Havuz

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

Open Memory Protocol (OMP): an open protocol for moving and sharing AI-agent memory. Hosted at the AI Disclosures Project, co-convened with

Dialogue memory for AI agents (hermes plugin): auto-recall of facts across sessions, LLM fact extraction with a cheap gate, SUPERSEDE versio

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

Durable, repo-native project memory for coding agents, without context bloat.

Personal knowledge vault plugin for Claude Code — session recording, memory distillation, and hybrid semantic + BM25 retrieval.

Beastmode: MofA (Mixture of Agents) orchestration framework for Hermes/OpenClaw/Codex with MemroOS-style context continuity.

The experience graph for AI agents. Self-hosted memory, human-reviewed decisions, and outcome-backed datasets for model evaluation and learn

Framework-agnostic, local-first memory lifecycle for AI agents: Rust CLI, SQLite/FTS recall, forgetting, audit, consolidation, DOX/Revolve a

让 DeepSeek Harness 拥有跨会话长期记忆：AI 自动记住你是谁、你的项目和偏好，新会话直接带上背景，生活与工作记忆自动分开互不干扰，零配置无感运行 | Long-term memory for DeepSeek Harness: the AI remembers

Multiplayer harness where humans and AI agents work together and build on shared context.

The best-benchmarked open-source AI memory system and the first AI memory built to forget.

面向 DeepSeek Harness 的 OpenViking 检索、资源管理、自动召回与会话记忆插件

A local-first, MCP-native toolkit for building AI agents: engram (memory) + skillet (skills) + tracelet (tracing). One runnable end-to-end r

Self-hosted collaborative knowledge system for organizations.

Mnemovela - Agent Cognition Runtime (typed memory, Git-like branches, hybrid retrieval, governed forgetting; embedded-first Python & Go). Op

DeepSeek Harness (DSH) 跨会话记忆插件：对话模型边干边记的 Markdown 项目记忆，支持专题文件渐进式披露、可选后台静默蒸馏、按项目隔离与热更新设置面板。机制对齐 Claude Code auto memory。 | Agent-maintained c

Version control for AI agent memory. Commit, branch, merge, blame and time-travel what your agents know.

CLI + MCP for agent context: a task layer over TickTick, Notion, GitHub, Obsidian & more (RRF retrieval, provenance, reviewed writes, undo)

Local CLI for auditing AI agent skills, conflicts, duplicates, safety risks, and context cost across coding agents.

SGME 拾光记忆引擎：AI 全面接管记忆、技能库、WIKI 知识库三大模块，跨会话、多智能体共享记忆，AI 会一直记得你的偏好。ShiGuang Memory Engine · AI takes full charge of three core modules — memor

Self-hosted shared memory for AI agents: vaults of people, facts and decisions your agents recall over MCP or REST, with semantic, keyword a

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.

M-flow, bilgiyi katmanlı bir graph yapısında düzenleyip RAG sorgularında kanıt bağlantılarını izleyerek ilgili anı veya bilgi paketlerini bulmayı amaçlayan bir memory engine'dir.

Neden yükseliyor · 180 günde 4509 yıldız, projeye belirgin ilgi olduğunu gösteriyor; agent memory ve Graph RAG alanlarına yönelik ilgi bunun olası bağlamı. Ancak son 28 günde commit ve farklı yazar sayısı sıfır, bu nedenle ilginin güncel geliştirme faaliyetine veya sürdürülebilir benimsemeye dönüştüğü söylenemez; yıldız artışının nedeni de verilen ölçümlerden belirlenemiyor.

Personal Model, macOS etkinliklerinden kanıta bağlı kişisel bağlam üretip bunu yerel bir MCP Runtime üzerinden coding agent'lara sunuyor.

Neden yükseliyor · 79 günde 1324 yıldız, local-first kişisel AI belleği ve MCP üzerinden birden fazla agent'a bağlam sunma fikrine ilgi olduğunu gösteriyor; ancak son 28 günde commit ve farklı yazar olmaması nedeniyle ilginin güncel geliştirme ivmesine dönüştüğü söylenemez.

Turn your workday into structured workflows agents can execute. 100% local, served over MCP.

Your First LLM-Wiki Conversation Knowledge Base

Shared context, memory, and task coordination across AI coding agents. Single Go binary, local SQLite, hybrid keyword and semantic search.

🧠 Production-grade memory sidecar for AI agents — gbrain + Hindsight + 3-tier recall. Agent-agnostic, battle-tested. | 生产级外挂记忆系统，兼容Hermes/Cl

A full featured, powerful, and efficient AI Agentic Harness/Desktop Agent app designed from the ground up with local inference on consumer h

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

Project memory for long-running AI work across agents, models, and sessions. Keep context, decisions, progress, and next steps in local proj

The context spine that 10x's every AI coding session. Live in 8 IDEs (Claude Code, Cursor, Cline, Continue, Aider, Codex, Windsurf, Zed) via

An agentic memory database that cuts session tokens by 82–99%. One portable SQLite file — your agent's memory, anywhere.

Local, git-versioned memory for AI coding agents. No RAG, no Docker, no external service. Capture, compile, recall over a local LLM wiki wit

DreamGraph is a graph-governed conceptual development environment (CDE) that turns plans, architecture decisions, and project knowledge into

ForgeDock — autonomous AI dev pipeline for Claude Code. GitHub as agent memory: issue in, PR out.

Shared memory MCP server — persistent, searchable, cross-client Claude, Opencode

ACL 2026 Code and Skills for “AMA: Adaptive Memory via Multi-Agent Collaboration”.

Drop-in AI memory layer with 2x faster retrieval and 10x lower cost. Fully compatible with Mem0 API. Migrate in 5 minutes without any code c

Deterministic memory layer for your agents

Local-first persistent memory for OpenAI Codex: governed recall, progressive disclosure, no hosted vector database.

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

YantrikDB memory provider for NousResearch/hermes-agent — self-maintaining memory with benchmarked recall, self-tuning ranking, contradictio

Yosuri — LESS CHAT, MORE AUTOMATIC. A 24H self-evolving AI agent that aggregates free models into one OpenAI & Anthropic-compatible API, pic

OMem (Office Memory) — local-first memory that automatically ingests your real work (mail, calendar, notes, files) from where it already liv

Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsurf, and Codex CLI: symbol graph, blast radius, diff-aware revi

The memory and context-management layer for production AI agents. 95.6% on LongMemEval, 93.2% on LoCoMo, with an open harness. Python + JS S

Memory, working state, heartbeat, and bounded autonomy for long-running AI agents.

A Complete faster runtime for coding agents. Optimize the journey, not the hop. Make coding agents 25% faster and 30% cheaper on average whi