omdsh-dev / dsh-mnemon
Composable, view-based memory for DeepSeek Harness. Pluggable sources and strategies, with three-tier memory out of the box.
omdsh-dev / dsh-mnemon
neo4j-labs / agent-memory
A graph-native memory system for AI agents and context graphs. Store conversations, build knowledge graphs, and let your agents learn from their own reasoning — all backed by Neo4j.
MaxFreedomPollard / Compartment
Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storage and retrieval.
mindmuxai / brain.md
A persistent, file-based memory layer for coding agents — give Claude Code, Codex & others a project brain (durable decisions, requirements, constraints) via a zero-dependency CLI.
huggingface / funes
Durable, searchable memory of your past agent sessions.
syncable-dev / memtrace-public
Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf.
caura-ai / caura
Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.
tudoumashu / ai-memory-skillpack
Bounded project-memory skills for Codex CLI and Claude Code.
aerovato / operator-memory
The self-improving context engine for coding agents.
Sidiora-Labs / hyperfide
The ai agent workflow tool that scales from small, simple projects to large, complex codebases.
grpcer / ownmem
Open-source, Git-native memory for AI coding agents — deterministic local recall for Claude Code, Codex, Cursor, Gemini CLI, and compatible tools.
JordyZomer / lemmalog
A Datalog engine for LLM agent memory: stratified rules, provenance-tracked facts, incremental derivation, and an MCP server that lets your harness use it as a shared brain.
halofyai / halofy
Halofy is the open access and governance layer for AI agents across your organization. Identity, policy, provenance, audit, and signed erasure.
zgcagi / Harness-RSI
Harness self-evolution: update targets, theory, evaluation, and reported evidence. Bilingual reading list and project website.
HezaoHezao / poirot
Poirot is a deep research agent kernel built for those who care about how agents are architected.
jiabaobei / skills-constitution
Skills Constitution — meta-rule governing all skill invocations across agent platforms
Phant0Meow / dsh-meow-memory
Cross-session memory plugin for DeepSeek Harness: seven-layer SQLite store (soul/user/project/fact/lesson/topic/rules), BM25 retrieval, per-window dream consolidation. 跨会话七层长期记忆插件。
1105216375-alt / resimind
Neuro-symbolic agents with verified memory. MCP math tools, an algebra repair Skill, and an open challenge. Verify solutions, learn checked rules, and reuse.
SodaMem / SodaMem
Agentic memory infra for AI agents
libingzheren / Jev-Mem
Jev-Mem: System-One Controlled Agentic Memory
1173591564 / Dynamics-memory
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 dynamics + tension adjudication + causal-replay evals.
BotHarness / DeepSeekBot
Open-source GrokBot alternative built on DeepSeek Harness. Build your personal bot team: multiple personal agents with persistent memory, identities and permissions, extensible through DSH plugins.｜基于 DeepSeek Harness 的开源 GrokBot 平替：有长期记忆的个人 AI Bot 团队，支持多 Bot 协作、身份权限与插件生态扩展。MIT.
slow-stack / mneme
🧠 The memory that dreams — cross-session memory for DeepSeek Harness. Local SQLite + Markdown mirrors, autoDream consolidation, 4-way recall (keyword/vector/BM25/entity), and a memory panel. 10 model tools, MCP server, CLI.
memoket / memoket-kite
An open-source, vector-free long-term memory engine for AI agents, achieving SOTA on LoCoMo and LongMemEval with significantly less context.
scgopi / GraphCode
Graph Engineering, simplified — with GraphCode. #graphcode
alex09x / kyb
Git-backed shared memory for AI agent fleets: searchable knowledge base, incident and task tracking, every write versioned and attributed. CLI, HTTP API and MCP server.
PerryLink / dsh-memento
Bounded, layered, approval-gated, auditable cross-session memory for DeepSeek Harness: a ctx.memory capability seam with a zero-dependency SQLite provider, a memory tool, and frozen snapshot injection. Maintenance status: FROZEN since 2026-10-05.
lsaint / aikito
Your durable workspace across AI agents.
ZSeven-W / dsh-noema
Noema long-term memory plugin for DSH: durable, inspectable agent memory with recall tools and a settings page.
Avinash-jetwani / jevmem
jevmem saves the decisions, rules and failed approaches from your Claude Code chats to JEVMEM.md in your repo, and brings the relevant ones back next session.
deepmemteam / deepmem
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 changes. Self-host for free.
Sherlockwz / AMA
ACL 2026 Code and Skills for “AMA: Adaptive Memory via Multi-Agent Collaboration”.
flopwire / flopwire
Flopwire connects AI agents through messaging and shared history across harnesses, models, machines, and teammates.
DrDroidLab / open-index
Deterministic memory layer for your agents
AskTheWay / dsh-auto-memory
Claude Code-style auto-memory plugin for DeepSeek Harness (dsh): typed memory files + MEMORY.md index auto-injected into the system prompt. File-only, no external services.
proteus-evolve / Proteus
Self-evolution for any agent harness. Plug in. Evolve. Measure.
libenxier-beep / codex-memories
Local-first persistent memory for OpenAI Codex: governed recall, progressive disclosure, no hosted vector database.
songs-aaa / shared-memory-vault
A memory governance engine for multi-agent cloud knowledge bases — one knowledge base shared by every agent and every device, with consistency guaranteed. Pure Markdown, nine governance automations, zero dependencies.
Yu-Xiao-Sheng / codex-memory-trim
给 Codex 全局记忆定期减负的 skill：检测重复、清理过期线程、压缩冗长表达、添加自定义全局规则 / A skill that puts Codex global memory on a periodic diet: dedupe, prune, compress, add global rules
Wrste / pheromone-network
A zero-dependency TypeScript memory kernel that gives any agent long-term memory. No training or backpropagation: each output reads a few tag-compatible neighbors, updated by a manual Hebbian rule. Links used often are reinforced; idle ones evaporate by half-life. Based on the paper Local Pheromone Network (arXiv:2606.30669).
neoneye / agent-memory-atlas
Comparison of memory systems for agents
JingxuanC / causal-memory
Causal memory layer for AI agents — MCP server that records decision→outcome relationships. Survives compaction.
Inspired-by-Atmosphere / pulse-path
A linked-list discipline for knowledge, memory and pointer hygiene in large projects: five laws plus portable Python engines (declarative rule table, dry-run health check, link-integrity scan).
actonos / actonos
ActonOS is a single-purpose appliance operating system engineered as a customizable, self-governing AI agent kernel running 24/7.
beniedev / moonbite
Memory, working state, heartbeat, and bounded autonomy for long-running AI agents.
TencentCloud / octop-memory
Help your agent remember what matters. Keep preferences, carry context across sessions, and bring your memory to the next agent.
jeonjw85 / kenfold
Self-hosted memory server for AI agents. Share context across Claude Code, Codex, OpenCode, and ChatGPT over MCP.
ma-nucho-pro / wife
Local-first, evidence-aware memory and project continuity for AI coding agents. Checkpoints, context packs and auditable receipts without telemetry.
JanYork / llm-wiki-cli
Agent-driven proactive memory CLI for AI agents — autonomously recall, maintain, and evolve persistent, source-grounded knowledge across sessions.
vezlin1 / verimemo
Verified local Markdown memory for Codex Desktop, Codex CLI, and ChatGPT Desktop.
Albertchamberlain / Awesome-OKF
OKF (Open Knowledge Format) — curated catalog of tools, plugins, skills, proposals, and docs for agent-friendly knowledge. YAML-driven, agent-searchable, MCP-ready.
scarletkc / Perenna
A lightweight, Git-backed permanent memory for AI agents.
hanshanyike / dsh-yolo
把对话里说过的重要事情，变成持续可跟进的计划。 为 deepseek-harness 打造的个人助手：从对话中整理事项、跟踪变化，并在需要时提醒你。
lna-lab / distill-kura
蒸留蔵 — distilled long-term memory for agents: recall by meaning, writing gated by evidence, one kura per agent mode. Ships as a DeepSeek Harness plugin and an MCP server.
Kerneta / daidocs
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, Cursor, local models and grep (all LLM models work). MCP server + hooks for Claude Code, Claude Desktop, Cursor, Windsurf, Codex. 83% LongMemEval-S (GPT-4o), 92% (Claude Fable 5), 10x fewer tokens.
VITASID57 / dudulove-memory
Self-hosted continuity memory for persistent AI identities across agents, models, and interfaces.
pju-hoge / a-letter-to-junior-agents
An opinionated bootstrap kit for growing a long-lived, personal Hermes agent — memory, character, and a shared workspace.
mem0ai / dolphinbench
DolphinBench - Mapping the Pareto frontier of Agent Memory
398894496-arch / KRouter
Your coding agents remember what you decided — and what you changed. Plain-Markdown memory in Obsidian, shared by Claude Code, Codex and Cursor over MCP. Every answer cites its page; when the vault does not know, it says so. Imports your past sessions on install.
Gen-Verse / Skill-Entropy-RL
[NeurIPS 2026] Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning