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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.
Omind
OMI/Obsidian memory tooling (Open Knowledge Format) for AI agents: reproduce the integration on any machine, plus a local web app to view, edit, and add memory entries.
Contextual Memory Architecture
A local-first, Obsidian-compatible memory layer for persistent AI agents. Reasoner + Retriever + Recorder over a markdown vault.
Stelline
Session intelligence for AI agents — extracts structured memories from conversation transcripts. The bridge between raw sessions and searchable knowledge.
MyMem0ry
Personal memory system for AI coding agents. Offline, zero API keys, cross-agent handoffs, semantic search. Works with Claude Code, OpenCode, Codex, Cursor & more.
Coder Engram
Give Claude Code safe, reviewable memory: agent-proposed entries you review before they land, stored as local-first Markdown in your Obsidian vault.
Semlith
A fast local vector store for AI agents — index files once, keep it current as you save, and answer questions across all of it in milliseconds without leaving the machine.
Symaira Brain
🧠🔐 Portable agent-context layer — multiplexes vault, memory, and skills behind one MCP gateway for AI coding harnesses.
Haido
A captain's log for AI coding agents — memories anchored to code, aware of their own staleness
Cookbook Brain
A memory for AI agents that is just markdown files, and it argues with itself at night. One brain, all of your agents: attributed, append-only, confidence earned from outcomes.
C31
C31 — Agent Harness System. Memory that persists. Instincts that evolve. Context that stays healthy.
Enterprise Shared Memory Poc
Governed shared-memory control plane for coding agents: PostgreSQL-authoritative experience cards, replaceable vector index, and a utility-aware USE/ABSTAIN router with auditable…
Correx
Specific intelligence for one person. MCP server that turns every correction you make to Claude into persistent, injectable memory — with an autonomous Ghost engine that learns fr…
Flux7 Memory
Governed multi-agent memory for AI agents — hybrid markdown+SQLite, FTS, vector search, LLM reranking. One Go binary, MCP stdio + HTTP + SSE.
Aim CLI
One context layer for every AI coding assistant — unified memory, tasks, docs & rules for Claude Code, Cursor, Windsurf, Copilot, Gemini & MCP, from a single source of truth. Zero…
Mister Wolf
Mr. Wolf — local-first project memory layer for AI coding agents. I solve problems.
Skill Session Memory Management
Session memory skill — typed state, recall, replay snapshots, and resumable workflows
Devmemory Agent
AI agent with persistent memory across dev sessions — built on Qwen Cloud
Claude Neo4j Mem
Claude Neo4j memory plugin, in the manner of claude-mem
Unified Mem
Cross-repo evolving memory for Claude Code notes that learn from outcomes, self-invalidate on code change, and show their work on a live dashboard
Mosyn
Named after Mnemosyne, the Greek goddess of memory. Shared, disciplined project memory for Claude Code agents on Walrus (decentralized storage + SEAL): recall before acting, log e…
Dxrk
Dxrk Ecosystem Configurator — supercharge AI coding agents
Brain Kb
BrainKB - 基于 MCP 协议的本地第二大脑系统（被动记忆 + 向量检索 + 知识图谱）
Mnelo
Local-first knowledge-graph memory layer for AI agents — what Mem0 charges for: 4-way RRF + L2 maintenance + bilingual classifier, one local SQLite. usearch f16 runs it on $10/yea…
Mozecek
Memory for agents — the Claude Code plugin and how to self-host the service. Free edition: 10 agents per instance.
Memu MCP
MemU 语义记忆系统的 MCP 接口：为 Claude Code 提供跨会话长期记忆 | MCP server for the MemU memory system: persistent long-term memory for Claude Code
Saga
Topic-grained, layered memory layer for AI coding agents — local-first, MCP, single binary. Plug Claude Code / Cursor / Windsurf / Antigravity into persistent memory across sessio…
Nova Kernel
The Constitutional AI Operating System. One memory, one skill library, one agent registry, shared across Claude, Codex, Gemini, Cursor and Antigravity. Self-evolving, self-maintai…
Vega Memory
Local-first memory server for AI tools and agents. Persistent cross-session memory with semantic search — connects Cursor, Claude Code, Codex, OpenClaw via MCP/CLI/HTTP API.
Ku
Ku/Dao executable-memory language runtime with C VM, self-hosting frontend, and MCP gateway
AI Context Hub
Shared memory and skills hub for Claude Code, Codex, Gemini, Cursor, and Windsurf — zero dependencies, pure Node.js
Temporal Memory Workflows
Durable Temporal workflow templates with StudioMeyer Memory integration. 5 production patterns: memory-aware agent, operator approval, saga rollback, recurring synthesis, multi-ag…
Hermes Memory Wiki Kit
Портируемая Markdown-память для Hermes Agent: wiki, capture, maintenance, autopilot и optional MCP
Memory Blackbox
Agent memory forensics — trace a bad agent action back to the exact poisoned memory, see the blast radius, roll it back
Fossil
Semantic failure memory for AI agents — record reasoning failures, search past failures before acting, stop rediscovering the same mistakes.
Tremula
Self-maintaining code memory for AI coding agents: an Obsidian-compatible knowledge graph of your codebase, served over MCP and auto-curated from your work sessions.
Chainmem
ChainMem（链忆）— 链式 + 向量混合记忆系统，让 AI 拥有像人一样的联想式回忆
Maix Agent
A hybrid AI-Agent implementation with persistent memory, programmable architecture, and multi-model routing.
Samia
SAM/IA — biologically-inspired persistent memory for AI agents: tiered decay, dual-process recall (episodic chainograms + semantic atoms), restorable supersession, REM-cycle conso…
Memorize MCP
An MCP server that stores one Markdown memory for the current workspace session.
Personal Memory
基于MCP协议的个人AI记忆服务，为各种AI客户端提供长期记忆能力
Pi Mem
Harness-verified memory recall for coding agents — re-checks a memory note against ground truth on read (verified/stale/unverifiable). Built on the pi-gate trust boundary.
Naukri AI Recruitment Agent
Production-minded Recruitment & HR support agent built with LangGraph, RAG, tool calling, memory, guardrails, MCP, FastAPI, evaluation, and resilience patterns.
STELLORA
Every memory is a star. Every story is a constellation.
Memgate
Access control, conflict resolution, and audit for shared agent memory. An MCP server.
Cell Mem
Brain-inspired memory system for AI agents. Four memory layers (working, episodic, semantic, procedural) with consolidation, self-reflection, generative replay, and creative hypot…
Devin Memory
Anti-poisoning memory store for agents: provenance, versioning, quarantine gate
Verifiable Memory
Verifiable memory for AI agents — 0% hallucination, cited answers or honest abstention, provable forgetting, deterministic. MCP server. CPU-only, no GPU.
Nocetta
Anchored, bitemporal memory for coding agents — facts that know when they have gone stale.
Agent Sessions MCP
MCP server for agent session lifecycle, persistent context, transcripts, and a human-gated memory-promotion pipeline - with an append-only audit trail
AI Memory System
Persistent long-term memory, knowledge base and session tracking system for AI apps