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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.
Memind
Self-evolving cognitive memory and context engine for AI agents in Java. Empowering 24/7 proactive agents like OpenClaw with understanding and SOTA performance.
Memmy Agent
🍙 A personal AI agent & local memory hub for all AI agents like Claude Code, Codex, OpenClaw and Hermes Agent. Gives every AI one shared, fully controlled memory and persistent c…
Awesome AI Companion
Open-source AI companions, desktop pets, long-term memory & proactive chat. 人机恋开源项目大全。让你的家机能够脱离官端自主存在，拥有记忆和主动性。
Heimdall MCP Server
Your AI Coding Assistant's Long-Term Memory
Pampa
Protocol for Augmented Memory of Project Artifacts (MCP compatible)
ErebusEnigma/context-memory
Persistent, searchable context storage across Claude Code sessions using SQLite + FTS5
Sqlite Literature Management Fastmcp MCP Server
A flexible system for managing various types of sources (papers, books, webpages, etc.) and integrating them with knowledge graphs.
Cerebro
A model-agnostic MCP Client-Server for .Net and Unity
Memorious MCP
Semantic Memory for MCP. 100% Local & Private. Store, recall, and forget with vector search via ChromaDB
Elasticsearch Memory
🧠 Elasticsearch-powered MCP server with hierarchical memory categorization, intelligent auto-detection, and batch review capabilities
Scope Recall Hermes
Local long-term memory for Hermes, Codex, Claude Code, WorkBuddy and dsh agents: one SQLite store, source-backed recall, and tools to inspect, correct or delete what is remembered.
Stash
Open-source infrastructure for agents that learn from experience. Capture production traces and turn lessons into reusable knowledge and skills.
Engrim
The Universal Cross-Model Episodic Memory Standard. Local-first, project-scoped SQLite memory engine for Google Antigravity, Claude Code, Cursor, Windsurf, and Codex. Zero cloud l…
PyMemoryEditor
A pure-Python library that lets you inspect, modify and search the memory of any running process in a few lines of Python :snake: .
Ijfw
IJFW — It Just F*cking Works. Ferrox Labs' local-first infrastructure for AI coding agents: shared memory, smart routing, multi-AI cross-audits, disciplined workflow.
Ijfw
IJFW — It Just F*cking Works. Ferrox Labs' local-first infrastructure for AI coding agents: shared memory, smart routing, multi-AI cross-audits, disciplined workflow.
SodaMem
Agentic memory infra for AI agents
Mnemosyne
Evidence-backed memory for AI agents: local-first recall, temporal history, tested skills, and gradual migration.
Heimdall
A lightweight CPU only memory approach with ranked retrieval. Simple, yet effective.
MyAgentHubs/aimemo
dependency MCP memory server. Single binary, 100% local, no Docker.
Ori Mnemos
Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.
Icm
Permanent memory for AI agents. Single binary, zero dependencies, MCP native.
MemoMind
Give your AI agent a brain that remembers. Local memory system for Claude Code — 100% private, GPU-accelerated, zero cloud dependency.
ContextKeep
Infinite Long-Term Memory for AI Agents (MCP Server)
Awesome AI Agent Papers
A curated collection of AI agent research papers released in 2026, covering agent engineering, memory, evaluation, workflows, and autonomous systems.
Cass Memory System
Procedural memory for AI coding agents: transforms scattered session history into persistent, cross-agent memory so every agent learns from every other
Openwebui Extensions
A collection of enhancements, plugins, and prompts for Open WebUI, developed and curated for personal use to extend functionality and improve experience.
Openclaw.net
Self-hosted OpenClaw gateway + agent runtime in .NET (NativeAOT-friendly)
Nano Claude Code
Nano Claude Code: A Fast, Easy-to-Use Python Reimplementation of Claude Code Supporting Any Model.
MindOS
MindOS is a Human-AI Collaborative Mind System, where human thinks and agents act. Globally sync your mind for all agents: transparent, controllable, and evolving symbiotically.
Yantrikdb Server
Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, AGPL, ships as library / MCP server / HTT…
Mnemory
A self-hosted, secure, feature-rich memory system for AI agents and assistants. Provides intelligent fact extraction and deduplication, with an artifact store for detailed content.
Iai Personal Memory Engine
The best-benchmarked open-source memory system for AI coding assistants
Awesome Second Brain
A curated solutions to building a self-evolving second brain that helps AI agents understand your personal and team context.
Openloomi
Openloomi is your open-source proactive AI Mates that remembers all work details.
Ratel
Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 retrieval. No vector DB. No embeddings.
Nondual
The address book for AI agents: Nondual gives all your agents one shared record for every person they talk to: who they are, what was said, what happens next.
Always Accompany
AI platform with three-layer recursive memory (260-year capacity), pre-positioned retrieval AI, and granular context compression — all prompts-driven, zero database
Uteke
🧠 The Brain for Your AI — Local-first memory engine for AI agents. Store, recall, and search memories with semantic embeddings. Single Rust binary, zero config, fully offline.
Pi LLM Wiki
Self-maintaining, Obsidian-compatible knowledge base for pi — turn raw sources into an interlinked wiki that compounds. Native Open Knowledge Format (OKF) v0.2.
Exxperts
Local-first AI agents with governed, approval-gated memory. Any model provider; MCP tools and web search built in. Nothing remembered without your say-so, nothing leaves your mach…
Ntoseye
WinDbg-like kernel debugger for Windows VMs on Linux (KVM/QEMU, VMware) and macOS (UTM)
Dsh Noema
Noema long-term memory plugin for DSH: durable, inspectable agent memory with recall tools and a settings page.
Origin
MCP server that manages MCP servers
Kiri
A self-sustaining AI companion core — continuous stream of consciousness, autonomous agent, layered memory.
Memory Store
OpenContext memory storage + search SDK with HTTP and MCP server entry points.
Agent Qa
Model Context Protocol server and tools for agent-qa authoring and triage.
AI Companion Kit
给你的 AI 一副身体，和一点人味 —— 会记事、会看场合的 QQ 陪聊 + 能控制安卓手机的 MCP
Vibe
Open-Source AI-powered web browser. Browse the web with your own LLM API key. Alternative to Dia / Comet.
Shadow
Your computer was paying attention the whole time. 14-modality capture. Proactive intelligence. Computer-use training data. Native macOS. All on-device. Open source.