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MCP servers tagged memory-management
54 live MCP servers tagged "memory-management", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with memory-management.
Memorix
Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravity, OpenClaw, Hermes Agent, Oh-my-Pi, Pi…
Context Engineering
🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with production-ready semantic memory, hybrid RAG, and the WARNERCO Schematica teaching app. FastMCP + LangGra…
Devmind MCP
DevMind MCP provides **persistent memory capabilities** for AI assistants through the Model Context Protocol (MCP). It enables AI to remember context across conversations, automat…
MemMachine
Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation…
Sharedcontext
MCP server that gives AI coding assistants persistent cross-client memory. Facts and conversations stored in SQLite, encrypted with AES-256-GCM, synced to Arweave. No server, no a…
Mem0 Server MCP
🧠 Deploy a self-hosted MCP server for AI, offering persistent memory, robust security, and easy setup with Docker Compose.
IvenKooLab/loci
mcp`.
Caura
Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-i…
Linkly AI Skills
Agent Skills for Linkly AI — search, browse, and read your local documents from any AI coding agent.
Brainflow Docs
BrainFlow - Shared Team's Memory - Company Brain - MCP server documentation and setup guide
Openpawz
OpenPawz is a native, offline-first desktop AI platform (Tauri v2 + Rust) that lets you run local models or connect to any compatible provider. It gives you private-by-default age…
Hermes Gbrain Bridge
Convert Hermes / OpenClaw agent memory (JSONL sessions, MEMORY.md) to markdown for gBrain ingest
Mama Core
MAMA Core - Shared modules for Memory-Augmented MCP Assistant
mama-server
Local-first operating memory for AI coding agents - Claude Code, Codex, and any MCP client. Tracks decisions and their evolution. SQLite + on-device embeddings, no cloud.
hi-ai
Model Context Protocol based AI development assistant with 35 specialized tools featuring Knowledge Graph memory, session context auto-injection, and code dependency analysis
Memories Off
把这些记住，帮我早点下班
Memclaw
Persistent project memory for AI coding agents — isolated workspaces per project, web dashboard to review what your agent remembers, team collaboration. Free to use.
Agent Skill Memories Off
把这些记住，帮我早点下班
Rainman
Context-aware project memory for AI coding tools. Zero LLM calls. Runs locally.
LaPis
💎 LaPis — local coding memory for Pi and CC. Persistent project context, code intelligence, and decisions backed by SQLite.
Emotion AI
The Aura Emotion AI system has chroma with a local embedding model, memvid qr code mp4 infinite memory, brainwave and neurochemical simulations, sociobiological reasoning, autonom…
Orven
MCP-compatible context and memory system: paged code navigation for AI assistants, plus a recorded, verified theory of what is known about the code.
Engineering Os
Your AI finally remembers your codebase
MIF
Open standard for portable AI knowledge interchange — JSON-LD + Markdown dual format with W3C PROV provenance, bi-temporal tracking, entity relationships, and OKF support.
EcoDB
Collective AI memory for multi-agent teams. 10-stage GAMR search engine, knowledge graph (Apache AGE), document ingestion, 32+ MCP tools.
Memnos
Persistent memory for AI coding agents — MCP server, REST API & Python SDK. Works with Claude Code, Cursor, Windsurf and any LLM agent.
Cogmem
A self-improving, verifiable memory layer for AI coding agents.
MyMemory
A local-first memory service for humans and AI agents.
Dsh Butler Memory
A dsh plugin that uses the butler memory mcp server to achieve better and organized memory for dsh. Long term and short term memories seperated.
MemAI
Long-term memory MCP server for AI agents — one ACID SQLite file, FTS5 BM25 retrieval, nested domains, diagrams and a local curation dashboard
Agentic AI Bootcamp
FUTURE AI Bootcamp on Agentic AI Engineering & Automation — FAST NUCES Islamabad
Memfabric
Self-organizing agent memory. No embeddings, no vector DB.
memstate-ai/memstate-mcp
Versioned, structured memory for AI agents. Stores facts as keypaths with full version history, automatic conflict detection, and O(1) token retrieval.
soolaugust/0CompactMem
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Memory Indexer
.NET SDK and MCP server implementing a cognitive science-based 3-axis memory system (type x scope x tier) for LLM context management beyond finite context windows.
Brain AI Memory
Turn MEMORY.md into project-scoped, versioned memory for Codex, Claude Code, and MCP agents across sessions.
VMem
Zero context compaction for Claude Code & LLM agents. Persistent memory powered by OS primitives (demand paging, kswapd eviction, mlock pinning). Single SQLite file, MCP-native, m…
Vektor Memory
Slipstream - Built by Vektor Memory - a multi-layered persistent agentic vector memory architecture. 4-layer associative graph memory (MAGMA) with autonomous REM cycle, CLI, DXT-M…
Carmenta
A heart-centered AI for creating at the speed of thought
Second Brain Health Check
Your Claude Code setup has 45 things that could be better. This finds them in 2 seconds.
Project Aura
Project Aura: The Emo-Agent-Toolkit - Give your AI more than just logic, give it an Aura.
Yua Memory
Emotional Memory Management System for AI Agents
Cortex Agents Infra
The High-Performance, Hardware-Adaptive Knowledge Engine for MCP Agents: Hybrid Graph-RAG & Atomic Concurrency Control.
Mcpalace
O Palácio da Memória para Inteligência Artificial
Working Context Optimizer
An MCP server designed to optimize the working context of AI agents. It prevents context bloat and the "Lost in the Middle" phenomenon by distilling action histories into concise…
Dsh Memory Forget
Forgetting engine for AI agents — memory TTL, decay, eviction, audit. The opposite of memory programming. DSH plugin + local skill + CLI.
Client Agent Airbnb
A multi-server Model Context Protocol (MCP) client that integrates Airbnb search capabilities with persistent memory storage using OpenAI's vector stores.
AI Research Agent UdaPlay
AI Research Agent designed to answer questions about video games using vectorstore
MemGuard
Stop AI agents from confidently using stale facts. MemGuard validates memories in Mem0, Zep, Letta & LangMem against reality — trust scores, quarantine, tamper-proof audit trail,…
SHINE Code System
Auto-pilot framework that transforms Claude Code into a complete, persistent orchestrator. SHINE combines a cross-project global memory, 7 lifecycle hooks, and a 5-phase engineeri…