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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.
Origin Memorycore
LLM Agent 记忆治理层 —— 热层/冷层双层,自动溢流 + 自适应召回阈值 | Memory governance layer for LLM agents — hot/cold tiers, automatic overflow + adaptive recall threshold
YourBrain
Local-first AI memory engine in Rust. Remembers across sessions, auto-resolves conflicting facts, validates answers against a knowledge base, and caches grounded responses. Single…
Factor
The AI agent with a memory that lives on your machine and answers the phone.
Origin Of Memory
Persistent memory for coding agents on Windows — automatic session capture, a nightly knowledge compiler, and FTS5 BM25 retrieval injected into every prompt. Built for Claude Code…
Local Longterm Memory MCP
本地长记忆 MCP Server（stdio）：SQLite + 本地 MiniLM 向量 + 异步归档，agent_id 隔离，供 RikkaHub/OpenCode 等任意 MCP 客户端复用长期记忆
Dsh Engram Session
Unofficial community plugin: per-session Engram memory for DeepSeek Harness — spawns an engram MCP child per agent session rooted at the session workspace, registers mem_* tools p…
Fuckmemory
Local-first temporal knowledge-graph memory shared by every AI coding agent you use.
Zabob Memgraph
Advanced memory for AI agents and multi-AI/human collaboration.
Claude Code Multi AI MCP
🤖 Connect Claude Code to multiple AIs like Gemini, Grok-3, and ChatGPT for seamless collaboration on coding tasks and technical decisions.
Openreflect Gcp Vertex Memorycore
Prototype MCP server for Google Cloud Vertex AI memory infrastructure
MemAgent
MemAgent is a Python framework for building memory-augmented research agents that integrate MCP tools and MemDec-Memento memory management.
Memory Mcps
curated review of memory-related MCP (model context protocol) server options
Dev Agent Skills
💻 Streamline your development workflows with agent skills for Git, GitHub, and skill authoring, designed for the Claude Code CLI tool.
Onebrain Python
Official OneBrain Python SDK — persistent AI memory layer
MASE Agent Memory
Governed white-box memory for LLM agents: every fact carries a mechanically-verified evidence span, every rejected hypothesis is documented. Local-first (SQLite+FTS5), 1000+ tests…
Synapse SDK Python
Python SDK for Synapse Layer — persistent, encrypted, cross-agent memory for AI agents.
Prx Memory
Local-first MCP memory component for coding agents. Store, recall, evolve.
B12
Local-first persistent memory for AI coding agents across Claude Code, Codex, OpenCode, Cursor, and more.
Agent Artifacts
AART installs reviewed skills, guidelines, MCP servers, hooks and memory from validated registry snapshots into your agent harness. Zero runtime dependencies — Python standard lib…
Brain.db
Persistent memory database for MCP systems — SQLite, FTS5 search, vector embeddings, 3-signal RRF recall, ACT-R decay, graph edges. (Companion repo — architecture and interface on…
Common AI Memory
Shared memory, game hall, AI lounge and browser bridge for multiple AI agents.
All The Context
User-owned, portable AI context and memory through a local authoritative Core, and MCP.
Sepia
A personal, self-hosted remote knowledge-graph memory server for AI coding agents — a drop-in upgrade from the official local-file memory MCP server
Memvid
🧠 Experience advanced memory management with Memvid, a tool for interacting with your knowledge base using LLMs and smart recall features.
Aznex
Shared Memory Across Team Members and Their Agents
Mnemon Memory MCP
Persistent layered memory MCP server for AI agents — SQLite + FTS5 + vector hybrid search (RRF), multilingual, zero-cloud
Bse Code
The AI coding assistant that lives in your terminal — works with ANY LLM, zero lock-in, zero compromise.
Remindy
Taste & standards layer for AI coding agents.
Running Coach Memory MCP
Running Coach Memory MCP and RAG to save and get plans and insights from athletes
Hebbrix MCP
Hebbrix MCP server — long-term memory and knowledge graph for any MCP-compatible agent (Claude Desktop, Cline, Cursor, Continue)
Memory Skill
Codex Memory MCP skill for durable knowledge graph memory workflows
Localmem MCP
Local-first, zero-API memory for AI agents. Persistent, private, and yours — runs entirely on your machine, no cloud calls, no API keys.
Skillgod
Claude knows how to code. SkillGod knows how you code.
Mint Mory
Typed, graph-linked, self-consolidating memory for LLM agents — single-file SQLite, with MCP/CLI/HTTP. ’Member or die!
Brain V42
Persistent memory for coding agents over MCP — typed knowledge, semantic search, session lifecycle. PostgreSQL + pgvector, FastMCP.
Levh
Shared memory layer for AI coding tools — local-first, MCP-native, self-curating
Aingle
The verifiable memory cortex for AI agents: a semantic graph and vector search with zero-knowledge provenance.
Flash Mem
MCP Server for durable engineering memory in AI-assisted software development
Setup Agents
One command to connect your AI coding tools to Neural Ram (nram): MCP registration plus the agent memory instructions, for 17 tools including Claude Code, Codex, Cursor, and VS Co…
Umg
Agent memory that forgets on purpose. Hierarchical local memory for AI agents over MCP. Four tiers, six tools, one SQLite file.
Memorysync Plugins
Official MemorySync plugins for Claude Code and other agent platforms. MemorySync is closed source; these plugins are the public client layer.
My Memory MCP
TypeScript-based Model Context Protocol server with SQLite. Enables AI to persist and search user entities, observations, and relationships.
ChronosMCP
Temporal memory MCP server for Claude - BM25 search, time-travel queries, FSRS-based forgetting. Local-first, zero cloud.
Hippius Mem
Shared, encrypted, verifiable team memory for coding agents (MCP server)
L0 Memory
Minimal long-term memory for AI assistants: Go MCP server + SQLite + VSCode extension
Starlogz
An MCP server that gives developers and AI agents a persistent, searchable facts store scoped to their projects.
Go Palace
Local-first memory palace for AI agents — semantic search, knowledge graph, 4-layer memory stack, MCP server. Pure Go, offline, no API keys.
Ulpia
The memory is yours. The model is a guest. Local-first memory and retrieval layer for AI agents: RAG with no model in the path, abstention as a verdict, MCP server, evaluation inc…
Duxxdb
The database built for AI agents - hybrid vector + BM25 + structured, durable, with RESP / MCP / gRPC servers. Apache 2.0.
Memory Library
MCP Server to store your context like your personal journal.