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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.
Memtomem Stm
Short-term memory proxy gateway with proactive memory surfacing for AI agents
Megg
Git-native memory for AI agents — markdown knowledge in .megg/ folders that travels with your repo. MCP server + CLI for Claude Code.
Project Mem MCP
An MCP server that enables AI agents to persistently store and retrieve project information from a memory file.
Better Memory MCP
Enhanced MCP memory server with advanced graph operations: observation-level search, relation filtering, neighbor traversal, subgraph extraction, and path finding. Fork of @modelc…
Granum
VectorDB Context tool for claude code
Token Enhancer
Reduce web pages to clean text before they reach your AI agent’s context window, saving tokens and cutting noise
Mycorrhiza MCP
Persistent memory MCP server (SHA-256 hash chain, local SQLite) — gives your AI the power of continuity, of remembering itself as if having a life, like you.
Do SOUL Alaya
The local-first memory plane for CLI coding agents. Codex and Claude Code attach via MCP; SQLite-backed, evidence-gated, no GUI. Cross-session memory that the agent proposes and a…
Palimem
Governed local-first memory for coding agents — supersession, scoped recall, and audit on your machine. Spec v1.7.0, 143 validation behaviors.
Logica Mind
The continuity substrate for AI agents — memory that becomes a mind: a versioned self-model, a cognitive heartbeat, a shared cortex, metacognition & debate, on temporal-graph memo…
Amem
The memory layer for AI coding tools. Local-first, semantic, works with Claude Code, Cursor, Windsurf & any MCP client.
Engram Mem
Persistent memory for AI agents. Dual-memory system (episodic vector + semantic graph) with CLI, HTTP, MCP & WebSocket interfaces.
Axiom Reflex
Hooks, skills, agents, and MCPs that make Claude Code more autonomous and reflex-driven. Built for AI-first solo founders.
Apex Memory
Persistent memory MCP server for AI coding agents. Ultra-lightweight (46 kB), cloud sync, works with Claude Code, Cursor, Windsurf. npm install apex-memory
Bifrost Plugin
Claude Code + Claude Desktop plugin for any Bifrost MCP gateway: one-command setup, skill discovery, agent-driven memory, signed admin policy, and OAuth 2.1 for Desktop.
Agentmemory Codex Windows
Independent Windows-native AgentMemory downstream for OpenAI Codex Desktop and CLI, with managed hooks, persistent project-scoped memory, federated recall, and optional local grap…
Mcpalace
O Palácio da Memória para Inteligência Artificial
Memory Bank MCP Mongo
A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.
Chatdb
A small mcp service to record things in sqlite. A simple GPT memory layer. ;)
LLM Exo Graph
Advanced Knowledge Graph Engine with semantic search and temporal tracking
Aiana
AI conversation attendant for Claude Code - monitors and records conversations in real-time via Claude Code API
Memoraeu MCP
Zero-knowledge persistent memory layer for Claude — AES-256-GCM encrypted, semantic search, EU hosted. MCP server for Claude Desktop.
Memoraeu Server
Zero-knowledge persistent memory layer for LLMs — AES-256-GCM encrypted, semantic search via Qdrant, MCP server for Claude Desktop / Sovereign European MCP memory layer — self-hos…
Nobrainr
Persistent memory and knowledge graph for AI agents via MCP — PostgreSQL + pgvector + Ollama
Vfkb
ViloForge KnowledgeBase (vfkb) — per-project knowledge substrate for the ViloForge software factory; the memory engine vfwb and the agent fleet ground against. Greenfield TypeScri…
Tuls
A compact Rust MCP toolbox for filesystem access, HTTP fetches, persistent memory, local process execution, reusable skills, and provider-backed local subagents.
Trailmem
Local-first, graph-linked persistent memory for AI coding agents — MCP server + CLI. SQLite knowledge graph, typed edges, 4-band dedup, once-per-session briefings, no telemetry.
Personal Understanding
Evidence-chain memory for AI agents - verbatim-first, auditable, anti-fabrication. Tell your story once, recall it with proof. Local-first skill + MCP server for Claude, Codex and…
Dsh Memory Forget
Forgetting engine for AI agents — memory TTL, decay, eviction, audit. The opposite of memory programming. DSH plugin + local skill + CLI.
Claude Rework
Local memory for Claude. Indexes your past sessions so Claude can answer questions about them for ~2.5k tokens instead of ~211k, and carries that memory to a new machine or accoun…
Memotrust
A cloud of trusted and proven memories for your AI agents.
Memoryhub
MCP server for persistent memory using Qdrant vector store
Spokes
Local MCP memory of your GitHub repos for Cursor — search, reuse code, live reuse journal
ProactiveAgent
跨工具共享记忆 + 主动建议的零依赖 MCP Server。Claude Code / Kimi Code / Cline / Cursor / Proma 共享同一份主动记忆，记住你教过的一切，并在合适时机主动开口提醒（含桌面通知 daemon）。npm @proactive-agent/mcp 0.9.2 · 本地优先 · 防投毒 · UMP 互操作
Membrain MCP
Self-hosted AI memory ledger. You and your agents share one memory over MCP — one SQLite file, web UI, works offline. npm i -g membrain-mcp
Mneia
Shared project memory and handoff for teams working with AI agents. Checkpoint decisions, rehydrate context, hand work over — through MCP or the CLI, in Claude Code, Cursor, or Co…
Membro
Local-first memory for AI assistants: append-only fact ledger behind deterministic extraction walls, immutable transcripts, provenance-carrying summaries, MCP tools. Loopback-only…
Lingtai MCP
Self-evolving knowledge management system: Obsidian vault + a zero-dependency MCP server (86 tools). Refines raw materials into structured knowledge, evolves its own rules, and ru…
Mneme Plugin
Persistent cross-project memory and phase-workflow engine for Claude Code — human-gated, local-first, event-sourced. Ships as a plugin.
Vayl
Reconciling memory for coding agents: switch a library or decision and your AI assistant actually forgets the old one — no stale suggestions. MCP server for Cursor & Claude Code.
Daydreamer
The Future Remembers
Client Agent Airbnb
A multi-server Model Context Protocol (MCP) client that integrates Airbnb search capabilities with persistent memory storage using OpenAI's vector stores.
Gen And Agentic AI Udemy
Hands-on exploration of Generative and Agentic AI — covering tokenization, prompt engineering, RAG pipelines, memory-enabled agents, MCP servers, and LangGraph-based orchestration…
Memory Implementation
Production-ready MCP Memory Service implementation with multi-client support, distributed sync, and cloud-ready architecture
Openmemory MCP Claude Starter
Claude + MCP + OpenMemory — give Claude a real, persistent memory with full temporal reasoning.
Multi Memory MCP
Multi-Memory MCP Server
Claw Recall
Store and search AI agent conversations to recover lost context and improve memory persistence in multi-agent workflows.
Anamne
Brain-inspired local-first memory layer for Claude, Cursor, and any MCP-compatible AI tool. Three memory layers (episodic / scratchpad / working), ACT-R activation decay, 21 MCP t…
Amnesia
Context continuity for Claude Code & Grok — structured handoffs keep agent memory intact across compaction.
Llama Server Memory Local
MCP memory service for llama-server