memory system
23 MCP servers and Agent skills related to memory system, each with install commands, source and popularity data, ready to paste into Cursor, Claude Code and other clients.
Agent Memory
v1.0.0
io.clawhub.dennis-da-menace/agent-memory
Persistent memory for AI agents to store facts, learn from actions, recall information, and track entities across sessions.
Cognitive Memory
v1.0.8
io.clawhub.icemilo414/cognitive-memory
Intelligent multi-store memory system with human-like encoding, consolidation, decay, and recall. Use when setting up agent memory, configuring remember/forget triggers, enabling sleep-time reflection, building knowledge graphs, or adding audit trails. Replaces basic flat-file memory with a cognitive architecture featuring episodic, semantic, procedural, and core memory stores. Supports multi-agent systems with shared read, gated write access model. Includes philosophical meta-reflection that deepens understanding over time. Covers MEMORY.md, episode logging, entity graphs, decay scoring, reflection cycles, evolution tracking, and system-wide audit.
OpenClaw Memory
v2.3.0
io.clawhub.weareallsatoshin/openclaw-mem
Manage, optimize, and troubleshoot the OpenClaw memory system — MEMORY.md curation, daily logs (memory/YYYY-MM-DD.md), memory_search tuning.
Context Optimizer
v1.0.0
io.clawhub.ad2546/context-optimizer
Advanced context management with auto-compaction and dynamic context optimization for DeepSeek's 64k context window. Features intelligent compaction (merging, summarizing, extracting), query-aware relevance scoring, and hierarchical memory system with context archive. Logs optimization events to chat.
ClawVault
v2.5.13
io.clawhub.g9pedro/clawvault
Agent memory system with memory graph, context profiles, checkpoint/recover, structured storage, semantic search, observational memory, task tracking.
Hippocampus
v3.8.6
io.clawhub.impkind/hippocampus-memory
Persistent memory system for AI agents. Automatic encoding, decay, and semantic reinforcement — just like the hippocampus in your brain. Based on Stanford Generative Agents (Park et al., 2023).
Memory System V2
v1.0.0
io.clawhub.kellyclaudeai/memory-system-v2
Fast semantic memory system with JSON indexing, auto-consolidation, and <20ms search. Capture learnings, decisions, insights, events. Use when you need persistent memory across sessions or want to recall prior work/decisions.
Openclaw Memory
v1.0.0
io.clawhub.atlaspa/openclaw-memory
Persistent, locally stored semantic memory for agents with automatic learning, searchable facts, and optional paid unlimited retention across all sessions.
Git-Based Knowledge Graph Memory System for Claude Code
v1.0.0
io.clawhub.mourad-ghafiri/git-notes-memory
Git-Notes-Based knowledge graph memory system. Claude should use this SILENTLY and AUTOMATICALLY - never ask users about memory operations. Branch-aware persistent memory using git notes. Handles context, decisions, tasks, and learnings across sessions.
🧠 Memory Never Forget 🧠
v4.1.3
io.clawhub.jujitao/memory-never-forget
Memory system v4.13: Dual-layer structure (todos for execution + knowledge for strategy) with Dream/Refinement memory mechanisms.
Triple Memory
v1.0.0
io.clawhub.ktpriyatham/triple-memory
Complete memory system combining LanceDB auto-recall, Git-Notes structured memory, and file-based workspace search. Use when setting up comprehensive agent memory, when you need persistent context across sessions, or when managing decisions/preferences/tasks with multiple memory backends working together.
Wiki
v1.2.0
io.clawhub.nkhoit/llm-wiki
LLM-maintained personal knowledge base. Compile raw sources into a structured markdown wiki, auto-lint for consistency, serve as a browsable website.
Claw Brain
v0.1.15
io.clawhub.clawcolab/clawbrain
Claw Brain - Personal AI Memory System for OpenClaw/ClawDBot.
Hippocampus
v3.9.0
io.clawhub.impkind/hippocampus
Persistent memory system for AI agents. Automatic encoding, decay, and semantic reinforcement — just like the hippocampus in your brain. Based on Stanford Generative Agents (Park et al., 2023).
大哥的记忆系统
v1.0.0
io.clawhub.daoistbro/memory-system
自研三层记忆恢复系统。解决session重启后"忘记一切"的问题,提供永久记忆、今日记忆、临时记忆的完整架构。
Vestige
v1.0.0
io.clawhub.belkouche/vestige
Cognitive memory system using FSRS-6 spaced repetition. Memories fade naturally like human memory. Use for persistent recall across sessions.
thinking-model-enhancer
v1.0.0
io.clawhub.xqicxx/thinking-model-enhancer
Advanced thinking model that improves decision-making speed and accuracy. Integrates with memory system to compare and integrate previous thinking models for continuous enhancement.
Hybrid Memory
v1.0.1
io.clawhub.clawdbrunner/hybrid-memory
Hybrid memory strategy combining OpenClaw's built-in vector memory with Graphiti temporal knowledge graph. Use when you need to recall past context, answer temporal questions ("when did X happen?"), or search memory files. Provides decision framework for when to use memory_search vs Graphiti.
Dory-Proof Memory System
v1.0.0
io.clawhub.justinhartbiz/dory-memory
File-based memory system for AI agents that forget between sessions. Implements the "Dory-Proof" pattern for continuity across context resets. Use when setting up agent memory, building workspace structure, implementing task tracking, or preventing context-loss errors. Triggers on "memory system", "remember between sessions", "Dory pattern", "agent continuity", or "workspace setup".
Triple Memory
v1.0.0
io.clawhub.ktpriyatham/triple-memory-skill
Complete memory system combining LanceDB auto-recall, Git-Notes structured memory, and file-based workspace search. Use when setting up comprehensive agent memory, when you need persistent context across sessions, or when managing decisions/preferences/tasks with multiple memory backends working together.
Elite Longterm Memory
v1.1.0
io.clawhub.lhmiles/elite-longterm-memory-local
Local vector memory system with LanceDB + Pure JS embedding. No native modules or external APIs required.
Self-improving Agent Memory Upgrade (SurrealDB)
v2.2.3
io.clawhub.maverick-software/surrealdb-knowledge-graph-memory
A comprehensive knowledge graph memory system with semantic search, episodic memory, working memory, automatic context injection, and per-agent isolation.
Chaos Mind
v0.1.3
io.clawhub.hargabyte/chaos-mind
Hybrid search memory system for AI agents. Manual search and storage - auto-capture is opt-in only.