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MCP servers tagged long-term-memory

139 live MCP servers tagged "long-term-memory", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with long-term-memory.

139
live servers
39
avg trust
13K
most stars
1

Evermemos

EverMind-AI

One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.

★ 13Kupdated yesterdayApache-2.0
92
2

Cognio

0xReLogic

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.

★ 12updated 9 months agoMIT
69
3

Magec

achetronic

Multi-agent AI platform with voice and text control. Visual workflows, web interface, and chat integrations (Telegram, Discord, Slack). Long-term memory, any LLM backend, extensib…

★ 110updated a month agoApache-2.0
67
4

Qurio

havingautism

Qurio brings multi-provider models, custom agents, reusable skills, MCP servers, HTTP tools, retrieval, long-term memory, Deep Research, and Scrapbook into one operating surface.

★ 45updated 3 months agoNOASSERTION
67
5

Penelope

Agent personnel autonome en Rust, tournant sans écran sur un Mac. Telegram ou SSH, mémoire en Markdown, serveurs MCP, workflows durables, approbation avant tout ce qui engage.

★ 2
64
6

Cyrene Agent

一款开源、基于昔涟开发的桌面 AI 智能体/An open-source desktop AI agent based on Cyrene.

★ 696
59
7

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…

59
8

Awesome AI Companion

Open-source AI companions, desktop pets, long-term memory & proactive chat. 人机恋开源项目大全。让你的家机能够脱离官端自主存在,拥有记忆和主动性。

59
9

Neuralmemory

Hexecu

Persistent Knowledge Graph Memory for AI Coding Agents. Adds long-term context (goals, strategies, preferences) to Cursor, Windsurf, & VS Code via MCP.

★ 16updated a month agoMIT
58
10

Kiwi Mem

LucieEveille

🥝 Self-hosted memory gateway for AI companions — OpenAI-compatible proxy with vector search, memory heat, Dream consolidation and calendar-level summaries · AI 伴侣记忆网关:向量搜索、记忆热度、Dr…

★ 292updated a month ago
52
11

Selene

Selene is a desktop app that runs AI agents on your machine. Connect them to your WhatsApp, Telegram, Slack, or Discord. Write code, generate images, build personal assistants. Al…

52
12

Agentkeeper

Crash-resistant cognitive continuity for AI agents — checkpoint/restore, cross-model state reconstruction, semantic recall, and compression. Your agent survives crashes, restarts,…

52
13

Iai Personal Memory Engine

The best-benchmarked open-source memory system for AI coding assistants

52
14

Iva Agent

AI assistant in Telegram that remembers everything and helps you run your life. Self-hosted in one command.

52
15

Dsh Noema

Noema long-term memory plugin for DSH: durable, inspectable agent memory with recall tools and a settings page.

52
16

Aelios

分层长期记忆内核 · Cloudflare Workers + D1 + Vectorize · 即时捕获/4小时抽取/凌晨整理三档写入,六层记忆 + 可视化 curation面板。QQ群:1091783659

52
17

Origin

dstotijn

Local-first memory layer for AI agents - MCP server

★ 4updated a year agoApache-2.0
49
18

Serein

Yinglianchun

雨落下的地方,记忆会再次开花。可自部署的 AI 长期记忆与聊天网关。Self-hosted AI memory & chat gateway for long-term conversations.

★ 75
44
19

Osk System

lpaiu-cs

Source-grounded MCP memory runtime and Obsidian-compatible vault template for LLM agents.

★ 51updated 6 days ago
44
20

Agent Memory Engine

A long-term memory engine for coding agents: two-stage retrieval + gating, hybrid (vector + BM25) search, optional cross-encoder rerank, Ebbinghaus decay, and cross-session collab…

★ 5
44
21

Openclaw Engram

Local-first memory plugin for OpenClaw AI agents. LLM-powered extraction, plain markdown storage, hybrid search via QMD. Gives agents persistent long-term memory across conversati…

44
22

Remnic

Local-first memory plugin for OpenClaw AI agents. LLM-powered extraction, plain markdown storage, hybrid search via QMD. Gives agents persistent long-term memory across conversati…

44
23

Engramory

A portable memory protocol for AI agents — load it as standing rules; a curation discipline + reference spec + optional cap hook.

44
24

Iva

AI assistant in Telegram that remembers everything and helps you run your life. Self-hosted in one command.

44
25

Memexa

A traceable personal memory layer that carries verified state across apps, models, and AI agents.

44
26

EverMe

Open-source CLI and Agent plugin suite for EverMe — cross-device, cross-Agent personal memory for AI Agents.

44
27

Recollect

Self-hosted AI memory and MCP coordination for coding agents. Persistent context across repositories and sessions, with knowledge graphs, hybrid search, and a desktop web UI. Buil…

★ 41
39
28

Daidocs

Kerneta

Open plain-text file format for AI memory. Your assistant's long-term memory as .dai files on your disk: readable by Claude, GPT, Gemini, Cursor, local models and grep (all LLM mo…

★ 31updated 10 days ago
39
29

Dudulove Memory

VITASID57

Self-hosted continuity memory for persistent AI identities across agents, models, and interfaces.

★ 31updated 12 days ago
39
30

Eidetic

Claude Code memory system — auto context injection, drift detection, compounding, FTS5/vector search, Obsidian vault export. Zero core deps.

★ 14
39
31

OpenDB

opendb-ai

AI-native local database for files, search, and long-term agent memory.

★ 14updated 2 months ago
39
32

Lint AI

RooAGI

Persistent memory layer for AI coding agents — current-state retrieval that knows what is still true. Claude Code, Codex, Gemini CLI.

★ 11updated 4 days ago
39
33

IHMT MEMORY

gonzaroman

Long-term memory for AI coding agents (Claude Code, Codex, opencode) as a tree of plain files

★ 11
39
34

Memhub

Self-hosted AI memory for people and teams: project continuity, traceable evidence, private workspaces, and MCP integration.

★ 5
39
35

Imprint

💡imprint turns coding corrections into durable, portable markdown rules that AI agents recall before every edit. Go CLI + MCP for Cursor and other editors; built-in Shelves indexe…

★ 2
39
36

AI SDK

Hosted AI agent memory that learns from outcomes, with shared rooms, for the Vercel AI SDK (ai 5, 6 and 7): the @mnemoverse/mcp-memory-server tools, run in process

★ 2updated 11 days ago
39
37

Widemem AI

Next-gen AI memory layer with importance scoring, temporal decay, hierarchical memory, and YMYL prioritization

39
38

cdeust/Cortex

coding write gate, WRRF retrieval. PostgreSQL + pgvector, 33 MCP tools, 7 lifecycle hooks. Benchmarked 97.8% R@10 on LongMemEval. `claude plugin marketplace add cdeust/Cortex`

39
39

Memclaw

Persistent project memory for AI coding agents — isolated workspaces per project, web dashboard to review what your agent remembers, team collaboration. Free to use.

39
40

XMem

Xmem is a India's First multi-modal, multi-agentic long‑term memory layer for AI agents.

39
41

TrueMemory

A living memory system that ingests long-horizon data to infer insights, enabling more decisive action, all while running on a single SQLite file locally.

39
42

Dakera Deploy

Self-hosted Dakera AI memory server — Docker Compose, Kubernetes, Helm, HA cluster setup, and monitoring.

39
43

Rifugio Community

我们的港湾

39
44

Distill Kura

蒸留蔵 — distilled long-term memory for agents: recall by meaning, writing gated by evidence, one kura per agent mode. Ships as a DeepSeek Harness plugin and an MCP server.

39
45

Adk Redis

Redis integration for Google Agent Development Kit (ADK) - Memory, Sessions, Search Tools, MCP

39
46

0gmem

Long-term conversational memory system for AI agents — cell-based architecture with hybrid BM25 + semantic retrieval. 96% accuracy on LoCoMo benchmark.

39
47

Pieces To Agents

Turn your Pieces Long-Term Memory into an AGENTS.md your coding agents can read. Local-only, redaction-first.

39
48

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 .…

39
49

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.

39
50

FERNme

A lightweight memory engine for AI agents using fuzzy graphs, Hebbian updates, and optional LLM gating.

39
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