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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.
Clemmy
Local-first AI operator with persistent memory, governed tools, workflows, voice, and meetings.
KairoCode
Terminal AI Coding Agent prototype with Agent Loop, MCP tools, permission guardrails, memory, and multi-agent collaboration.
AI Memory Hub
Local-first shared memory for AI agents, with MCP and HTTP APIs.
Enfold
Enfold. Every memory enfolds the whole. Local, private long-term memory for AI agents: one SQLite brain shared by Claude Code, Codex, and Hermes Agent, with hybrid semantic + symb…
Mempalace.ts
Local AI memory system for Claude Code, ChatGPT, and any MCP-compatible tool. TypeScript port of https://github.com/milla-jovovich/mempalace
HyperMnesia
Self-hosted long-term memory for AI coding agents: Postgres+pgvector doc-RAG (component/constraint map + hybrid RRF + cross-encoder rerank) and bi-temporal personal memory. MCP-na…
Hermes Reverie
Reverie — graph memory that dreams. Hermes Agent memory provider: a Neo4j knowledge graph recalled every turn, hybrid semantic search, nightly Dreaming; thin client of mcp-reverie.
Forgekit
One config for every AI coding agent — cross-tool config + a cognitive substrate (memory, blast-radius, guardrails) for Claude Code, Codex, Cursor, Gemini, Aider, and more.
Companmem
the quest for ultimate ai memory
Dsh Memory Protocol
Memory enforcement plugin for DeepSeek Harness — bridges opencode-memory MCP server with a hard protocol gate
MindForge
Production-grade lifelong memory for AI agents — 4-tier memory, knowledge graph, E2EE, federated P2P, MCP server.
Echo Mem
Shared memory for AI agents on your own Postgres. The server never calls an LLM to write.
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…
MidMem
Middleware memory layer for LLM agents: a shared knowledge store with hybrid retrieval, tiered memory, a knowledge graph, and governance, exposed over MCP, CLI, and API.
Serenity
A personal AI agent with long-term memory, voice, vision, and Telegram support — runs entirely on your own machine.
Magnemo
Governed memory for AI agents, as an MCP server. Local, plain files, a receipt on every entry.
Sup Mem
Memory for Claude Code that measures whether its memories helped — outcome ledger, self-tuning retrieval, bitemporal recall, tamper-evident provenance. SQLite, zero-infra.
Rememzo
One shared memory MCP for every AI client.
Kb Recall
MCP server that gives Claude Code a persistent, feature-scoped knowledge base — decisions, gotchas and constraints your agents read and write automatically across sessions.
Tasqx
The organiser for your AI. A backlog, a memory and a brief for your coding agent.
Keepygaga
Cross-agent core memory in local Markdown, with MCP tools, native hooks, and installers for Codex, Claude Code, Grok, and more.
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…
MyMemory
A local-first memory service for humans and AI agents.
Petit Poucet
Curated, shared Markdown memory for coding agents (Claude Code, GitHub Copilot CLI): one small Rust MCP server, a git-backed Obsidian-compatible vault, rules enforced in code.
SOMA Public
Local memory, context, and trust-boundary layer for cloud LLM coding agents
Qoopia Source
Persistent memory for AI agents. MCP, controlled bridges, reusable skills, and your own Qoopia agent.
You.md
Stop reintroducing yourself to AI. An open protocol for portable user preferences and context across Claude, Cursor, Windsurf, Codex, Gemini and any AGENTS.md agent. MCP server +…
MemoryPool
跨进程共享的持久记忆池 — 独立于 BIT 自带 memories.json 的中央记忆服务，CLI / HTTP API / MCP 多路接入，JSONL 落盘（BIT 生态）
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.
Aura Ctx
One definition. Every AI tool. Yours.
Claude Memory Gcp
Persistent memory for Claude Code with PostgreSQL + Vertex AI hybrid search
Counterparts
Memory for AI, modeled on human memory — a local-first memory layer that turns Claude Code into a counterpart
Cognitive Os Agent
Cognitive OS Agent Runtime in pure C11 — LLM is the accelerator, not the OS. 认知智能体操作系统：认知内核 · Memory OS · 多智能体编排 · 事务执行 · 内嵌 Web 控制台
Ultron Control Center
Memoria gobernada, AI Router y orquestacion de skills/agentes para Claude Code — cockpit Tauri 2 + React 19 + Rust. Instalable por componentes.
Hce
Middleware memory engine for LLMs — replaces linear chat history with three parallel structures (Entity Graph, Semantic Tree, Focus Buffer) to retrieve only the most relevant cont…
Agent Brain Hub
Shared, brain-inspired memory for AI agents: 13 brain regions with awake/sleep loops, a live visualizer, agents connected via REST/SDK/MCP, governance & audit, and business-value…
Memd
Local-first memory runtime for AI agents with SQLite, REST, and MCP.
Kortex Memory
Production-grade, multi-tenant memory layer for LLMs and AI coding agents (Claude Code, Codex, OpenCode). Plug it in via MCP and your agents get a shared, durable, scoped, access-…
Graph Mempalace Plugin
Claude Code plugin: a knowledge base of your project's conversations and code that builds and updates itself (MemPalace + Graphify)
PTG MEM
Chaos on your disk, order in your AI's context. Local memory for Claude Code and Codex: indexes notes, chats and code in the background, attaches only what matters to each prompt…
Cc Brain
One long-term memory for all your AI coding agents. Local SQLite, served over MCP.
jaydubya818/Agentic-KB
gated private scopes and writes.
Anamnesis
Conversation knowledge extraction and reconciliation for multi-LLM development workflows
Memory Server
Persistent shared knowledge graph memory for AI agents via MCP — built for kagent, compatible with any MCP-capable agent framework
Engram
AIエージェント用 人間型記憶基盤（MCPサーバー）— 完全日本語版。使うほど思い出しやすくなる長期記憶を Claude Code / Codex / Antigravity で共有
AgentMemory
A compilation-free, lightweight Universal Agent Memory (UAM) system for Claude Code, OpenCode, Codex, and Antigravity.
Crux
Retrieval engine with cryptographic receipts. Token-budgeted search, fact store, gap reporting. Single binary, runs anywhere.
Memory MCP
MCP server for Ragionex Memory - persistent semantic memory for AI agents. Works in Claude Code, Claude Desktop, Codex, ChatGPT (Apps SDK), Cursor, Cline, and 500+ MCP clients. Sa…
Lore
Project-scoped rule memory for coding agents.
Mnemo MCP
🧠 Manage persistent AI memory with hybrid search and embedded sync for open, free, and unlimited access.