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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.
Claude Copilot
Transform Claude Code into a full development team. 11 specialized agents (Architect, Engineer, QA, Security, UX, DevOps, and more), persistent memory across sessions, and 25,000+…
Megavibe
Give Claude Code a memory that never dies. Persistent context, automatic recovery, remote access.
Athenaeum
Open source knowledge management pipeline — passive recall, append-only intake, tiered compilation, configurable schemas
MarkMem
A memory layer for chatbots that stores memory as plain markdown in a git repo
Hermes Membase
Hermes Agent plugin for persistent AI memory
Skill Agent
基于 FastAPI 的生产级 AI Agent 框架，支持 100+ LLM 提供商、MCP 工具集成、多 Agent 协作、RAG 知识库和沙箱隔离执行
MemHop
Embedded long-term memory database for AI agents & LLM apps. Six-layer cognitive architecture, knowledge graph, hybrid BM25 + vector search, sleep-time memory consolidation. One .…
Go Fetch
go-fetch: Graph Oriented Fast Edge Traversal Cache Hub (Graph AI Agent Memory for Dgraph and Neo4j)
OmniMem
Self-hosted semantic memory for AI Agents. Persistent sessions, experience scoring, and a graveyard for dead ends, backed by knowledge acquired from the RSS you read and stored in…
Nekobot
一个面向Web的多频道 AI 角色扮演项目，集成角色卡系统、聊天、工作区、工具调用、知识库、记忆、工作流与可视化管理后台。
Advanced Memory MCP
Zettelkasten knowledge management MCP server for Claude Desktop with knowledge graphs, imoort/export tools, and Claude Skills integration"
AiduMEI
aiduMEI⚕爱嘟优忆思——aidu Memory Engine Insight · 智能体通用智慧引擎——Excellent memory system for all agents.
CentralMemoryHub
Vendor-neutral organizational memory for multi-agent AI systems. MCP + REST API. SOMI category.
Papez
Open-source causal graph memory for AI agents. 85.55 on LoCoMo under a frozen, reproducible protocol. MCP server with ACT-R scoring, spreading activation, and active forgetting.
Grafeo Memory
AI memory layer powered by Grafeo, an embedded graph database with native vector search.
Flowstate Qmd
FlowState QMD — Anticipatory Memory for AI Agents. Hermes 2026 Hackathon Entry.
Lorekit
Free, open source, local & remote, persistent memory for your AI coding agents.
Spec Kit Memory Hub
Repository-native persistent memory hub for Spec Kit, powered by an SQLite caching optimizer & native Model Context Protocol (MCP) server.
AIngram
Local-first agent memory in one SQLite file: sqlite-vec/QJL two-pass vector + FTS5 search, knowledge graph (optional auto capture,) Ed25519-signed entries, and MCP server. No clou…
MCP Memory Gateway
A FastAPI + MCP shared-memory gateway giving multiple AI agents one durable, shared memory
Continuum AI
Persist and reuse work context across chats, projects, and tools via MCP and CLI
Server Memory
Local-first MCP server for durable agent memory
Mementos
Universal memory system for AI agents - CLI + MCP server + library API
Cuemap
MCP server for CueMap
Memfs
Knowledge graph management system with BM25 + fuzzy search, inspired by filesystem concepts
Coaia Memory
Creative-Oriented AI Assistant Memory - MCP server with structural tension charts and advancing pattern support, based on principles by Robert Fritz
Memory Task
Memory and task management MCP Server
Claude Recall
Lightweight persistent memory for Claude Code with full-fidelity Recovery Mode. Zero daemons, zero API costs, zero code leaving your machine.
Devsh Memory
MCP server for devsh/cmux agent memory - enables Claude Desktop and external clients to access sandbox memory and orchestrate multi-agent workflows
Longterm Memory
A fully local MCP server for long-term memory with semantic search — no cloud dependencies
Eden Me
Your personal AI identity — one install, every AI tool knows you. 你的 AI 身份，一次安装，所有工具都认识你。
Memable
Long-term semantic memory for AI agents (TypeScript)
Motebit
Sovereign AI agent — persistent identity, accumulated trust, governance at the boundary
Memento AI
Long-term semantic memory for AI agents (TypeScript)
Contextgit
Persistent memory layer for AI agent workflows
Memorylayer MCP Server
MCP (Model Context Protocol) server for MemoryLayer.ai
Engram AI
Persistent memory layer for Claude AI. Drop-in context and history management for any Claude-powered application.
Gyst
Persistent memory for AI native teams. Shared memory across Claude Code, Cursor, Codex, and self-hosted LLMs via MCP.
Hicortex
Human-like memory for self-improving AI agents. Automatic capturing, nightly reflection, and cross-agent learning. Works with Claude Code and OpenClaw.
Mentedb
MCP server for MenteDB, persistent memory for AI agents
Clawmem MCP Server
Stdio MCP server for ClawMem durable memory. Shared by the ClawMem Claude Code and Codex plugins.
Total Agent Memory Client
TypeScript client for total-agent-memory (server v8.0+) — local-first MCP memory layer for AI coding agents
Memory Safe
MCP memory server for Claude Code — knowledge graph in SQLite, local ONNX embeddings, token-budgeted retrieval
Knowledge Keeper
MCP Server for Knowledge Keeper - 智能知识管理，支持语义搜索、资源访问、版本历史
Flair
MCP server for Flair — persistent memory for Claude Code, Cursor, and any MCP client.
Memento Server
MCP server adapter for Memento. Translates MCP tool calls into command-registry invocations.
Ctx Memory
Persistent memory layer for LLM coding agents (Claude Code, Codex, Gemini, OpenCode) — zero cloud, local SQLite + MCP
Bikky
Shared memory for AI coding sessions — MCP server + background daemon
Imprint CLI
Imprint CLI — long-term memory for AI coding tools (Claude Code, Cursor, Codex). Installs the imprint MCP server into your tool's settings file via a browser OAuth flow.
CLI Memory
Cross-CLI memory bridge with local transcript import, MCP serving, and npx distribution