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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.
Scribble MCP
A daily execution co-pilot that captures your day, detects drift, routes work, and provides lift when you need it. Stays portable and backup-friendly.
Yashigatakae
Cross-device Claude Code operating system built for developers who want memory, speed, and continuous productivity.
Writefence
Local admission control for AI agent memory writes
Project2AgentWorkOS
Transfer all projects, Codex threads, failure reviews, and half-finished ideas into AgentWorkOS: Agents, Memory, Skills, MCP, Workflow, and Rules.
Codex Unison
Persistent memory for OpenAI Codex CLI — powered by Unison.
Oc Piloci
piLoci is a self-hosted MCP memory server built to save tokens, I/O, and LLM calls on low-power devices like Raspberry Pi.
Engramia
Reusable execution memory and evaluation infrastructure for AI agent frameworks — BUSL 1.1
Persy
Persistent memory for Claude Code — notes, episodic, and procedural memory across sessions (MCP + hooks).
Xlore
Git-based cross-chat memory your AI agents maintain — across Claude Code, Cursor, ChatGPT and more
Agent Salience
Deterministic local salience, similarity, repetition, and threshold utilities for agentic systems.
Claude Mem Codex
Share claude-mem context between Claude Code and OpenAI Codex
Cursor Amnesia Kit
Stop your Cursor AI from forgetting, mixing up concurrent chats, and redoing finished work. Zero-dependency rules + tools: content-fingerprint session recall + reconcile-first git…
AI Mind Suite
三个 MCP 服务器：受规则约束的思维框架（八步决断闸门）、带遗忘曲线的记忆库（双强度+上下文策展）、事件型内心提醒（任务锚定闹钟）。本地 SQLite，零云依赖，178 项断言。工具定义 token 开销实测见各 README。
Personal Memory Plane
A self-hosted, AI-independent durable memory system with bidirectional memory flow between OpenAI cloud chat, Codex, and local Markdown knowledge.
Pibuddy
PiBuddy：本地优先的 AI 办公助手。长期记忆可治理——显式保存、来源可追、删除即失效。Electron + Vue 3 + pi。
Sechel
Serverless MCP memory server for AI coding agents. Next.js + Turso on Vercel, with team access admin panel.
Dsh Memorix Panel
Memorix memory panel for the DSH Web GUI: browse every project and memory, read full details, archive/restore and create memories — writes go through the official memorix CLI.
Sayhi
识海 Noetide — 本地优先、零依赖的个人记忆系统：AI 只提候选不写入，每条记忆带证据链。Local-first personal memory system, pure Python stdlib + SQLite, web UI + MCP.
Dsh Mindforge
Encrypted 4-layer lifelong memory plugin for DeepSeek Harness - powered by MindForge
Bloom
Persistent cross-session memory for Claude Code and any MCP-compatible client. SQLite + FTS5, optional embeddings (OpenAI/Voyage/local). Survives Opus 4.7's small context window.
OpenClawdCode
Persistent memory + context engine for Claude Code via MCP. Spiritual port of OpenClaw memory-lancedb-pro and lossless-claw to Claude Code. Local-only (LanceDB + Ollama + Obsidian…
Repomemory
🧠 Repo-aware memory layer for coding agents. Capture sessions, share context across Claude/Codex/OpenHands via MCP. Stop repeating mistakes.
Forkscout Memory MCP
Standalone MCP server for persistent AI agent memory — knowledge graph, conversation history, task tracking, and self-identity. Runs on Bun.
Loci Local
Loci (忆宫) — a memory palace your agents share. Zero dependencies, one SQLite file, 100% local. A local-first MCP memory hub shared by all your AI agents.
Aiops Fabric
Plug-and-play, infrastructure-agnostic Enterprise AI Platform (ViewSense AI)
MemoryD
Portable virtual memory for AI agents: MCP-native, local-first, scoped, and evidence-backed.
Threadline MCP
MCP server for Threadline — the persistent context layer for AI agents.
Memento Cursor Plugin
Persistent AI memory for Cursor - your AI remembers your codebase, conventions, and team knowledge across every session.
The Crab Engram
🦀 Persistent memory for AI coding agents — 7 auto-learning engines, encryption, graph-based knowledge. Written in Rust.
Clawhq MCP
ClawHQ MCP server — connect any Model Context Protocol client to your ClawHQ Super Memory
Agent Cog
A custom-built autonomous AI agent harness created from scratch in Python.
Erebyx SDK
Rust SDK for EREBYX — persistent, cross-session AI memory.
PMIS V2
Personal OS for work that ships — surprise-gated memory + project tracking + work sessions, bound by outcomes.
Claude Meister
Claude Code runtime + global memory + wiki + injector. Cuts per-task token use ~99% in LIGHT mode vs naive load.
Gnar
Shared memory for switching IDEs, agents, and context windows — an MCP server + CLI in one Go binary.
Contextgit MCP
Local, git-style memory for AI agents (MCP server).
Automem Synapse
Claude Code plugin: automatic AutoMem recall + a fail-closed memory write gate.
CRT GroundCheck SSE
CORE/Aether — epistemic governance for AI agents. Belief substrate with trust math, contradiction detection, and a measured belief/speech gap. The model is the mouth; the substrat…
Nmem
Spreading-activation memory for agents. Graph brain, not a vector DB. Rust, MCP, weak-hardware friendly.
Scoped Memory
Local-first project memory and compact engineering IR for Codex and DeepSeek Harness
Agentboost
A thin, pluggable planning / memory / verification / safety layer for coding agents (Claude Code, Cursor, OpenCode, Codex).
Megapedia
Local knowledge base for AI agents - single Go binary, zero deps, tiered L0/L1/L2 retrieval, Chinese tokenization
Contexel Gemini
Contexel for Gemini CLI: your team's shared memory, alongside Gemini's own. One-command install.
Unified Agent Context
Shared local context and memory for multiple AI coding agents via MCP, scoped facts, startup injection, and secret-safe distillation.
Nexora
Agent-native data layer — SQLite by default, Postgres when you need scale, 38 MCP tools, structured memory, webhooks, data import/export
Khwan Client Python
Khwan Python client (pip) — hosted, BYOM
OpenKOS
Team memory engine for AI agents — write, route, graph, recall, inject. Self-hostable.
Coster
Offline-first, zero-API-key context persistence for AI coding assistants. One memory store, synced to Claude Code, Cursor, OpenCode, Copilot, and 9+ tools.
Zime Memory
Qdrant + MinIO + SQLCipher 기반 Multi-Store 개인 메모리 MCP 서버
Memory LanceDB Pro
Full memory-lancedb-pro memory enhancement system for Claude Code via MCP protocol — hybrid retrieval, smart extraction, auto-capture, intelligent forgetting, multi-scope isolatio…