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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.
Nova Memory
Private, encrypted on-device memory for macOS: captures what you read, serves it to any LLM over MCP, and finds the loops you left open.
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…
Janitor
Find and stop the idle or orphaned MCP server processes (node.exe, node_repl, Playwright) that Codex, the ChatGPT desktop app, Claude Code, Claude Desktop, Cursor and VS Code leav…
Microgpt Agent SDK
🧠 Build AI agents with advanced memory and multi-agent orchestration using this production-ready TypeScript SDK. Test before you deploy.
Simple Memory MCP
A lightweight Model Context Protocol (MCP) server that provides persistent knowledge graph storage for AI assistants. Enables AI agents to maintain memory across sessions through…
Ocean Cc CLI
Enhanced Claude Code CLI — Multi-model switching, structured memory (SQLite+FTS5), multi-agent collaboration, skill system & IM integration
Kagura Agent
Memory-backed autonomous AI agent on the Claude Agent SDK / kagura-brain — Docker security membrane, per-task credential leasing, capability graduation, and a Slack/Discord cockpi…
Engram
Local-first AI memory system. Organizes every conversation, decision, and debug session into a searchable memory château. MCP-ready. No cloud. No API key. 170 tokens on cold start.
HUSK
Observability meets context engineering for AI agents. Monitor, extract knowledge, track secrets, surface context. OTel-native.
Shared Memory
Memory Framework based on the idea of Architectural Decision Records, shared knowledge between AI agents (Claude Code, Codex, Antigravity ...). Agent installable, vector (Postgres…
AI Memory
Shared persistent memory across ChatGPT, Claude, Gemini and coding agents, with Web capture, privacy filtering, project isolation and MCP.
Mnemo
Portable, open memory for AI agents. Plain Markdown files you own, readable by any agent, with a CLI and an MCP server.
Engram
A personal AI agent with a brain you can watch grow — hybrid memory, a signed audit ledger, self-improving skills, and $0 at idle. One small Rust binary.
Hemlock
Complete security framework for AI Agents, MCP Servers, and RAG pipelines. Features automated MCP fuzzing, cross-agent poisoning detection, persistent memory audits, unified risk…
Aibase
The local context layer for every AI coding agent — one tiny binary that gives Claude Code, Codex, Gemini, Cursor & opencode your machine, project, memory and skills. macOS · Linu…
Saihm Adapters
Sovereign, client-side-encrypted memory for AI agents: drop-in adapters for LangChain, LangGraph, LlamaIndex, RAG, CrewAI and AutoGen, with erasure you can prove (GDPR Art. 17).
LangGraph
A repos containing LangGraph learning with end to end project
Agent Toolkit
Production MCP server toolkit: shared blackboard, SCAR failure memory, LLM response cache. Node.js 22+, node:sqlite, 13 tests.
Brain
Self-improving project memory that documents its own creation — built on Cognee Cloud. Cures context rot for AI development.
Openbrain
Local-first MCP memory hub for AI coding tools (OpenCode-first MVP).
Claude Memory MCP
Give Claude persistent memory between sessions - local Knowledge Graph, no cloud, no API key
Memento
Autonomous Nervous System for AI agents: local memory graph (SQLite+RRF), Active Coercion, goal alignment via MCP, and CLI capture.
Ragent
Unified RAG + Memory layer for MCP servers
Lumberroom
One memory every AI tool can read and write, with per-client policy deciding what each may see. Rust MCP server, Postgres and pgvector, built-in OAuth 2.1.
Memorx
SOTA developer memory system — local MCP server in Go that gives any coding CLI persistent, project-scoped session/feature memory
MemorizedMCP
MemorizedMCP delivers a high‑performance, local‑first MCP Server in Rust that equips AI agents with an advanced hybrid memory system. It combines a knowledge graph, vector embeddi…
Attention Matters
Geometric memory engine on the S³ hypersphere — quaternion drift, phasor interference, MCP server
Awareness SDK
Local-first AI agent memory — one command, 13+ IDEs, works offline. Persistent memory for Claude Code, Cursor, Windsurf, OpenClaw. Zero-code interceptors for OpenAI/Anthropic. Pyt…
NeuralSkillBuilder
Build consistent, NeuralVault-integrated Claude Code skills.
NeuralVaultFlow
Session-based development workflow skill for Claude Code, powered by NeuralVaultCore persistent memory.
Memory Slim
memory MCP (44% less tokens). Quick setup: npx memory-slim --setup
Semantic Memory
Persistent memory with semantic search for Claude and MCP-compatible clients
NeuralVaultSkill
Teaches AI agents to manage long-term NeuralVaultCore MCP memory securely and efficiently.
Iron Mem
Persistent session memory for AI coding assistants. IronMem silently records your coding sessions, compresses them into concise memories via Claude API, and injects context into y…
Eruka MCP
MCP server for Eruka — anti-hallucination context memory for AI agents
Rusty MCP
A minimal Rust vector-memory server that works with Qdrant and Ollama.
Opencode Mem
High-performance MCP memory server for AI coding agents. Rust, PostgreSQL, pgvector, hybrid search, hierarchical summarization.
Agent Memory Rs
Comprehensive memory management system for LLM agents implementing episodic, semantic, and procedural memory with automatic consolidation, intelligent decay, and hierarchical retr…
Cortex Claude
100% persistent memory system for Claude Code with auto-extraction, auto-recall, and compounding learnings (LADS)
Pensyve
Universal memory runtime for AI agents. 8-signal retrieval, multimodal memory, spaced-repetition decay, and procedural learning. Rust core with Python, TypeScript, Go SDKs + MCP s…
ShipItAndPray/mcp-memory
based, zero dependencies.
wazionapps/nexo
Shiffrin memory model (STM/LTM/sensory register), semantic RAG, Ebbinghaus decay, trust scoring, and 76+ MCP tools.
AliceLJY/recallnest
first with LanceDB + SQLite, zero external dependencies.
Magi
MAGI — Multi-Agent Graph Intelligence. Universal memory server for AI agents. MCP + gRPC + REST API with semantic search, knowledge graph, and behavioral pattern analysis.
Openexp
Q-learning memory for Claude Code — your AI learns from experience. 16 MCP tools, hybrid retrieval, closed-loop rewards.
Memalot
Finds memory leaks in Python programs
Aman Agent
Your AI companion, running locally — powered by the aman ecosystem
Claude Mem Windows
Windows-compatible persistent memory for Claude Code. Drop-in replacement for claude-mem using Node.js and SQLite FTS5.
Mempalace Rust
The highest-scoring AI memory system ever benchmarked. Now in Rust with rich features — single-binary port from @milla-jovovich/mempalace. Free and local.
LuizEduPP/rememb
project scope. Local JSON, zero config, no server required.