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MCP servers tagged memory
286 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.
Scanadi MCP AI Memory
A production-ready Model Context Protocol (MCP) server for semantic memory management
Memwal
Walrus Memory MCP client — single-binary stdio MCP server that bridges Cursor / Claude Desktop / Antigravity / Claude Code to the Walrus Memory relayer. Handles browser-based wall…
agentmem
AgentMem is a high-performance, enterprise-grade memory management platform for AI agents and LLM-powered applications. It provides persistent memory, intelligent semantic search,…
server
dynamic identity - agentic memory - your digital extension for all your AI
Robotmem
Thin npm wrapper for the robotmem Python CLI and MCP server.
Audrey
Biological memory architecture for AI agents. Cognitive memory that decays, consolidates, self-validates, and learns from experience.
Structured Memory Engine
Persistent, self-maintaining memory for AI agents. 1,451 tests. 5ms recall. $0/month forever.
Dragon Brain
Dragon Brain — persistent long-term memory for AI agents via MCP (Model Context Protocol). Knowledge graph (FalkorDB) + vector search (Qdrant) + CUDA GPU embeddings. Works with Cl…
Widemem AI
Next-gen AI memory layer with importance scoring, temporal decay, hierarchical memory, and YMYL prioritization
Mychatarchive
Local-first AI memory archive. Import ChatGPT, Claude, and Grok exports, generate semantic embeddings, and search via MCP server. Zero cloud, zero cost.
Synaptic Memory
Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.
ALMA Memory
Persistent memory for AI agents - Learn, remember, improve. Alternative to Mem0 with scoped learning, anti-patterns, multi-agent sharing, and MCP integration.
Hippograph Pro
Description: Self-hosted graph-based associative memory for personal AI agents. Spreading activation, emotional weighting, zero LLM cost.
Aegis Memory
Secure context engineering for AI agents. Content security · integrity verification · trust hierarchy · ACE patterns. Self-hosted, Apache 2.0.
Claude Teams Brain
Give your Claude Code Agent Teams a memory. Auto-injects role-specific context into every new teammate — your team never starts blind again.
Claude Mem Lite
Lightweight persistent memory system for Claude Code — FTS5 search, episode batching, error-triggered recall
Multi Agent Memory
A Multi Agent Memory MCP That Connect Agents Across Systems and Machines
Keep
Reflective memory for agents
MemoryPilot
The most advanced AI memory server in the world. Hybrid search, Temporal Knowledge Graph, transformer embeddings, AAAK compression (3x token savings) — pure Rust, single binary, z…
Remembrallmcp
Whole-codebase knowledge for AI coding agents. A field-aware code graph (functions, classes, methods, fields, references) plus persistent memory. Rust, Postgres + pgvector, MCP.
Zengram
A Multi Agent Memory MCP That Connect Agents Across Systems and Machines
Altk Evolve
Self improving agents through iterations
AI Context OS
Persistent, inspectable memory that grows and refines over time. Built on files. Owned by you.
Rekal
Long-term memory for LLMs. MCP server backed by hybrid search in a single SQLite file.
Rasputin Memory
The ultimate memory backend for OpenClaw and Claude Code. Persistent conversation memory with LLM fact extraction, foundation-model reranking, and 77.7% LoCoMo accuracy. MCP nativ…
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.
OKFy
Turn docs into agent-readable knowledge bundles using Open Knowledge Format (OKF)
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…