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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.

1.1K
live servers
38
avg trust
12K
most stars
301

Membot

Versioned context store with hybrid search for AI agents. Stdio + HTTP MCP server and CLI.

37
302

Deep Memory Local MCP Server

Local MCP server exposing @utaba/deep-memory as tools for AI agents

37
303

Brainrouter MCP Server

BrainRouter MCP server — the cognitive memory engine. Exposes recall, capture, focus scenes, persona, contradictions, skills, and graph queries as MCP tools for any MCP-speaking a…

37
304

Thoth Mem

Persistent memory MCP server for AI coding agents

37
305

Obsidian Second Brain

MCP server for Obsidian-based second brain memory using PARA methodology

37
306

Pamh Protocol

PAMH MCP - Model Context Protocol server for PAMH

37
307

Agent Waymark

Durable shared working-state for agent orchestration: an MCP server plus Claude Code and Codex hooks that inject project decisions, findings, and todos so sessions and sub-agents…

37
308

Ainative Memory

Enhanced MCP server-memory with ZeroDB cloud persistence and semantic vector search. Drop-in replacement for @modelcontextprotocol/server-memory that stores your knowledge graph i…

37
309

Agentctx

Agent Context Manager — manage context windows, memory, roles, token budgets, and multi-agent chains for Claude Code, Codex, Cursor, and any LLM-based agentic tool.

37
310

Aiagentsbay

Memory OS for AI coding agents. Local-first by default, with seamless cloud sync once you sign up. Persistent memory, projects, and teams for Claude Code, Codex, Cursor, and any M…

37
311

Founders Os Core

Transport-agnostic core for Founders OS — CRM, tasks, finances, feeds, memory, and visual surface tools, exposed as raw ToolMaps for any MCP transport.

37
312

Hystersis

Model Context Protocol (MCP) Server for the Hystersis persistent memory engine

37
313

Roverb

Roverb — a personal AI memory you write to from Claude/Codex and recall anywhere, over MCP.

37
314

Frinus

Frinus - MCP Server for Cognitive Memory (φρήν + νοῦς). Long-term memory, sessions, agents and knowledge for Claude and any MCP client.

37
315

Pam Protocol

PAM MCP - Model Context Protocol server for PAM

37
316

Uace

Universal AI Context Engine — local-first shared project memory served to any MCP-capable AI assistant.

37
317

Kimi Code Memory MCP Server

Local stdio MCP server providing cross-session memory for Kimi Code CLI

37
318

Arete MCP Server

MCP server for Arete portable AI identity - makes Claude Desktop remember who you are

37
319

Mneme MCP Server

MCP server for mneme: 9 tools for vault-native memory in Claude Code and MCP-compatible clients.

37
320

Urdr MCP Server

Model Context Protocol server for Urdr memory tooling

37
321

Aidimag

Persistent, verified memory for AI coding agents. CLI: dim.

37
322

Nautli

One local brain for all your AI agents. Facts in, contradictions resolved, junk forgotten. While you sleep.

37
323

Sdlc Agent 4 Enterprise Server

Code Intelligence MCP Server — multi-agent SDLC pipeline with semantic memory, code graph, and draw.io integration

37
324

Thatch

Persistent memory for AI coding agents — local embeddings, SQLite stores, zero config. Works with OpenCode (as a plugin), Claude Code (as an MCP server), and Cursor (as an MCP ser…

37
325

Tiny Tech

tiny.technology for every surface — MCP server + local REPL agent (Strands SDK): identity, cross-agent memory, DMs, tool forge, scheduled jobs, local shell/file/http tools, availa…

37
326

LBrain

BETA — Local-first memory for AI agents. Serves records with their source, date, and whether they actually answer the question. No account, no API key, nothing leaves your machine.

37
327

Auggy

looselyorganized

Turn business operations into agent-ready capabilities with controlled, predictable TypeScript augments.

updated 2 months ago
37
328

Memoryrouter Claude

John-Rood

Deterministic, project-scoped persistent memory for Claude Code: automatic hook retrieval/capture plus an optional OAuth MCP control surface.

37
329

Wontopos

wontopos

(beta) Wontopos (WOS) long-term memory as an MCP server — one memory across Claude Code, Claude Desktop, Cursor, ChatGPT, and your own agents.

37
330

Universal Rag

sid7vish

Universal RAG Memory MCP Server for AI assistants

37
331

Oh Memos

lsg1103275794

MCP Server for oh-memos — Intelligent Memory Management (Node.js, no Python required)

37
332

Mm Memory

mmhk

MCP Server for mm-memory Agent Memory System

37
333

Aismemory

rudedoggg

Persistent memory for AI agents. MCP server that connects to Agent Identity Service.

37
334

Vault Go

resolveup-cloud

MCP server and installer for Vault Memory: search, capture, and use account memory across AI clients.

37
335

Telys — on-device memory

thyn-ai

time free `telys login` (device authorization). `pipx install telys`

updated 8 days ago
37
336

MCP

use-crux

Portable Model Context Protocol tool sources for Crux.

updated 2 months ago
37
337

Engram

vedtechsolutions

Persistent memory for Claude Code — survives context compaction

updated 7 months ago
37
338

ContextFS

Universal AI Memory Layer - Cross-client, cross-repo context management with RAG. Works with Claude Code, Claude Desktop, Gemini CLI, and any MCP client.

★ 5
35
339

Memvault

给编程智能体的本地长期记忆:一个 SQLite 文件 + 16 个 MCP 工具 + REST / CLI / 可视化控制台,零 Key 可用、完全离线。 | Local long-term memory for coding agents: one SQLite file, 16 MCP tools, REST + CLI + dashboard, no…

★ 2
35
340

Mora

Experimental local-first memory CLI for MCP agents: read-only Gmail, calendars, iMessage, and files → cited local context

★ 9
34
341

Brainlayer

EtanHey

Persistent memory MCP for AI agents — SQLite, knowledge graph, 13-tool Python MCP + 17-tool BrainBar surface with ToolAnnotations

★ 9updated 7 days ago
34
342

Opencontext

slxca

A Model Context Protocol server for persistent project-specific AI agent context.

★ 9updated a month ago
34
343

Evermemo

A tiny, universal memory engine for humans and AI agents — CLI, HTTP API, MCP server, and shared memory hub in one small Go binary

★ 8
34
344

Braincore

Autonomous memory system for AI infrastructure.

★ 8
34
345

Memory Server

beach55607-max

Long-term memory for AI coding agents. Works with Claude Code, ChatGPT, Cursor, Gemini CLI, VS Code Copilot, Windsurf, Claude Desktop, Codex CLI. Deploy once to Cloudflare Workers…

★ 8updated 6 months ago
34
346

BrainCore

SynapseGrid-Labs

Autonomous memory system for AI infrastructure.

★ 8updated yesterday
34
347

Evermemo

venkatofl

A tiny, universal memory engine for humans and AI agents — CLI, HTTP API, MCP server, and shared memory hub in one small Go binary

★ 8updated 15 days ago
34
348

Graph Memory MCP

Semantic, persistent knowledge graph memory for LLM-based and multi-agent systems, exposed via the Model Context Protocol (MCP).

★ 6
34
349

afairai/afair

afairai

m afair`

★ 6updated 2 months ago
34
350

Mnema

File-first personal memory layer for AI agents. Markdown is the source of truth, SQLite is a disposable index; conflicts are recorded with provenance and resolved by humans, never…

★ 5
34
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