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MCP servers tagged memory
286 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.
Kimi Code Memory MCP Server
Local stdio MCP server providing cross-session memory for Kimi Code CLI
Eidetic
Eidetic — Agentic Memory MCP Server
Arete MCP Server
MCP server for Arete portable AI identity - makes Claude Desktop remember who you are
Holt
An open-source personal agent OS: any LLM, private memory you can see and walk.
Mneme MCP Server
MCP server for mneme: 9 tools for vault-native memory in Claude Code and MCP-compatible clients.
Urdr MCP Server
Model Context Protocol server for Urdr memory tooling
Aidimag
Persistent, verified memory for AI coding agents. CLI: dim.
Nautli
One local brain for all your AI agents. Facts in, contradictions resolved, junk forgotten. While you sleep.
Sdlc Agent 4 Enterprise Server
Code Intelligence MCP Server — multi-agent SDLC pipeline with semantic memory, code graph, and draw.io integration
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…
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…
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.
Memoryvault
MemoryVault — a self-hosted, graph-aware memory server for AI assistants. Cloudflare Workers + D1 + MCP.
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.
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.
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.
Mempalace Rs
Local-first AI memory system in Rust with SQLite storage, semantic search, knowledge graph, MCP server, and CLI.