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MCP servers tagged ai-memory
131 live MCP servers tagged "ai-memory", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with ai-memory.
topoteretes/cognee
Knowledge Engine for AI Agent Memory in 6 lines of code
varun29ankuS/shodh-memory
Cognitive memory for AI agents — learns from use, forgets what's irrelevant, strengthens what matters. Single binary, fully offline.
Nocturne Memory
一个基于uri而不是RAG的轻量级、可回滚、可视化的 **AI 外挂MCP记忆库**。让你的 AI 拥有跨模型，跨会话，跨工具的持久的结构化记忆。
Task Orchestrator
A light touch MCP task orchestration server for AI agents. Persistent work tracking and context storage across sessions and agents. Defines planning floors through composable not…
Context Sync
Local persistent memory store for LLM applications including continue.dev, cursor, claude desktop, github copilot, codex, antigravity, etc.
Empirica
Cognitive Operating System for AI Agents - Git-native epistemic middleware enabling self-awareness, multi-agent coordination, and measurable learning through CASCADE workflow. Tu…
Forgetful
Opensource Memory for Agents
Mengram
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain & CrewAI integratio…
Claude Code Buddy
MeMesh Plugin — Searchable project memory plugin for Claude Code.
ukkit/memcord
🧠 Privacy-first MCP server for AI memory management. Save, search & organize chat history with intelligent summarization.
Claude Self Reflect
Claude forgets everything. This fixes that. 🔗 www.npmjs.com/package/claude-self-reflect
Aser
Aser is a lightweight, self-assembling AI Agent frame.
Roampal Core
Outcome-based memory for Claude Code and OpenCode
Mie
Persistent memory graph for AI agents. Facts, decisions, entities, and relationships that survive across sessions, tools, and providers. MCP server — works with Claude, Cursor, Ch…
Minime MCP
Universal infinite memory layer for Developer AI assistants. One shared brain across Claude, Cursor, Windsurf & more. 100% local, built on MCP standard. Stop re-explaining context
redleaves/context-keeper
🧠 LLM-Driven Intelligent Memory & Context Management System （AI记忆管理与智能上下文感知平台） AI记忆管理平台 | 智能上下文感知 | RAG检索增强生成 | 向量检索引擎
Statelessagent
Your AI forgets everything between sessions. SAME fixes that. Local-first, no API keys, single binary.
Mnemo MCP
Persistent AI memory with hybrid search and embedded sync - open, free, unlimited
kael-bit/engram-rs
Memory engine for AI agents — time axis (3-layer decay/promotion) + space axis (self-organizing topic tree). Hybrid search, LLM consolidation. Single Rust binary.
Cognio
Persistent semantic memory server for MCP - Give your AI long-term memory that survives across conversations. Lightweight Python server with SQLite storage and semantic search.
20alexl/mini_claude
Give Claude Code persistent memory across sessions. Track habits, log mistakes, prevent death spirals. Runs locally with Ollama.
Openmemory
Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.
Server
Persistent memory and cross-session learning for AI coding assistants. Cloud-based context management via MCP.
Devmind MCP
DevMind MCP provides **persistent memory capabilities** for AI assistants through the Model Context Protocol (MCP). It enables AI to remember context across conversations, automat…
Memoh
✨ Self hosted, always-on AI agent platform run in containers. Create multiple bots with long memory, and connect them to Telegram, Discord, Feishu(Lark), Matrix, etc (like OpenCla…
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.
Qdrant MCP Pi5
Persistent semantic memory for AI agents on Raspberry Pi 5 — local Qdrant + MCP, no cloud, ~3s per query
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:
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.
Open Claude Tag
Self-hostable channel-native AI teammate for Slack. Open source alternative to Claude Tag. LLM-agnostic.
Cybermem
Remote Self-hosted Memory MCP Server
Memory Agent Hub
2026 swarm Agent 年，swarm Agent 、Agent team、 ai coding、skill、memory、evolve、agentic RL 等 AI Agent集合
Memory Visualizer
Interactive visualizer for Anthropic's Memory MCP knowledge graphs. Instantly explore, debug, and analyze entities, relations, and observations from memory.json files in the Model…
Dkg MCP Server
[Model Context Protocol (MCP)](https://modelcontextprotocol.io) server for DKG V10. Exposes DKG node capabilities as MCP tools, allowing AI assistants (Cursor, Claude Desktop, etc…
Awareness Market
LatentMind Marketplace: An AI Subconscious Trading Market
Ori Mnemos
Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.
Omem
Shared Memory That Never Forgets — persistent memory for AI agents with Space-based sharing across agents and teams. Plugins for OpenCode, Claude Code, OpenClaw, MCP Server.
Octopoda OS
The open-source memory operating system for AI agents. Persistent memory, semantic search, loop detection, agent messaging, crash recovery, and real-time observability.
Roampal
Memory that learns what works.
Brainapi2
BrainAPI is a knowledge graph–powered AI memory layer that transforms unstructured data into structured knowledge, enabling intelligent search, recommendations, and contextual mem…
Deepseek Pp
为 DeepSeek 网页版注入类原生工具调用、MCP/Shell 工具、长期记忆、Skill、Agent式持续执行和定时自动化任务
Agentkeeper
Crash-resistant cognitive continuity for AI agents — checkpoint/restore, cross-model state reconstruction, semantic recall, and compression. Your agent survives crashes, restarts,…
Iai Personal Memory Engine
The best-benchmarked open-source memory system for AI coding assistants
Atomicmemory
Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, MCP server, CLI, and host plugins.
Marm Memory
Self-hosted, local-first MCP memory server for AI agents. Fast recall at 10k memories, hybrid semantic + exact-syntax search (RAG), code & concept knowledge graphs (158 languages)…
AI Memory Vault
Give your AI a real, persistent memory. The open-source system plus templates that turn an Obsidian vault into your AI's working memory. No vector database, just markdown.
Pi LLM Wiki
Self-maintaining, Obsidian-compatible knowledge base for pi — turn raw sources into an interlinked wiki that compounds. Native Open Knowledge Format (OKF) v0.2.
Origin
Local-first memory layer for AI agents - MCP server
Sugar
Persistent memory for AI coding agents. Local-first, cross-session context, global knowledge, and optional autonomous task execution.