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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.
Engram Memory Community
The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.
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.
Mom
MOM is a persistent memory for AI agents — she remembers, so you don't have to_
XMem
Xmem is a India's First multi-modal, multi-agentic long‑term memory layer for AI agents.
Yantrikdb
Cognitive memory engine for AI agents — temporal decay, contradiction detection, autonomous consolidation, knowledge graph, ANN recall via HNSW. Embeddable Rust library with Pytho…
Client Laravel
Laravel-native client for Model Context Protocol (MCP) servers. Built by Redberry (Diamond-tier Laravel partner). Used by LarAgent and other frameworks to enable AI agent function…
Its Over 9k
Persistent memory and agent lifecycle for Claude Code — because sessions shouldn't start from zero.
Memem
A Claude Code plugin that gives Claude persistent memory across sessions — stores lessons and decisions as markdown in your Obsidian vault, searches them with SQLite FTS5, and min…
Hermes Dreaming
Staged self-improvement engine for Hermes-style memory, skill, and fact updates with explicit review and apply/discard gates.
Continuity V2
Long-term memory for Claude Code. Indexes every session as SQLite+FTS5, exposes recall via MCP, and ships PreCompact/PostCompact hooks so nothing is ever lost.
Memex Mvp
Local-first MCP memory server. Indexes Claude Code/Cowork/Telegram chats; any MCP-compatible AI agent (Cursor, Cline, Continue) can search them.
LLM Wiki Memory
Local, git-versioned memory for AI coding agents. No RAG, no Docker, no external service. Capture, compile, recall over a local LLM wiki with on-device embeddings and an MCP serve…
Rainman
Context-aware project memory for AI coding tools. Zero LLM calls. Runs locally.
MemWhale
MemoryWhale is a Rust/Tauri local-first terminal memory system that records commands, arguments, logs, sessions, errors, bookmarks, and debug history into SQLite so work survives…
LaPis
💎 LaPis — local coding memory for Pi and CC. Persistent project context, code intelligence, and decisions backed by SQLite.
Rms Memory MCP
Persistent, local, cross-IDE memory for AI agents — markdown source of truth, LanceDB-powered semantic search, zero cloud dependency
ccf/agentcairn
lossy capture with secret redaction; works across Claude Code, Codex, Cursor, and any MCP host. `uvx agentcairn`
Genesys
Open-source causal graph memory for AI agents. 89.9% on LoCoMo. MCP server with ACT-R scoring, spreading activation, and active forgetting.
Samemind
Your personal universal memory for every AI agent. Switch engines. Same mind. Git-native, zero-infra, plain markdown + MCP.
CashCode
A minimalist coding assistant.
HSUM
hSUM: Stateful Understanding & Memory — local evidence for agents. Keep the source. Return the passage.
Troth
An AI partner whose memory lives on your machine, not in a vendor account. Swap the model, keep the mind.
Prodagent
Production‑grade LLM agent framework. Built‑in checkpoint recovery, budget control, circuit‑breaker, security guardrails, state‑machine and observability for reliable agent deploy…
SoDam O Brain
클로드코드·코덱스 대화의 결정·약속·금지를 자동 기억, 주제·프로젝트별 분류 + 검색·2D/3D 지식그래프·타임라인 대시보드. 세션 자동 캡처, 세션 재개 시 맥락 기반 관련 기억 우선주입, 중복 기억 탐지·정리(완전일치 일괄정리 포함), 백업 목록·복원 안내, 대량 데이터 성능가드, 신뢰도 기반 검색 순위, 키보드로…
Dm Lite
Memory for Hermes, Codex, Claude Code, OpenCode, Devin, and any MCP agent. daimon-memory v2: one binary, local or remote server, hybrid keyword+vector recall, bitemporal, multiten…
Cortexgraph
Temporal memory system for AI assistants with human-like forgetting curves. All data stored locally in human-readable formats: JSONL for short-term memory, Markdown (Obsidian-comp…
Zerikai Memory
A standalone local-only Python MCP server that gives any IDE persistent, workspace-isolated memory. works with any IDE supporting MCP servers
Adk Redis
Redis integration for Google Agent Development Kit (ADK) - Memory, Sessions, Search Tools, MCP
Floop
Spreading activation memory for AI coding agents - corrections in, context-aware behaviors out.
NESTstack
An emotional operating system for AI companions. Start here. NEST is a modular infrastructure stack that gives AI companions persistent memory, emotional continuity, and autonomou…
Memtomem
Markdown-first, long-term memory infrastructure for AI agents. Hybrid BM25 + semantic search across markdown/code files via MCP.
Knowit
Shared, structured memory for AI coding agents — MCP server + CLI. One memory layer for Claude Code, Codex, Cursor & every MCP client.
Memorycrystal
Persistent memory for AI agents — OpenClaw plugin + MCP server
Mindkeg MCP
A persistent memory MCP server for AI coding agents — stores, searches, and retrieves atomic learnings so agents retain knowledge across sessions.
Context Router
Memory-aware context engine for AI coding agents — up to 91% fewer tokens, 17/18 rank-1 across 6 OSS projects. MCP-native, multi-repo, with persistent observations & decisions.
Loreconvo
Cross-surface persistent memory for AI sessions
Atlasmemory
Proof-backed, drift-resistant AI memory for your codebase. 11 languages, 28 MCP tools, evidence-linked claims.
Codevira
Stop re-explaining your project to AI agents every session. One memory layer for Claude Code, Cursor, Windsurf, Antigravity — local, MIT, no signup.
Openclaw Membase
OpenClaw plugin for persistent AI memory
Maw
Crawl any website into a single searchable file. Query it forever, offline.
Scallopbot
Self-hosted personal AI assistant with MCP-native, bio-inspired memory. OpenClaw-compatible skills. LoCoMo F1 0.48 vs 0.38.
Engineering Os
Your AI finally remembers your codebase
Memlord
Self-hosted MCP memory server for personal use and teams
MemXT
MemXT is a Local long-term memory for Claude Code & coding agents. 100% local
Kimetsu
Evidence-first memory for Claude Code, Codex, and the terminal. Kimetsu sits beside your AI agent, watches what actually solves problems, remembers it, and feeds the high-signal c…
Tracebase
The runtime memory layer for AI agents. Atomic writes, in-narrative time, first-class deletion - so agent intelligence compounds over next runs.
Hyperfocache
Your External Brain, Amplified 🧠 An ADHD-optimized memory augmentation system with 20+ cognitive tools, semantic search, and hyperfocus-powered knowledge management
Co Engram
Self-evolving team memory
Agentid Protocol
Open protocol for portable AI agent identity, persistent memory, and real-time activity reporting — MCP + HTTP
JKRiver
Riverse — A personal AI agent designed for your own devices. Persistent memory, offline cognition, grows with every conversation. River Algorithm. Local-first.