fellowgeek / mcp-memory
An OKF-backed Model Context Protocol (MCP) server delivering persistent long-term memory and SQLite FTS5 search for AI agents.
fellowgeek / mcp-memory
z-liu-xiugou / research-workbench-assistant
Local-first research memory for Codex: checkpoints, progress ledgers, and Markdown/JSON paper notes. Early alpha.
pyq623 / QuaNAG
Official implementation of QuaNAG: LLM-driven Memory-bounded Neural Architecture Generation via Quantization-branched Exploration
zhuang2002 / Self_Gradient_Forcing
Self Gradient Forcing (SGF) recovers the missing context-gradient path for self-generated causal memory through a bounded two-pass replay, enabling models trained with only a 5-second window to extrapolate to minute-scale videos with stronger identity, layout, and temporal stability.
Asterove / AsterMem
Self-hosted memory service for AI assistants
SichengLong26 / deepresearch_agent_harness
多智能体深度研究系统，融合私有知识图谱(GraphRAG)与联网搜索，含 Harness 编排、持久化 Memory 与受控自进化 Skills，FastAPI + React 全栈。
Saganaki22 / ComfyUI-sol-attn
NVIDIA Sol-Attn for ComfyUI / Triton kernel on SM89 - SM121, with zero-copy MiniMax H3 nodes: memory-efficient attention, scheduled tau with graph preview, and feed-forward chunking. Measured 1.14–1.44× vs SageAttention and −37% MLP peak VRAM on H3
EvannZhongg / Nosis
Nosis is a lightweight personal agent runtime: per-session execution boundaries with OS-level sandboxing, computer use, a full built-in toolset, Skill / Plugin / MCP extensions, one runtime shared by GUI and TUI, and file-persisted sessions, plans, and memory.
aru-labs / lossless-memory
Lossless long-term memory for a personal AI: never summarize, keep every line, put a timestamp on everything.
lsaint / aikito
Your durable workspace across AI agents.
psinetron / echoes-vault-codex
Persistent memory plugin for Codex. Obsidian-style knowledge base that survives across sessions
turkiyeyapayzekaakademisi / llm-rag-memory-ai-agents
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yfyeung / PrunedCTC
Memory-efficient CTC loss with exact loss and first-order gradient equivalence under vocabulary reduction, and activation memory that no longer scales linearly with vocabulary size.
KnowledgeXLab / MemHarness
Memory Is Reconstructed, Not Replayed
kaichen-z / HoneyComb
Honeycomb: Constant-Size Scene Memory Representation for Video World Models
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”.
2022hpsk / SpeakerMemR1
SpeakerMem-R1: Speaker-Centered Dual-Track Memory for Multi-Party Dialogue
DrDroidLab / open-index
Deterministic memory layer for your agents
ConstantineChenn / SakikoMind
Enterprise AI customer-service Agent platform featuring hybrid intent recognition, multi-agent orchestration, MCP-powered RAG, dynamic Skills, memory, human handoff, observability and evaluation. 小祥智能客服系统，支持可追溯、可观测与云端部署。
proteus-evolve / Proteus
Self-evolution for any agent harness. Plug in. Evolve. Measure.
malevrigns / atlas-agent-control-plane
AtlasAgent - an auditable AI agent control plane: evidence-backed memory, governed tool runtime, checkpoint DAG recovery, and a 55-chapter engineering tutorial. FastAPI / Next.js PWA / Textual TUI
cuiyuestar / Autonomous-Long-Term-Memory-System
具备自主经验涌现与上下文治理能力的 Agent 长期记忆系统
Pyruslili / Nocturne-Memory-Core
Nocturne Memory Core — A continuity layer for AI systems, connecting human-readable memory, selective Breath, Drive dynamics, latent notes, and evolving Trails. Evolved from Ombre Brain.让AI的记忆、状态与判断轨迹跨越会话继续抵达。一个连接记忆、主动记录与演化路径的连续性系统。樱花粉/灰烬黑双色前端
NEDONION / lobster0
Lobster0 — a self-hosted OpenClaw-inspired AI agent with persistent memory, governed autonomy, and self-evolution. 受 OpenClaw 启发的自托管 AI Agent「Lobster0」，具备持久记忆、受控自治与自我进化能力
libenxier-beep / codex-memories
Local-first persistent memory for OpenAI Codex: governed recall, progressive disclosure, no hosted vector database.
monemie113-cell / CogniMem
Zero-LLM cognitive memory architecture for AI agents
JouJouoo / agent-campus
A multi-agent campus social simulation built with LangGraph, featuring memory, RAG, personality evolution, and durable execution.
Apricooooot / local-culture-agent
A local-first AI companion for books and films, with memory, ratings, reflections, and personalized recommendations.
IvenKooLab / loci
Shared memory for AI coding tools: hybrid search, cited Q&A, harness memory discovery and a built-in Web console. Local index, MCP + HTTP.
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).
sulabhdubey / rta-smriti-brain
Local-first, evidence-aware project memory for AI coding agents.
OpenBMB / SimpleMemVLA
Native-video memory for vision-language-action models, using timestamped visual history and exact streaming inference for long-horizon robot manipulation.
r0b0tlab / hermes-zvec-memory
Local-first Hermes memory provider on zvec-grep (hybrid BM25+vector RRF over Markdown vault)
harish-gaggar / mcp-server-gateway
MCP gateway & OAuth MCP servers. LangGraph agent: memory, eval/tracking, PII guard, context trimming. Docker quick start for enterprise agents.
Jordanwei1 / jiaojie-skill
交接 Skill（Jiaojie）：跨窗口、跨模型、跨设备、跨语言的 AI 上下文交接工具。换窗口，不失忆；换模型，不重来。Open-source AI context handoff.
nhat141210 / Elite-Danerous-Assistant
Vietnamese-first AI ship companion for Elite Dangerous, with live Journal awareness, local LLM support, voice, overlay, vision, and flight-session memory.
hassancs91 / brainoutside
Self-hosted memory server for AI agents. Your brain is a git repo, served over MCP and REST.
beniedev / moonbite
Memory, working state, heartbeat, and bounded autonomy for long-running AI agents.
electricsheephq / lcm-x
LCM-X — Lossless Context Memory eXtension
NVIDIA-BioNeMo / BioNeMo-Inference-Runtime
Easy, fast, and memory-efficient structure prediction inference
Work-Fisher / ai-girlfriend-v2
Windows AI companion with DSH long-term memory, local voice cloning and optional WSL2 digital human.
smfworks / hermes-ai-team
Build an AI team of Hermes agents: SOUL, memory, vault, skills, nightly research, kanban, chief of staff, rituals, and Desktop Bots group chats. Agent-consumable, phase-by-phase guide by Aiona Edge.
friday-memory / friday
The open-source persistent cognitive memory layer for AI coding agents. Stop your Cursor, Claude & Copilot from having amnesia.
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.
Ouru77 / ev-assistant
🕸️ E.V. — Peter Parker's homemade AI from Spider-Man: Brand New Day, running locally on YOUR PC. Voice assistant + cyber HUD, real PC control, long-term memory. Whisper + Ollama, no cloud. TR/EN.
scarletkc / Perenna
A lightweight, Git-backed permanent memory for AI agents.
trademav / ramdeck-core-public
Pool RAM across old PCs, Macs, and Android devices into a unified local AI cluster
eelbaz / mLattice
Breaking the quadratic memory barrier in AI
sui-ni2 / personal-ai-os
A privacy-first, provider-neutral personal AI workbench with chat, memory, auditable tools, MCP, and isolated project plugins.
Jason-XII / cr-memory-reader
一个可以从皇室战争内部抓取对战数据的程序。
david-g-3654 / homebench
Benchmark your local LLMs: speed, memory, and quality, in one command. TUI leaderboard for Ollama, LM Studio, llama.cpp, and vLLM.
AndrewNgo-ini / memoose
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 API key.
0xBakeer / TandemLLM
An environment where open models work as agents: a first-level harness with routing, skills, memory and sandboxed tools, on an engine that drafts and verifies its own tokens.
SlugLab / HBFSim
HBFSim (HBF Sim): an open-source High-Bandwidth Flash (HBF) simulator. Runs real LLM inference on a real GPU and injects modeled HBF timing, capacity and thermal effects while the workload executes.
jack66g / spatial-memory-engine
A next-gen long-term memory engine for AI apps: self-organizing spatial regions, memory dynamics (Ebbinghaus reinforcement / decay / consolidation), and explainable 8-signal retrieval. Runs offline with zero config; works with any OpenAI-compatible LLM/embedding, cloud or local. Chinese-friendly. Benchmarked head-to-head vs Mem0 and bare RAG
tonyd2wild / GLM-5.3-Flash-NVFP4-1M-KV-4x-DGX-Spark
GLM-5.3-Flash (320B MoE) at TP4 across four DGX Sparks, same day as the model drop: 36 tok/s, 1.26M-token FP8 KV pool, 262K context, MTP spec decode. First TP4 glm5_next outside B200 hardware. Full patched-image recipe + the GB10 memory study.
fulvian / engraft-ngram
ENGRAFT: write facts into an LLM's n-gram (Engram) memory table as a removable overlay: 100 facts in a 9 MB file, no weights touched, verified on llama.cpp GGUF (Qwen3.8-Flash-Next).
wangyuxun6699 / learn_claude_code_langchain
Rebuild Claude Code's agent harness step by step with LangChain and LangGraph — from agent loops and tools to permissions, subagents, context compaction, memory, and recovery.