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Causal memory layer for AI agents — MCP server that records decision→outcome relationships. Survives compaction.

An open-source, self-hosted social AI agent across QQ, Telegram, Feishu/Lark and personal clients, with persistent identity, long-term memor

Compartment, farklı AI agents arasında paylaşılan ve yerel olarak şifreli tutulan kalıcı bir memory sunucusudur.

Neden yükseliyor · 69 günde 581 yıldız ve son 28 günde 34 commit, projeye belirgin ilgi ve yakın dönem geliştirme aktivitesi gösteriyor. Farklı agent istemcileriyle entegrasyon ve offline/encrypted yaklaşımı ilgi çekici; ancak yükselişin kesin nedeni mevcut verilerden belirlenemez. Son 28 gündeki 2 farklı yazar, katkının dar bir grupta toplandığını düşündürüyor.

Shared, persistent memory for AI agents. Self-hosted MCP server with semantic search, vector RAG, and live updates. Works with Claude, Curso

The open memory layer for collective agent awareness — a vendor-neutral MCP service for shared AI-agent memory.

A 125-task benchmark for knowledge-mediated implicit associations and retrieval blind spots in long-term agent memory.

雨落下的地方，记忆会再次开花。可自部署的 AI 长期记忆与聊天网关。Self-hosted AI memory & chat gateway for long-term conversations.

我们的港湾

A self-hosted, private-first LLM companion and memory assistant.

Memmy Agent, farklı AI agent’lar arasında ortak ve kalıcı bağlam sunan bir memory hub ile agent runtime sağlayan bir uygulamadır.

Neden yükseliyor · 73 günlük yaşına rağmen 1.987 yıldız ve son 28 günde 499 commit ile 15 farklı yazarın katkısı var; bu, yalnızca README iddialarından ibaret olmayan belirgin bir geliştirme hareketliliğine işaret ediyor. Farklı agent’lar arasında bağlamı taşıma ihtiyacı da güncel ve görünür bir kullanım alanı.

ReflectWorld-MM: An Entity-Oriented Multimodal Memory System for Open-Ended Video Stream

Long-term memory infrastructure for .NET AI agents with semantic, temporal, spatial and robotics memory, hybrid retrieval, and pluggable pro

Octop, kişisel kullanım ve küçük ekipler için self-hosted, çok kullanıcılı ve multi-agent bir AI asistanı platformudur.

Neden yükseliyor · 81 günlük yaşına karşı 5.143 yıldız, son 28 günde 320 commit ve 20 farklı yazar kayda değer ilgi ve geliştirme temposuna işaret ediyor. Self-hosted kullanım, çok kullanıcılı yapı ve geniş entegrasyon kapsamı da dikkat çekici; ancak bu metrikler tek başına üretim kalitesini veya benimsenmeyi kanıtlamaz.

A free, open-source desktop app for getting work done with AI. It shows you what it would remember before it saves anything.

An open-source AI companion that actually remembers you — runs entirely on your own Mac or server. Desktop pet · long-term memory · proactiv

Pi coding agent extension packages — tools, skills, and integrations.

Executable memory & cognitive harness for AI agents. Let your agent learn, remember, and build its own guardrails.

🏛️ Memory OS for AI agents — every conversation becomes a catalog card (archive no · entities · evidence · trace back to the transcript). Fo

AI assistant in Telegram that remembers everything and helps you run your life. Self-hosted in one command.

A lightweight memory engine for AI agents using fuzzy graphs, Hebbian updates, and optional LLM gating.

Local-first AI companion daemon — an agent harness with its own long-term memory. Remembers you, grows with you, extends and repairs itself.

Agent-native long-term memory that learns after every run. File-native, auditable, and integrated with Pi, Hermes, OpenCode, and OpenClaw.

Long-term memory for AI agents with no LLM call: an MCP server and Claude Code plugin, plus local-first context compression for LLM apps.

AI Town Portable is a browser-based multi-agent simulation built on Generative Agents, with LLM-driven residents, long-term memory, planning

Claude Code harness and alternative to context compaction: at 80% context it writes a verified capsule, runs /clear and resumes with persist

Agent 通用长期记忆层：Agent 将重要信息按类型记录为多篇可读的 markdown 记忆文档，文档以链接形式列在限长索引中，索引随会话自动注入。DeepSeek Harness（dsh）有专用插件 dsh-engramory。

小丑鱼（Clownfish）：本机优先、带长期记忆的 AI 工作应用，支持对话、能力任务、办公文件与持续工作。

Raise your own AI partner — an open-source, local-first AI agent platform with persistent memory and evolving personality.

Emotional long-term memory framework for AI agents and companions

A local-first cognitive architecture for building a persistent digital companion with memory, reasoning, personality, and long-term learning

Open-source CLI and Agent plugin suite for EverMe — cross-device, cross-Agent personal memory for AI Agents.

Precision-aware retrieval benchmark for LLM memory systems.

Source-grounded MCP memory runtime and Obsidian-compatible vault template for LLM agents.

Claude Code memory system — auto context injection, drift detection, compounding, FTS5/vector search, Obsidian vault export. Zero core deps.

Durable, file-based long-term memory for AI agents. Five-package plugin family: SDK, CLI, MCP server, Hermes adapter, and a LangGraph BaseSt

Embedded long-term memory database for AI agents & LLM apps. Six-layer cognitive architecture, knowledge graph, hybrid BM25 + vector search,

Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.

Self-hosted AI companion with a simulated daily life, long-term memory, and consistent-identity selfies. Your keys, your data, your machine.

Most AI agents forget you the moment the tab closes. Constellation Engine gives them a hippocampus — a living star map with spreading activa

A traceable personal memory layer that carries verified state across apps, models, and AI agents.

memX: self-learning, self-maintaining memory plugin for AI agents; native support for claude code, codex, and openclaw

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

A cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works

Open-source bitemporal knowledge graph — long-term memory for AI agents. Hybrid retrieval, conflict-aware ingest, GDPR forget. REST + native

The #1 Obsidian MCP for AI memory — freshness-aware, cited, local-first and read-only by default. Dataview, Bases, PDFs, every agent.

Open memory & reliability layer for AI agents + independent judging/verification (NACRE judge, caliber-bench meta-benchmark, preregistered c

Experiential world memory to help AI when web search is not enough.

Persistent decision memory for AI agents: rationale, rejected approaches, and entity history. Connect any compatible agent through local MCP

Dynamic emotion system framework for Hermes Agent - real-time emotion detection,Long-term memory, context management, and recall systems, st

🥝 Self-hosted memory gateway for AI companions — OpenAI-compatible proxy with vector search, memory heat, Dream consolidation and calendar-l