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MCP servers tagged memory
286 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.
Memu
Memory for 24/7 proactive agents like openclaw (moltbot, clawdbot).
vectorize-io/hindsight
Model Context Protocol server for the Hindsight AI memory service
Sentient
A personal AI assistant for everyone
Cipher
Byterover Cipher is an opensource memory layer specifically designed for coding agents. Compatible with Cursor, Codex, Claude Code, Windsurf, Cline, Claude Desktop, Gemini CLI, AW…
Alphaavatar
A real-time interactive Omni Avatar built on LiveKit, which allows you to seamlessly integrate with any open source Avatar components (real-time model, visual, voice, memory, sear…
Context Sync
Local persistent memory store for LLM applications including continue.dev, cursor, claude desktop, github copilot, codex, antigravity, etc.
Yams
Persistent memory for LLMs and apps. Content-addressed storage with dedupe, compression, full-text and vector search.
Moltbrain
Long-term memory layer for OpenClaw & MoltBook agents that learns and recalls your project context automatically.
Forgetful
Opensource Memory for Agents
Claude Memory MCP
MCP server for persistent Claude Code memory - store decisions, errors, context across sessions
Code Memory
A powerful Model Context Protocol (MCP) server implementation for seamless code memory integration, enabling AI assistants to interact with code memory data
omega-memory/omega-memory
Persistent memory for AI coding agents
Memory
Inspectable local project memory for AI coding agents.
teolex2020/AuraSDK
Cognitive memory for AI agents. Pure Rust, <1ms recall, 2.7MB, zero cloud. Patent Pending.
Memcp
A persistent memory MCP server for Claude Code - Recursive Language Model integration for Claude Code inspired by MIT CSAIL paper
Neo4j
MCP Memory Server with Neo4j backend for AI knowledge graph storage
Openmemory
Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.
Memos
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings
jcdickinson/simplemem
SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal
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
Byterover CLI
ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)
EverOS
A memory OS that makes your OpenClaw agents more personal while saving tokens.
Mempalace
The highest-scoring AI memory system ever benchmarked. And it's free.
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.
Awesome Hermes Agent
Independent directory of useful skills, plugins, memory providers, tools, surfaces, and guides for Nous Research's open-source Hermes Agent.
OpenRath
An open-source, PyTorch-like runtime for dynamic multi-agent and multi-session workflows.
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.
ai-memory
MCP server component for Schift AI Memory.
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.
Long Term Memory MCP
Large language model persistent memory module that lives outside the model itself
Remembrances MCP
A multimodal memory MCP server for made that your AI assistant learn from you and itself
Thinkmem
AI Memory Management MCP System for LLMs - 让LLM善用思考，善用记忆
Mem0 Server MCP
🧠 Deploy a self-hosted MCP server for AI, offering persistent memory, robust security, and easy setup with Docker Compose.
MCP AutoMem
AutoMem is a graph-vector memory service that gives AI assistants durable, relational memory:
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 (Nano Claude Code): A Fast, Easy-to-Use, Python-Native Personal AI Assistant for Any Model, Inspired by OpenClaw and Claude Code, Built to Work for You Autonomously 2…
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…
Memind
Self-evolving cognitive memory and context engine for AI agents in Java. Empowering 24/7 proactive agents like OpenClaw with understanding and SOTA performance.
Memmy Agent
🍙 A personal AI agent & local memory hub for all AI agents like Claude Code, Codex, OpenClaw and Hermes Agent. Gives every AI one shared, fully controlled memory and persistent c…
Heimdall MCP Server
Your AI Coding Assistant's Long-Term Memory
Pampa
Protocol for Augmented Memory of Project Artifacts (MCP compatible)
ErebusEnigma/context-memory
Persistent, searchable context storage across Claude Code sessions using SQLite + FTS5
Sqlite Literature Management Fastmcp MCP Server
A flexible system for managing various types of sources (papers, books, webpages, etc.) and integrating them with knowledge graphs.
Elasticsearch Memory
🧠 Elasticsearch-powered MCP server with hierarchical memory categorization, intelligent auto-detection, and batch review capabilities
Memorious MCP
Semantic Memory for MCP. 100% Local & Private. Store, recall, and forget with vector search via ChromaDB