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MCP servers tagged long-term-memory
172 live MCP servers tagged "long-term-memory", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with long-term-memory.
Dakera Deploy
Self-hosted Dakera AI memory server — Docker Compose, Kubernetes, Helm, HA cluster setup, and monitoring.
Rifugio Community
我们的港湾
Distill Kura
蒸留蔵 — distilled long-term memory for agents: recall by meaning, writing gated by evidence, one kura per agent mode. Ships as a DeepSeek Harness plugin and an MCP server.
Adk Redis
Redis integration for Google Agent Development Kit (ADK) - Memory, Sessions, Search Tools, MCP
0gmem
Long-term conversational memory system for AI agents — cell-based architecture with hybrid BM25 + semantic retrieval. 96% accuracy on LoCoMo benchmark.
Pieces To Agents
Turn your Pieces Long-Term Memory into an AGENTS.md your coding agents can read. Local-only, redaction-first.
MemHop
Embedded long-term memory database for AI agents & LLM apps. Six-layer cognitive architecture, knowledge graph, hybrid BM25 + vector search, sleep-time memory consolidation. One .…
AiduMEI
aiduMEI⚕爱嘟优忆思——aidu Memory Engine Insight · 智能体通用智慧引擎——Excellent memory system for all agents.
FERNme
A lightweight memory engine for AI agents using fuzzy graphs, Hebbian updates, and optional LLM gating.
Memori
Durable memory for AI coding agents — persistent, queryable semantic memory exposed via the Model Context Protocol (MCP).
Zerodb Sequential Thinking
Persistent sequential thinking MCP — chain-of-thought reasoning that survives sessions, resumes across agents, and saves conclusions as plan artifacts. Powered by ZeroDB. Zero-con…
Brainrouter MCP Server
BrainRouter MCP server — the cognitive memory engine. Exposes recall, capture, focus scenes, persona, contradictions, skills, and graph queries as MCP tools for any MCP-speaking a…
Frinus
Frinus - MCP Server for Cognitive Memory (φρήν + νοῦς). Long-term memory, sessions, agents and knowledge for Claude and any MCP client.
Wontopos
(beta) Wontopos (WOS) long-term memory as an MCP server — one memory across Claude Code, Claude Desktop, Cursor, ChatGPT, and your own agents.
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…
Memory Server
Long-term memory for AI coding agents. Works with Claude Code, ChatGPT, Cursor, Gemini CLI, VS Code Copilot, Windsurf, Claude Desktop, Codex CLI. Deploy once to Cloudflare Workers…
Memorystress
The first longitudinal benchmark for AI memory systems. Test LLM agents, RAG pipelines, MCP servers, and memory backends across 1,000 sessions.
Mnema
🧠 Mnema — Long-term memory for AI via MCP × Vector DB. Pluggable backends, hybrid search, Auto Dream consolidation, CLI + REST API + SDK.
Tensory
Tensory — Claim-native MCP Memory Server. LLM claim extraction → Graph + Vector + SQLite. Zero-setup persistent memory for Claude, Cursor & any MCP client.
Devmemory
🧠 Persistent local-first memory for AI coding agents — MCP server + CLI for Claude Code & Cursor. SQLite FTS5, secret redaction, project isolation.
Memory Harness
Local-first, programmable and auditable long-term memory workspace for people and AI agents.
Awesome Agent Memory
Persistent memory, recall, knowledge graphs, and context tools for AI agents.
OpenMnemex
Agent memory for LLMs — a self-pruning knowledge context graph modeled on human memory. Long-term, navigable, context-budget-aware memory with no vector DB, no embeddings, no serv…
Openclaw Skill
Provide precise OpenClaw documentation and exact configs to your coding agent for accurate answers without guesswork or summaries.
Dgui Hypermem
DGUI-HyperMem (DeckerGUI HyperMemory) - self-hosted hybrid memory MCP server on Cloudflare Workers with a JEV (Choice/Noul/Score) reasoning layer and a HuggingFace training-brain…
Context M
Deterministic agent memory. μ=0. Free, local, forever. Mem0-compatible.
Remembra
🧠 External memory for AI assistants — facts, decisions, roles and history stored outside the context window. MCP server for OpenCode, Claude Code, Cline, Kimi Code.
Graph Mempalace Plugin
Claude Code plugin: a knowledge base of your project's conversations and code that builds and updates itself (MemPalace + Graphify)
Hippocampus
Self-hosted persistent long-term memory for Claude Code and MCP clients. One memory for every session and machine: hybrid BM25 + local vector + knowledge-graph search over plain M…
Penelope
Agent personnel autonome en Rust, tournant sans écran sur un Mac. Telegram ou SSH, mémoire en Markdown, serveurs MCP, workflows durables, approbation avant tout ce qui engage.
AI Memory
🧠 Manage semantic memory for AI agents with this production-ready Model Context Protocol server, enabling efficient storage and retrieval of contextual knowledge.
AI SDK
Long-term memory for agents built with the Vercel AI SDK (ai 5, 6 and 7): the Mnemoverse MCP memory tools, run in process.
Memory Harness
Local-first, programmable and auditable long-term memory workspace for people and AI agents.
Claude Vps Setup Prompt
Harden a Hetzner Ubuntu 24.04 VPS with Claude Code: SSH, UFW, fail2ban, updates, and optional Tailscale setup
ConciergeGraph
Open-Source Long-Term Memory (LTM) Palace for AI Agents & IDEs (Cursor, Claude Desktop) via MCP.
Starlight
自托管的开源多模型 AI 智能体应用:ReAct 循环 + 计划执行 + 长期记忆 + 上下文压缩 + 子代理 + 人工审批 + MCP 扩展 + 流式思考 + Trace 回放 + 内置评估框架(25 任务 100% 通过)。14 个内置工具,五层安全防护,Flask + SQLite 轻量架构,双击即可部署,数据完全私有。
GithubCopilotCLI VectorMemoryMCP
Give GitHub Copilot CLI persistent long-term memory via local semantic vector search. Just npx and go. All data stays local.
Memfabric
Self-organizing agent memory. No embeddings, no vector DB.
Mnemoverse Vscode
Mnemoverse Agent Memory for VS Code and Cursor: persistent memory for your coding agent that learns from outcomes, with shared rooms. Browser sign-in, no key to paste. MIT.
DAMN Prototype
Decentralized AI Memory Network (DAMN) — a persistent learning and memory-sharing infrastructure for autonomous agents. Blockchain + IPFS-based memory layer enabling cross-agent e…
Duin Governed Agent Memory
Agents that earn your trust. A harness that keeps an agent's long-term memory, model of your world and permissions as Markdown you own, governed at every step: facts labelled by w…
Thalamus
A self-hosted, code-aware brain for coding agents — persistent memory linking why you did something to where it lives in the code, with the instruments to prove it helps.
Aidememo
Local-first memory for coding agents: typed facts, knowledge graphs, temporal history, MCP, SDKs, and CLI in one Rust binary.
Dsh Flymemory
Long-term memory for DeepSeek Harness: 15 FlyMemory MCP tools, automatic recall and capture hooks, and a supervised local engine.
Dsh Memvault
DeepSeek Harness 插件：把 MemVault 的核心记忆块注入 system prompt（每步可见、无需工具调用），并把每个完成的回合交给 MemVault 的抽取/向量化管线。Host-only bundle · 零运行时依赖 · 只读直连 SQLite ｜ Inject MemVault core memory into the DS…
Agent MCP
Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP). The system is designed for…
AI Memory
🧠 Manage AI context seamlessly with the MCP server for storing and retrieving semantic memory across sessions. Enhance your AI's knowledge retention.
Recall
Long-term memory for AI agents: facts with dates and sources, history kept, honest "I don't know". REST API, MCP server, TS/Python SDKs. Self-hostable. Website: https://recallmem.…
Local Memory
Local-first long-term memory for AI agents. SQLite, offline, zero cloud. MCP server.
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…