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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.
TT-Wang/cortex-plugin
only degraded mode when `claude` CLI missing. MIT.
celiums/celiums-memory
protocol support (MCP, REST, OpenAI, LangChain, A2A). `npx @celiums/memory` [Website](https://celiums.io)
TokenOS
TokenOS is a memory layer for AI that reduces token usage by retrieving only the most relevant code and context.
Orchard
A developer's toolkit for macOS: find what's eating your RAM and disk, manage dev services, local AI voice and agents. Local-only, MIT.
Smrti
Memory engine for self-evolving AI agent ecosystems. Multi-tenant, multi-space isolation with Bayesian truth maintenance, emotional valence, automatic consolidation, and configura…
Openeruka
Self-hosted Eruka-compatible memory server — SQLite backend, REST API, MCP, and CLI. Single binary.
Thezenmonster/agentmem
Governed memory for coding agents with trust lifecycle (hypothesis → active → validated → deprecated), conflict detection, staleness tracking, and health scoring. SQLite + FTS5, z…
Engram Go
Self-hosted MCP memory server — 35 tools for persistent context across AI coding sessions. Runs on Docker with PostgreSQL + pgvector + Ollama.
MemoryLoom
MemoryLoom is an MCP-compatible memory server for editors, IDEs, and AI clients. It provides persistent memory with a clean tool interface, metadata-aware retrieval, and pluggable…
Kodo
Universal persistent memory for AI coding agents. Remember conventions, learn from mistakes, carry context across sessions. Works with Claude Code, Cursor, Kiro, Codex, and any MC…
Mempalace Explorer
MemPalace Explorer is a full-stack web app (Vue 3 + Express + Prisma) for browsing and managing AI memories. Features tree navigation, semantic search, D3 knowledge graph, Monaco…
TheStack-ai/waypath
aware recall via FTS5 and RRF, and governed memory with explicit promote and review gates. Ships Codex and Claude Code host shims and a native MCP server.
Codex Agent Mem
Local-first Model Context Protocol (MCP) memory layer for Codex CLI/Desktop, Claude Code, Gemini CLI, Qwen/DeepSeek/Ollama and agent workflows. SQLite + FTS5 compact context packs…
Synq
SYNQ: ContextBridge — persistent memory layer for AI agents. SYNQ is a Chrome extension + local backend that gives your AI assistant a memory it was never designed to have.
Dbrain
Persistent memory server for AI assistants. PARA taxonomy, hot/warm/cold tiers, dual REST + MCP interface. TypeScript · Fastify · SQLite/FTS5.
Claude Membase
Claude Code plugin for persistent AI memory
Graphstore
Memory infrastructure for AI agents!! store, recall by meaning or association, ingest documents, and track beliefs in one Python library.
Palace Rs
Local-first AI memory system in Rust with SQLite storage, semantic search, knowledge graph, MCP server, and CLI.
Skymem Io
The trusted state layer for persistent AI agents. Structured cognition, audit-grade observability, MCP-native. Self-hostable. ELv2.
ayushagrawal288/memex
no cloud dependencies.
MemPR
Pull requests for AI memory.
Kumbukum
Open source memory infrastructure for AI and humans. Turn scattered knowledge into AI-ready context across Claude, Cursor, ChatGPT, and any MCP client.
fenghaochang/LoreRoom
friendly), never touches your bot token.
TheGoatPsy/mneme
native, accountable memory for Claude Code and any MCP client. Markdown is the source of truth, no LLM on the Stop path, redaction before every derived store.
Paradigm Memory
Local-first, audited memory MCP for Claude Code, OpenAI Codex, Gemini CLI, Cursor, Cline, Continue and OpenCode. Your agent gets a navigable cognitive map instead of a bloated con…
PruneMem
MCP-compatible memory governance for AI agents — with structure, state, and lifecycle.
Dreviho
DREVIHO — Dreaming Viking Hooks. Memory + Reasoning hooks for AI coding CLIs. Hybrid search, 5-scope system, MMR diversity, temporal decay, content merge, auto-linking, reasoning…
mcasdfgf/mcp-roo-memory
based deployment with Qdrant.
catfish-1234/sessionmem
first memory layer for AI coding assistants. Watches your coding sessions and injects a compact summary at the start of each new session. No cloud, no account, just a SQLite file…
grooverLab/fable
only.
carrasquelalex1/hipocampo
phase progressive retrieval. Bilingual EN/ES. `python scripts/hipocampo_mcp_server.py`
Aionforge Memory
A Rust-native agentic memory substrate built on the selene-db graph engine: a bi-temporal knowledge graph, hybrid retrieval, and an optional MCP server.
Trusty Tools
Unified Rust workspace for the trusty-* AI developer-tooling ecosystem: hybrid code search, memory palace, code analysis, PR review, and the MPM multi-agent platform — MCP servers…
LLM Ground Zero
One memory, every coding agent — shared brain + usage dashboard for Claude Code, Codex, Gemini (subscription plans, no API keys)
Awesome Agentic Knowledge Base
Empirical map of 46 trending AI agent repos: storage, memory, MCP, retrieval — what they actually use, ranked by adoption
Memkin
Local-first personal memory extraction and storage。一个面向个人工作场景下的、本地优先的记忆系统
Streamient
Open source memory infrastructure for AI and humans. Turn scattered knowledge into AI-ready context across Claude, Cursor, ChatGPT, and any MCP client.
Ruflo Hub
Docker container for centralized Ruflo MCP server with PostgreSQL (RuVector). Architecture: Ruflo (stdio) → Express proxy (Streamable HTTP /mcp).
jagoff/memo
machine git sync.
Contextly
Local-first MCP server that saves & recalls your AI context in storage you own — files, Dropbox, or Google Drive.
Sibyl Save
Multi-harness session memory sync + skill extraction for the Sibyl Memory Plugin. A Claude Code / Codex / Cursor / Hermes skill. MIT.
Membase
Connector kit for plugging Membase persistent memory into AI clients - Claude Code, Cursor, Codex, Hermes, OpenClaw, and any MCP host
leesgit/passbaton
g passbaton`
Varve
Decision memory for AI coding agents. A local-first Go binary and MCP server: records decisions with evidence, scope, provenance and expiry, packs the relevant ones into each agen…
Lorekeeper
Autonomous per-repo memory for Claude Code, backed by qmd semantic search. Claude sees prior notes on SessionStart, writes new ones when it learns something worth remembering, and…
Carrymem
Your portable AI memory — preferences, decisions, and corrections that follow you across models, tools, and devices. Zero-dependency, local-first, 85% PrefEval accuracy.
ERINYS Mem
Reflexive memory for AI agents — forgets, distills, and dreams. MCP server with 28 tools.
Hiveshare
Collaborative AI memory for engineering teams - share context across Claude Code, Cursor, and teammates
Memtomem Stm
Short-term memory proxy gateway with proactive memory surfacing for AI agents
Megg
Git-native memory for AI agents — markdown knowledge in .megg/ folders that travels with your repo. MCP server + CLI for Claude Code.