ochiru520 / Mio
Windows 本地优先的个人 AI Agent；A local-first personal AI Agent for Windows — conversations, memory, diary, voice, QQ, Live2D, and screen awareness.
ochiru520 / Mio
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.
susyimes / LAIN-agreement
铃音的记忆写入协议 - an informatics protocol: fragmented, cue-based, symbolic, highly compressed information for AI agents; usable for memory writing and transmission, decodable approximately or via retrieval.
zhifeichen097 / ReWorld
ReWorld: An Interactive World Model with Long-Horizon Memory
Square-Q / subconscious-skill
subconscious-skill: Biomimetic memory skill for LLM companions. Different from vector RAG memory, it uses Freud & Jung subconscious cognitive architecture with layered memory, auto consolidation, forgetting and dream simulation, local Python runtime without extra LLM tokens.
tigusigalpa / ai-kit
AI-KIT is a practical starter kit for development: ChatGPT/Codex, Claude, DeepSeek, KIMI, and other coding agents. It provides reusable project context, rules for each stack, adaptive model routing, conservative installation and updates, testing and review workflows, security guidance, Docker and Kubernetes readiness, and clean project templates.
eigenweltlabs / LegalMemory
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Argus-AiTeam / minimax-h3-mac
Argus localization for deploying and accelerating MiniMax-H3 on a Mac M4 Pro with 24 GB unified memory.
Skyltliu / LocoAgent
A lightweight coding agent 🧑💻 built from scratch, with tool calling, session persistence, workspace context, memory, and multi-provider LLM support 🛠️.
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.
khangzxrr / tmon
A full-screen terminal status monitor for home servers and NAS boxes. One screen answers "is everything OK?" and shows what's going on: CPU, memory, storage and RAID, disk SMART, UPS, Docker services, cameras, backups, upcoming timers, and a live list of the web requests hitting your reverse proxy.
arpanpathak / gpu-parallel-book
📖 GPU parallel programming from the ground up : CUDA C++ and Rust 🦀 kernels paired with clickable SVG 2D/3D architecture diagrams (warps, SMs, memory tiers). Includes reduction, scan, matmul, and a full image‑processing capstone
AllenXiao95 / Game-Localizer
A traceable game localization pipeline with translation memory, model-assisted workflows, QA gates, human review, artifact builds, and multi-target publishing.
tamanitomo / tamanitomo
A sovereign, self-hosted AI companion with persistent memory, daily routines, photos, and voice notes. Enforces real boundaries in code, runs 24/7 on your own hardware (Linux, Android Termux, Windows), and keeps your data 100% private.
Bergschloss / Refine-Cycle-for-Hermes-Agent
Self-improvement loop for Hermes Agent: reads its own trajectory, proposes and applies the smallest skill/memory edit (create/patch), journaled with rollback. /refine command, refine_run tool, on_session_end hook.
huoji120 / QWEN-EXO-booster
QWEN-BASE model-native memory and continuous learning system,base on SGLang
calpaterson / memoryfield-tool
A CLI tool for reading, writing and exporting memoryfields
newbanser / pristine-skill
Perhaps the only agent skill you need: if memory loss is the root, let every AI agent rebirth follow the First-Time Principle. That's all.
EverlastingAI-Official / LifeContextOS
It is a "LifeContext" operating system designed to run entirely on-device, transforming personal data—such as chat logs, documents, and oral histories—into digital memories and personality structures that are traceable, editable, and portable. We aim to establish a standardized LifeContext format, creating an open foundation for personalized agents
AxelFooley / MnemoBrain
Two-engine memory stack for AI agents: Mnemosyne (reflex memory) + GBrain (knowledge brain). Installer, launcher, doctor — one command, any host.
ennisaaaaaaaa-stack / tideline-memory
Tideline-Memory is a long-term memory system built for AI Agents. Most agent memory: You ask, it finds. Tideline: The agent wakes up already knowing who he is, not querying "who am I?" every session. Achieving accurate memory hits while also preventing memory from expanding at scale.No compression, no forgetting.
theaiautomators / jev-arena
A local evaluation lab for decision models. Compare accuracy, speed and memory requirements through an interactive dashboard, inspectable test cases, workflow replays and shareable reports.
MnemosyneOS / mnemosyne
Zero-dependency local-first AI memory engine: graph memory, multimodal ingestion, reranking, temporal reasoning, hash-chained ledger, capsule compression, memory formation + runtime layers. 52 MCP tools (41 native + 11 compatible). MIT.
Emmimal / intent-continuity
A pure-Python system that automatically discovers, verifies, and applies relevant historical requirements for coding agents — no embeddings, no vector database, no LLM calls. Companion code for the Towards Data Science article on intent continuity.
gonzaroman / IHMT-MEMORY
Long-term memory for AI coding agents (Claude Code, Codex, opencode) as a tree of plain files
nibor1896 / Crow
Crow — a local AI agent, not a chat box: 30 tools, MCP, memory, skills, goals, subagents, vision, and image generation and editing with Qwen-Image. Runs on crow-nest or llama.cpp on one GPU, or any model via OpenRouter. Windows and Linux.
RinDig / cost-of-remembering
The Cost of Remembering: filesystem memory matches long-context accuracy on LongMemEval while reading 97% fewer tokens and costing 95% less. Harness, run data, 129 agent-built memories, and paper source.
See-Sol-Lab / ai-companion-time-anchor
给AI伴侣增强时间感的小器官（电脑端专用）
Joluck / memory-attention
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asen-goat-mine / boujoy-local-markdown-memory
A local Markdown knowledge-base template for shared use with Codex and WorkBuddy.
Navinspire-ia / navin
Open-source AI agents for coding, research and automation. Run locally with your models, persistent memory, multi-agent execution, skills, MCP and self-evolving.
wieslawsoltes / Performance-Skill
Cross-platform .NET performance engineering skill for coding agents, covering CPU, memory, GC, benchmarking, concurrency, startup, native profiling, GPU rendering, and production diagnostics on macOS, Windows, and Linux.
supElement / ComfyUI_MinimaxH3_AutoContext
A long video generation solution that breaks through the memory barrier: automatic segmented inference + inter-segment Latent anchoring, allowing MiniMax H3 to generate infinitely continuous long videos with limited video memory.
mikeshu2001 / personal-brain-builder
Local-first agent workflow for building private cross-project memory with explicit consent, validation, and crash-safe history.
Gen-Verse / PAST-Bench
PAST-Bench: Benchmarking the Foundations of Recursive Self-Improvement in Personal Agents
HydStAn / agy-memory-engine
Lightweight SQLite FTS5 dynamic memory layer & MCP server for Google Antigravity (AGY)
QLNI / SHADOW-50M-Instruct
SHADOW 50M Instruct: a proof of concept. 44M ternary parameters, exact circuits inside the model, memory on disk, 19.8 MB, offline on a CPU.
ExVRAM / exvram-lab
Compute-for-memory research lab for running larger LLMs on memory-constrained consumer GPUs. Official website exvram.pro
ZebinX / DriveVLA-M0
The official repo of DriveVLA-M0: Failure-Aware Memory Augmentation for Autonomous Driving (ACM MM2026)
EngTurtle / hermes-memconflict
Comparison of self-hostable memory providers for the Hermes agent on the MemConflict benchmark
IndelibleVivi / agent-memory-study
Source-linked readings and reproducible studies of agent memory, belief revision, and experience reuse.
akatz-ai / h3-relay
Steerable, resumable, bounded-memory MiniMax H3 video workflows for ComfyUI
NirDiamant / Agentic_Engineering
Your coding agent starts every session knowing nothing about your project. One line, and it writes its own memory from your real code, then grades itself.
nirbhay41120003 / EchoMind
Local-first voice memory assistant — capture speech, transcribe live, and ask a private RAG chatbot grounded in what you've actually said. No cloud required.
christopherowen / dgx-spark-memory-saver
Recover usable memory on DGX Spark with a 64 KiB kernel: an opt-in NVIDIA UVM page-table packing patch, build tools, and measured validation.
Dumpling-Dragon / memory-hub
Local-first cross-agent work memory search for Windows
LUMIA-Group / MemoryDecoder-at-Scale
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slyyr / yappr
A modular local AI agent built with Python and Ollama, featuring tool calling, memory, web search, document processing, embeddings, and RAG.
regnull / openbot
Open-source, self-hosted platform for running a team of AI bots that use tools, keep long-term memory, and hand work to each other.
Newaiguy / ComfyUI-h3_sage_amd
AMD gfx12 (RX 9070/9070 XT) Memory-Efficient Sage Attention for MiniMax H3. Matches KJNodes' N卡 patch with native HIP kernel.
makralabs / makra
Makra is a memory layer between the web and your AI agents. It serves real-time structured data from the open web at the cost of a vector search.
Starryear / S.002-Starryear-Threefold-Memory
【S.002】Starryear-Threefold-Memory丨星年·三重记忆：将一张照片转译为感知、证据与余像三种记忆状态。
DEEP-JLU / MemAdapter
MemAdapter: Counterfactual Adaptation Against Memory-induced Sycophancy
ksx-cz / khms-memory
Know-how management system - memory for agents
baoerger / globex
Cross-border commerce Agent prototype with retrieval, order tools, persistent memory, and observable execution
EmadAbedini / Dumplyzer
Open-source memory forensics platform for DFIR, threat hunting, malware analysis, and incident response.
KeWang0622 / MRFoundry
MRI research guidance for coding agents — composable skills, established tools, and evidence-linked research memory. Install: npx skills add KeWang0622/MRFoundry
LUMIA-Group / MemSFT
The official implementation of the paper "MemSFT: Mitigating Alignment Tax with an External Parametric Memory".