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MCP servers tagged ai-memory

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

582
live servers
38
avg trust
33K
most stars
201

Grasp

Passive, local, zero-API memory for AI coding agents — captures Claude Code transcripts, embeds them on-device, and shows them as a 3D memory graph. Rust + Tauri.

★ 2
34
202

Claude Code Memory

Local-first memory for Claude Code: auto-memory + Stop hook + local semantic search (Ollama) via MCP. Nothing leaves your machine.

★ 2
34
203

Aidaemon

Lightweight AI framework providing access to mcps, skills, scheduled jobs, persistent memory etc.

★ 2
34
204

Inkwell Memory

veronchenko

MCP server giving AI agents persistent memory: Markdown files as source of truth, hybrid BM25 + embedding search, typed graph relations. Self-hosted, single Docker image.

★ 2updated 2 months agoMIT
34
205

Smara

smara-io

Persistent memory for AI tools. Give Claude, Cursor, and Codex shared context that survives across sessions.

★ 2
34
206

Memor AI

bnimit

One local memory shared by every AI coding agent — Claude Code, Cursor, Codex, Copilot, Kimi, Goose. No API key, no cloud, no plugin to install. Plus opt-in token compression.

★ 2updated a month ago
34
207

Uncensored Fleet

cognis-digital

Deploy a local multi-model LLM fleet (llama.cpp) with an agent harness, hermes memory, and a one-command CLI

★ 2
34
208

Enfold

victorv2i

Enfold. Every memory enfolds the whole. Local, private long-term memory for AI agents: one SQLite brain shared by Claude Code, Codex, and Hermes Agent, with hybrid semantic + symb…

★ 2updated a month ago
34
209

Particles Engine Py

LinkedParticles

Particles reference engine — corpus, LLM claim extraction, belief store, query/lint/review, CLI + HTTP + MCP. PyPI: linkedparticles

★ 2updated 15 days ago
34
210

Aletheia Memory

khaledgabal2

Local, auditable memory for AI agents.

★ 2updated 28 days ago
34
211

Memory Plugin

Lotargo

Local-first memory, hybrid RAG, and agent personalization for AI coding agents. MCP + CLI for OpenCode, Claude Code, Codex, Gemini CLI, Antigravity, and Jules.

★ 2updated a month ago
34
212

Tinm

momo590

Cross-session memory for Claude Code — stop re-pasting yesterday's context.

★ 2updated 5 months ago
34
213

Trapic Core

trapicAi

Self-hosted context engineering engine for AI — MCP server with SQLite, PostgreSQL, or MariaDB

★ 2
34
214

AI Memory Comparison

Saturate

Interactive comparison of persistent memory systems for AI coding agents and chatbots

★ 2
34
215

Kannaka Memory

kannaka-labs

The Holographic Resonance Medium — wave-interference memory for AI agents. Bilateral hemispheres, dream consolidation, belief formation, NATS swarm sensemaking.

★ 2updated 6 days ago
34
216

Novyx Vault

novyxlabs

Local-first markdown workspace with AI memory, rollback, audit trails, knowledge graph, and desktop/cloud modes.

★ 2updated 6 months ago
34
217

AgenticOS Workbench

zzoretich

A second brain and supervised Chief of Staff for Claude Code and Codex CLI: persistent memory, recall and session capture, plus proposals you approve before anything changes. Live…

★ 2updated 6 days ago
34
218

MyMemory

georgeyang1024

A local-first memory service for humans and AI agents.

★ 2
34
219

Melete

ychampion

Superintelligence personal AI that does work you while you sleep. Open source, model agnostic alternative to Muse. Built on Hermes

★ 2updated 12 days ago
34
220

Memglow

R0zumnik

Watch your AI's memory come alive — a live 3D brain of your Markdown notes that lights up as Claude Code, Cursor & other agents read, search and write.

★ 2updated 10 days ago
34
221

Counterparts

mlapeter

Memory for AI, modeled on human memory — a local-first memory layer that turns Claude Code into a counterpart

★ 2updated 7 days ago
34
222

Autonom

cetio

Mono repo for AI agent coordination, salience, and memory focused on passive hooks and lean MCP.

★ 2updated 10 days ago
34
223

Claude Penfield

penfieldlabs

🧠 Persistent memory for Claude Code. Free trial → https://portal.penfield.app/sign-up

★ 2updated 8 months ago
34
224

Memory Server

foxj77

Persistent shared knowledge graph memory for AI agents via MCP — built for kagent, compatible with any MCP-capable agent framework

★ 2updated 2 months ago
34
225

Aegis

milema-gif

Agentic Project Autopilot — meta-orchestrator for idea-to-deployment pipelines

★ 2updated 6 months ago
34
226

Nexus Mind

smart-coder-labs

Open-source, self-hosted team memory for AI coding agents. Share, search, and audit project context through MCP.

★ 2updated 4 days ago
34
227

Hippocampus

marcelinollima

Self-hosted persistent long-term memory for Claude Code and MCP clients. One memory for every session and machine: hybrid BM25 + local vector + knowledge-graph search over plain M…

★ 2updated 18 days ago
34
228

Mnemo

mariojcr

Self-hosted long-term memory for AI agents. Remembers conversations, tracks changing facts, and recalls context across sessions. MCP, Claude Code & Codex.

★ 2updated 4 days ago
34
229

MemVault

dreamor

MemVault — The Shared Memory Layer for Every AI Agent You Run. Self-hosted, open-source MCP memory server with auto-injection, hybrid (BM25+vector) search, and zero-config sync —…

★ 2updated 2 days ago
34
230

Mnemo MCP

sshisto

🧠 Manage persistent AI memory with hybrid search and embedded sync for open, free, and unlimited access.

★ 2updated 6 days ago
34
231

Cairn

mutouwilson

Personal Memory / Context OS — local-first, auditable, readable by every MCP agent

★ 2updated a month ago
34
232

Pulse

zbs-gg

Local-first, state-aware memory engine for AI agents (MCP). Retrieves the right remembered episode for your current state — and shows why — instead of the closest text match. Clau…

★ 2updated a month ago
34
233

Graphmind

kostya-pakhomov

GraphMind v2 — постоянная общая память для ИИ-агентов по MCP (Rust): граф знаний с причинными связями, семантический поиск, персист между сессиями

★ 2updated 3 months ago
34
234

Memforge

zql0805

Let AI coding assistants remember your team's knowledge across sessions

★ 2updated 3 months ago
34
235

AIDaemon

EvalVis

Lightweight AI framework providing access to mcps, skills, scheduled jobs, persistent memory etc.

★ 2updated 7 months ago
34
236

Cortex

leesummerdesigns

A second brain for your AI: Markdown memory as a living neural network, available inside Claude, Cursor and other AI apps. macOS.

★ 2updated 2 days ago
34
237

Claude Code Memory

tak-ne-4estno

Local-first memory for Claude Code: auto-memory + Stop hook + local semantic search (Ollama) via MCP. Nothing leaves your machine.

★ 2updated 3 months ago
34
238

AI Memory MCP

MCP server giving Claude, ChatGPT and any AI assistant long-term memory: 100% local semantic search over your conversation history. No cloud, no API keys.

★ 1
34
239

Reef

diepzee

reef — shared, living memory for you and your people, over MCP

★ 1updated a month ago
34
240

MemCore

ManuelWarland

Local, file-based shared long-term memory for AI coding assistants — SQLite + FTS5, no daemon, no cloud. Access via MCP, CLI, JSONL bridge or raw SQLite.

★ 1updated 11 days agoMIT
34
241

AI Memory Free

BizrnrAI

Free MIT-licensed, LLM-agnostic memory for any AI project — Supabase, pgvector, Vault, HTTPS, and MCP.

★ 1updated 12 days ago
34
242

Obsidian Shared Memory Bus

passionworkeer

Local-first Obsidian shared memory bus for Codex, Claude Code, OpenCode, and other MCP-capable agents

★ 1
34
243

Fornixdb

itdtllc

Persistent local memory for any AI — private, model-agnostic, and inspectable.

★ 1updated 17 days ago
34
244

Claude Vps Setup Prompt

religious-polygoniacomma936

Harden a Hetzner Ubuntu 24.04 VPS with Claude Code: SSH, UFW, fail2ban, updates, and optional Tailscale setup

★ 1
34
245

ContextLedger

MohamedHussien-zseeker

Local-first, human-editable memory infrastructure for AI agents. Git for AI memory.

★ 1updated 3 months ago
34
246

NeuralVaultCore

getobyte

Infinite Long-Term Memory for AI Agents — MCP Server

★ 1updated 6 months ago
34
247

GrayMatterEnvironment

recla93

The Gray Matter suite, developed as one tree: Neuron (persistent semantic memory), NeuRAG (hierarchical knowledge base) and Gray Matter (the MCP gateway that runs them as managed…

★ 1updated a month ago
34
248

Smart Service

maindexapp

Official hosted Maindex Smart MCP server for user-controlled AI memory.

★ 1
34
249

Shared AI Memory MCP

mehanshbarthwal-lab

Self-hostable Remote MCP server for persistent shared AI memory and artifact recall across Claude, Cursor, and AI agents.

★ 1
34
250

ConciergeGraph

LuisinTheLegend

Open-Source Long-Term Memory (LTM) Palace for AI Agents & IDEs (Cursor, Claude Desktop) via MCP.

★ 1updated a month ago
34
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