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MCP servers tagged memory
1.1K live MCP servers tagged "memory", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with memory.
Memoryos
[EMNLP 2025 Oral] MemoryOS is designed to provide a memory operating system for personalized AI agents.
Sentient
Your personal AI assistant, running on your own computer. Long-running tasks, real memory, proactive help, voice, phones and smart glasses. Any model, local or cloud. No account.
Cipher
ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)
Vestige
Think before doing, prove before saving. Vestige is a local, deterministic safety kernel for AI agents. Every memory write and agent action is recorded in Strata, an append-only…
Alphaavatar
An Omni Real-Time Assistant for Everyone
Vibe
🎨 Vibe Design System - Official monday.com UI resources for application development in React.js
Context Sync
Local persistent memory store for LLM applications including continue.dev, cursor, claude desktop, github copilot, codex, antigravity, etc.
Baselayer
The interpretive layer above memory. Turns text into a portable specification of how a specific person interprets information, decides, and communicates.
Opencontext
A personal context store for AI agents and assistants—reuse your existing coding agent CLI (Codex/Claude/OpenCode) with built‑in Skills/tools and a desktop GUI to capture, search,…
CheMiguel23/MemoryMesh
A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models.
Forgetful
Opensource Memory for Agents
Moltbrain
Long-term memory layer for OpenClaw & MoltBook agents that learns and recalls your project context automatically.
agentic-mcp-tools/memora
Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.
Claude Memory MCP
Local citation-backed recall for Pi, OMP, Claude Code, Codex, and ChatGPT history.
omega-memory/omega-memory
Persistent memory for AI coding agents
Mnemo MCP
A portable cognitive memory for AI agents. An MCP server with semantic search and decay.
deusXmachina-dev/memorylane
Agent-native memory layer — persistent context, semantic recall, session history, SDK, CLI, API, and MCP for AI agents and developers.
teolex2020/AuraSDK
Local cognitive memory runtime for AI agents — durable recall, temporal versioning, provenance, contradiction governance, and portable encrypted storage. Pure Rust, offline-first,…
Neo4j
mcp-neo4j-server
MemOS
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.
Opensquilla
OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density
Opensquilla
OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density
Awesome Hermes Agent
Independent directory of useful skills, plugins, memory providers, tools, surfaces, and guides for Nous Research's open-source Hermes Agent.
Awesome Hermes Agent
Independent directory of useful skills, plugins, memory providers, tools, surfaces, and guides for Nous Research's open-source Hermes Agent.
SimpleMem
[ICML'26] SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal
Obsidian Wiki
Framework for AI agents to build and maintain a digital brain through Obsidian wiki | Memory System for Agents
Shadow
Your computer was paying attention the whole time. 14-modality capture. Proactive intelligence. Computer-use training data. Native macOS. All on-device. Open source.
Mempalace
A Rust reimplementation of MemPalace/mempalace
Ragent
Unified RAG + Memory layer for MCP servers
g1itchbot8888-del/agent-memory
Memory system for autonomous agents - built by an agent, for agents
Clarity
Rust 原生个人 AI 运行时：单二进制编排 LLM、MCP 工具、BM25+向量记忆。支持 TUI / 桌面 GUI / Web IDE / 无头 CLI / 系统托盘。本地优先，AGPL-3.0。
jcdickinson/simplemem
A very simple semantic MCP memory store
Obsidian Wiki
Framework for AI agents to build and maintain a digital brain through Obsidian wiki | Memory System for Agents
MemMachine
Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation…
Ms Agent
MS-Agent: a lightweight framework to empower agentic execution of complex tasks
Volatility3
Volatility 3.0 development
HolaOS
The agent environment for long-horizon work, continuity, and self-evolution.
AI Devkit
Make AI coding agents follow a repeatable engineering workflow with planning, memory, verification, skills, and review. One config. All agents. Same workflow.
OpenRath
An open-source, PyTorch-like runtime for dynamic multi-agent and multi-session workflows.
Memlab
A framework for finding JavaScript memory leaks and analyzing heap snapshots
Consciousness
A powerful, pluggable vector memory and Model Context Protocol (MCP) server for local semantic search and long-term memory.
Nowledge Mem
Memory and context manager just works.
Mem0 MCP Selfhosted
Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.
Remembrances MCP
A multimodal memory MCP server for made that your AI assistant learn from you and itself. DIGIO Alchemai Project
Mem0 Server MCP
🧠 Production-ready MCP server providing intelligent memory for Claude Code with async architecture, Neo4j knowledge graphs, smart chunking & enterprise security. One-command Docke…
Thinkmem
AI Memory Management MCP System for LLMs - 让LLM善用思考，善用记忆
pfillion42/memviz
A local vector memory explorer with a modern UI. Browse, search, visualize and manage SQLite-vec databases from MCP Memory Service.
Cheetahclaws
CheetahClaws: A Fast and Easy-to-Use Agent Harness Infrastructure for Long-Horizon, Multi-Model, and Tool-Using AI Systems
Ktx AI Data Agents MCP Context Skills
ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, and any AI agent to query data accurately through MCP with skills, memory and a semant…
Ktx
ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, and any AI agent to query data accurately through MCP with skills, memory and a semant…