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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
451

Tools Ja

Hub repo for Claude Code related tools (Japanese distributions)

34
452

Dsh Memory Core

DeepSeek Harness cross-session long-term memory + user profile plugin: the AI remembers who you are, your projects and preferences across sessions. Pure Markdown, zero-config, ful…

34
453

Voli

⚡🐻 Fast package manager for Windows - no admin, no registry mess, no install scripts

34
454

Memory Platform

让 AI 跨对话记住你。Local-first, auditable AI memory for OpenAI-compatible clients and MCP.

34
455

Dsh Statecore

Native memory plugin for DeepSeek Harness — auditable facts with evidence chains, powered by StateCore

34
456

Lavox

Local-first meeting recorder and dictation for macOS that turns everything you say into a memory any AI can read over MCP. Open source, MIT.

34
457

Mega Brain MCP

Mega Brain MCP is a local-first knowledge control plane for software projects. It exposes six stable MCP tools while keeping AgentMemory, Code Review Graph, and Git behind version…

34
458

Lucid L2

The Internet of AI — autonomous infrastructure for AI agents. Identity, memory, compute, deployment, payments, reputation, verification. All on-chain.

34
459

Cachly Vscode

Cachly Brain — VS Code extension for AI memory monitoring. See lessons, recall counts, token savings, and storage usage in your status bar.

34
460

Libro

Ops harness for Claude Code — 5 install profiles, 7 shipped skills, full session rituals. Apache 2.0.

34
461

RepoMem

Persistent memory for AI coding agents — SQLite + FTS5, zero dependencies, zero API keys

34
462

Cachly Intellij

Cachly Brain — IntelliJ IDEA plugin for AI memory monitoring. Status bar widget, lesson viewer, storage usage.

34
463

Easymem

An LLM wiki your coding agent writes — agent memory you can open and read. easymem stores it, searches it, and links it. Plain markdown on disk, no vector database. Runs with npx…

34
464

Retconary

Local memory firewall that stops AI agents from acting on stale decisions.

34
465

Genomefy

Local, selective and auditable context memory for AI assistants

34
466

AI Memory Installer

Instalador bash para implantar ai-memory (do Akita) numa VPS Ubuntu com Cloudflare Tunnel e hardening — memória de longo prazo centralizada para agentes.

34
467

Apertomemory Js

TypeScript implementation of the ApertoMemory format (draft-ferro-apertomemory) - portable, client-side-encrypted, user-owned AI memory

34
468

Nanobot Hindsight Memory And Skill Review

Nanobot plugin for selective Hindsight memory (governed Recall/Retain) and nightly self-improving skill review via Hindsight Reflect. Fail-closed by design, single-user gated, sec…

34
469

Memory Mcps

curated review of memory-related MCP (model context protocol) server options

34
470

Onebrain Python

Official OneBrain Python SDK — persistent AI memory layer

34
471

Mindseed MCP Connector

KnowMine Claude Plugin 2026: Semantic Knowledge Base for AI MCP Workflows

34
472

Cortex Mem

Cortex — persistent AI memory for Claude Desktop & Claude Code. Local MCP server with a typed knowledge graph, contradiction detection & background scheduler. 20/20 benchmark, 27/…

34
473

Mindport

Local-first project memory for AI clients, with semantic search, knowledge graphs, a Web console, HTTP API, and MCP support.

34
474

Portable AI Memory

Open-source, privacy-first memory layer for carrying your AI history across ChatGPT, Claude, Gemini, Codex, Cursor and other agents.

34
475

Synaptomind

Where ideas find each other

34
476

Memento Context

Model Context Protocol (MCP) server that provides persistent memory capabilities for AI assistants. It allows AI models to save, retrieve, and manage scoped context across differe…

34
477

Memorybridge

Cross-tool AI memory MCP server for Claude Code, Cursor, Antigravity, Windsurf, and every MCP-compatible AI. 400 tokens not 4,000.

34
478

Local MCP Memory Server

A persistent memory system for AI agents using the Model Context Protocol (MCP). . Enables AI agents like Roo & Codex to store, share, and retrieve contextual knowledge across ses…

34
479

Provara MCP

MCP server — 10 tools, Ed25519 signing, deterministic state

34
480

ExternalBrain

Self-improving, self-hosted memory across every AI coding tool, project, and team (Claude Code, Cursor, Copilot, any MCP client). Autoskill proposes new skills from your sessions,…

34
481

N8n Nodes Studiomeyer Memory

n8n community node for StudioMeyer Memory — long-term AI memory with knowledge graph, semantic search, entity tracking, session continuity. Drop-in memory layer for AI agents in n…

34
482

Vellis

Vellis — open-source context graph engine for AI agents: typed, local-first memory with explicit schema, validated change, deterministic query, migration, snapshots, replay, and a…

34
483

Reliquery

Turn your Obsidian vault into persistent AI memory — a free Claude plugin for worldbuilding, co-writing, and roleplaying.

34
484

Aingle

The verifiable memory cortex for AI agents: a semantic graph and vector search with zero-knowledge provenance.

34
485

Claude Mongodb MCP

Connect Claude to a free MongoDB cloud database via MCP — documents Claude remembers between chats

34
486

Lithium Kb

🧠 Fast, zero-dependency structured knowledge base (.agent-kb/) with 2D neural graph visualizer │ & MCP server for Claude, Codex, PI, Cursor, Windsurf, Zed & Other AI coding agent…

34
487

Memory Cursor

Official Cursor plugin for Vertiso Memory: add the remote, user-owned memory MCP server plus the session skills in one step. Durable recall, hybrid search, and cross-session hando…

34
488

Memorysync Plugins

Official MemorySync plugins for Claude Code and other agent platforms. MemorySync is closed source; these plugins are the public client layer.

34
489

ChronosMCP

Temporal memory MCP server for Claude - BM25 search, time-travel queries, FSRS-based forgetting. Local-first, zero cloud.

34
490

Jeshta

deviprasadshetty-dev

AI-native memory system with APSM architecture. Persistent, context-aware memory for AI agents via MCP — so your agents never forget.

34
491

SCM OpenSource

clyrai

SCM Memory: embedded lifecycle memory for AI agents, with consolidation, contradiction handling, forgetting, and wake summaries.

updated 3 months ago
34
492

Neo0 MCP

Neo0ai

Coordinate-based semantic addressing for AI agents, over the Model Context Protocol

34
493

Ob1 Selfhosted

lcjanke2020

Self-hosted Open Brain (OB1): Postgres+pgvector memory + MCP server. Three install paths: docker-compose, Tailscale Funnel + OAuth, Qubes OS.

34
494

Hybrid Rag AI Assistant

umbelliferous-floodcontrol771

Provide answers from personal documents using RAG with FAISS, Wikipedia integration, and LLM fallback in a simple Streamlit interface.

34
495

DREAMER

deltafly

Curated memory system for AI agents. Raw logs → a Librarian-curated knowledge layer → assembled briefs. With a spreading-activation query engine and a nightly cross-topic Dreamer.…

34
496

Organismo

turbillon50

Semantic caching layer for multi-agent LLM systems. Stop paying your LLM to recompute the same thing twice. MCP-native.

34
497

Claude Memory Architecture

bacharyehya

Mnemonic - AI Memory MCP Server. Persistent memory management for Claude and other AI assistants.

34
498

Memtriage

cognis-digital

Triage memory-dump artifacts: strings, IOCs, suspicious processes from a dump export

34
499

Mnemoverse SDK Python

mnemoverse

Python SDK for Mnemoverse — persistent memory API for AI agents. Works with Claude, Cursor, ChatGPT, and any MCP client.

updated 16 days ago
34
500

Cc Orchestra

josefkrajkar

Multi-agent orchestration plugin for Claude Code + cross-project graph-memory MCP server

updated 3 months ago
34
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