never reach the context.

Research into flattening compaction strategics

Official repository for MemT-1.0

See, chat by chat, how many MCP processes the Codex desktop app keeps running on your Mac and how much memory they really use. Local, read-o

MIT-licensed agent framework for the AxisVela ecosystem: governed agent loop, model/tool/memory/event primitives, plugins, sandboxing, and p

Keep your AI agent's memory in plain files, so any agent can pick up where the last one left off. Skill + agent install guide + templates.

Persistent knowledge-graph memory for AI agents: MCP server on SurrealDB with spreading activation and decay

Version control and two-way sync for your AI coding agent's files: Claude Code's memory, skills and settings, files it edits, and companion

Memory alerts for Macs that run AI coding agents: which Claude session owns the memory, alerts before macOS runs out, and advice relayed to

Lossless, local, provable memory for AI agents: every Claude Code session kept on your own computer, word for word, compressed and sealed, a

WorldMemBench: A Comprehensive Benchmark for Memory of Video World Models

给你的 AI 一副身体，和一点人味 —— 会记事、会看场合的 QQ 陪聊 + 能控制安卓手机的 MCP

Open-source temporal memory engine for everyday AI applications.

Local long-term memory for AI coding agents. Keeps every conversation word for word, costs nothing to save, and is shared by all your agents

An autonomous, always-on agent on your Android phone. It has its own browser, keeps a wiki memory of you, and hands the heavy jobs to your o

A zero-dependency TypeScript memory kernel that gives any agent long-term memory. No training or backpropagation: each output reads a few ta

Build your own personal AI agent, one mission at a time. Mission 01: your AI learns who it's working for.

Self-hosted, multi-user spaced-repetition (SRS) service: FSRS v6 scheduling, 10 card types, Markdown/TeX, REST API and built-in MCP server.

pi 的持久记忆扩展：自动把会话中的结论、偏好与踩坑提取成原子记忆，归并进场景块并生成用户画像，后续轮次按语义召回注入。

Typed long-term memory for AI agents. One core, an MCP server, and a Hermes plugin.

多场景 AI 工作台：六层总纲 + 拓扑连线图 + 公开版工作台模板（四场景可跑，源码照搬即用）+ 记忆机制。配套集市：https://www.mydsh.xyz 。作者：https://linyujia.me 。注意：不是装完就能用，场景要按自己的内容调试。

Git-versioned, contiguity-checked memory for AI agents: verbatim transcripts, byte-offset recall, no LLM

Relate, sohbetleri yerelde düzenleyip bunlardan hatırlatmalar, taahhütler ve aranabilir bir kişisel hafıza oluşturan self-hosted bir AI asistanıdır.

Neden yükseliyor · Kesin yükseliş nedeni bu verilerden anlaşılamıyor; ancak kişisel sohbetleri hafızaya ve uygulanabilir hatırlatmalara dönüştürme fikri, self-hosted kullanım ve MCP entegrasyonu dikkat çekici bir ürün birleşimi sunuyor. Dört günde 112 yıldız ilgiye işaret etse de yalnızca 3 commit ve 1 farklı yazar, bu ilginin sürdürülebilirliğini veya projenin olgunluğunu henüz kanıtlamıyor.

Claude Code-style auto-memory plugin for DeepSeek Harness (dsh): typed memory files + MEMORY.md index auto-injected into the system prompt.

Kana Input Practice 2026: Best Open-Source Typing Trainer for Japanese Learners

安卓AI聊天端:开箱即聊，无损导入酒馆卡，缓存强省用量，手机操控，专属RP模式，防空回，主动信息，前端卡支持，高定制主题，QQbot，AI群聊，插件系统，强兼容中转站。手机移动端原生支持，求 Star 收藏⭐Android AI Chatbox: lossless SillyTa

Joy — a local-first personal assistant. Rust core (loop / memory / tools / graph / evals), TypeScript gateways + dashboard, Python thin SDK.

Retrieve by relevance, not resemblance: filter an AI assistant's memories with TypeSafe's Jev

A trustworthy context layer for AI that remembers, plans and acts — free text into typed commitments, decisions and memories, each with its

MADRE · Codex, Claude Code, Gemini CLI and OpenCode in one local chat on your machine, with one memory every agent shares. Home for all your

LLM agent 的有界自纠错长期记忆层：把连续、含矛盾的项目交互日志蒸馏成有界、可自更新的记忆库。Bounded, self-correcting long-term memory for LLM agents — candidate pool + value dynamic

Let idle local LLMs sleep and get your Mac's memory back. A native macOS menu bar app to turn Ollama on and off and auto-free idle model RAM

Open plain-text file format for AI memory. Your assistant's long-term memory as .dai files on your disk: readable by Claude, GPT, Gemini, Cu

Memory and state for AI agents: every correction kept with history, and agents that resume from their own records. Runs on your database.

Baron Munchausen — local memory for coding agents that outlives the chat, with a verdict on every answer. Public alpha.

Open-source always on personal agent with its own computer. It remembers your work and keeps going while you're away. Works with any model.

A dual-path memory system for proactive agents. Facts and procedures in a local knowledge graph, exposed as a CLI, MCP tools and skills. No

shared-memory-vault, birden fazla agent’in bulutla senkronize edilen Markdown dosyaları üzerinden ortak hafıza kullanması için kurallar ve otomasyon script’leri sunuyor.

Neden yükseliyor · 23 günlük bir repoda 96 yıldız dikkat çekiyor; agent hafızası ve ortak bilgi tabanı ihtiyacına doğrudan hitap etmesi ilgi görmüş olabilir. Ancak son 28 günde 1 commit ve 1 farklı yazar var; mevcut veriler geliştirme ivmesini veya topluluk katkısını doğrulamıyor.

Long-term memory plugin for DeepSeek Harness (dsh): four-channel retrieval fusion and continuous memory evolution. Memory construction and r

Lossless long-term memory for a personal AI: never summarize, keep every line, put a timestamp on everything.

Cairn.ink Memory: lightweight cross-session memory for AI agents, with receipts.

The memory layer that gets better as you use it. What broke, why, what depended on what, even the "push this to Wednesday" kind of thing tha

Local-first cross-session long-term memory for DeepSeek Harness — 22 narrow tools, hybrid FTS5 + local-vector retrieval, evidence gate, prov

Your AI forgets every session. Give it a memory it can trust: local-first, review-gated agent memory — one SQLite vault for DSH, Claude Code