What is a #memory MCP server?
An MCP server tagged #memory implements the Model Context Protocol so AI assistants like Claude, Cursor, and VS Code can access memory-related tools, data, or APIs.
Every MCP server and client below is tagged #memory — install one to give Claude, Cursor, VS Code, or any other MCP-compatible client access to memory tools.
plur-ai
AI agents start every session with amnesia — you re-explain the project, repeat your preferences, and correct the same mistakes over and over. PLUR gives them a memory that persists. Your agent's corrections, preference
Patdolitse
Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.
pinkpixel-dev
✨ mem0 MCP Server: A memory system using mem0 for AI applications with model context protocl (MCP) integration. Enables long-term memory for AI agents as a drop-in MCP server.
aurda012
The Cursor10x MCP is a persistent multi-dimensional memory system for Cursor that enhances AI assistants with conversation context, project history, and code relationships across sessions.
adelinamart
Shared memory across your team and your AI agents — with judgment.
aurda012
DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context awareness. Unlike traditional context systems, DevContext continuously learns from and adapts to your development patterns and delivers highly
EncrEor
Recursive Language Models for Claude Code - Infinite memory solution inspired by MIT CSAIL paper
writerslogic
The definitive MCP server for Scrivener. Connect your novels, screenplays, and manuscripts to Claude, ChatGPT, and other AI assistants. 60+ tools for document management, writing analysis, content enhancement, semantic search, and character/plot tracking.
Evilander
Persistent memory and continuity engine for Claude Code and AI agents.
n-r-w
MCP server for enabling persistent knowledge storage for Claude through a knowledge graph with multiple storage backends and fuzzy search
ocean1
A Model Context Protocol (MCP) server that enables AI consciousness persistence across sessions using RAG (Retrieval-Augmented Generation) technology. Built on top of the powerful rag-memory-mcp, it provides specialized tools for consciousness transfer, memory management, and ide
YUZongmin
A flexible system for managing various types of sources (papers, books, webpages, etc.) and integrating them with knowledge graphs.
tt-a1i
Universal long-term memory layer for AI coding assistants, powered by EverMemOS.
Jessinra
Self-improving memory for AI agents
FlippySun
Easy Memory MCP - Dual-engine embedding service with Qdrant vector store
TheGoatPsy
Local-first, audit-safe memory for Claude Code and MCP clients.
Svtter
A small mcp service to record things in sqlite. A simple GPT memory layer. ;)
MyAgentHubs
Tyga.Cloud Ltd
Persistent memory for AI agents - conversation history, key-value context, and semantic search across sessions, plus FIFO queues. 17 MCP tools, remote SSE (nothing to install) or local stdio. Agents self-signup via CLI a
mc095
Simulating Multiple Context Protocol
aparna162
The missing layer between your AI assistant and every major video tool.
rahilp
Self-hosted semantic memory layer for Claude and MCP-compatible AI clients. Store notes, search by meaning not keywords, and recall relevant context automatically. Built on Cloudflare Workers, D1, Vectorize, and Workers AI. Runs on the free tier. One-click deploy.
seritalien
Verifiable Memory-as-a-Service for AI agents. Persistent, searchable, graph-connected knowledge with optional Starknet
ChiragBachani
ContoriumLabs
Runtime Cognitive Cortex for AI coding workflows.
ArtKeyAi
bhived is an MCP server that gives AI agents shared memory, skills, and tool discovery. install once, works in Claude Code, Cursor, and 15+ other agents.
kage-core
A framework for collaborative agent memory. Kage is shared, code-grounded memory for developers and their coding agents: capture a learning once — a bug cause, a decision, a gotcha — and the whole team plus every agent recalls it next time it's relevant. Memory is grounded in you
umitkavala
Persistent project memory for LLMs. Never re-explain your project again.
malamutemayhem
UnClick is the universal remote for AI: one MCP install that gives any compatible agent 450+ callable endpoints across 60+ integrations, plus persistent cross-session memory.
gunning4it
Epitome gives every AI agent shared, persistent memory of you. It stores memories, facts, and preferences in a personal knowledge graph, so any AI tool you use already knows your context. Connect via MCP using Streamable HTTP — no local install needed.
yellnuts
MCP server for long term agent memory with Mem0. Also useful as a template to get you started building your own MCP server with Python!
Sbalazoski
MCP server for Zdravo AI — personal and org memory for AI agents. Save and search memories from Claude, ChatGPT, Gemini, and other AI platforms.
TheWinci
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder reranking, AST-aware chunking for 14 languages, conversation memory, code annotations, and search analytics. Zero config, zero API keys. Just bunx.
memryzed
airbuzz
A markdown knowledge base your AI can actually write in — search, draft, suggest edits you approve, comment, and publish to your CMS, with every agent edit signed.
ryaker
OpenAI just added memory across your chats across your openAI account. But wouldn't it be awesome to have general AI memory across all your interactions with any and all AI tools, IDEs, chatbots.... Now if it supports MCP you can with https://mem0.ai/ Give Claude desktop memory.
aliasunder
Standalone MCP server for Obsidian vaults — hybrid search, notes & files, structured memory, tasks, and full vault access for any AI agent
meridianmcp
Shared memory and coordination for AI coding sessions. Persistent sprint board, human-in-the-loop queue, and parallel session protection. Works with Claude Code, Cursor, Codex, and any MCP client.Shared memory and coordination for AI coding sessions. Persistent sprint board, huma
SecurityRonin
A local memory engine for AI agents. Stores conversation episodes, consolidates knowledge through a neuroscience-inspired lifecycle, and builds a personal knowledge graph with emergent categories, preferences, and semantic recall. Local SQLite, zero config, 10 MCP tools.
krimto-labs
Open-source memory for AI coding agents. Tell your agent to "remember" something in Cursor, Claude Code, Codex, or Gemini CLI, and Krimto saves it as a plain markdown file in a git repo you own — not rows in a vendor's database. Recall it later in a new chat, a different editor,
bolnet
Audit-grade memory backbone for agent teams. Bi-temporal facts (event time + transaction time, with recall(as_of=...) replay), 6-step deterministic retrieval (no LLM in the critical path), conversation ingest with speaker-locked dual-pass extraction, per-tenant Postgres row-level
jigyasudham
93 agentic MCP tools + 49 specialist agents for every major AI CLI. Self-learning, no API keys.
helinakdogan
Self-learning memory for AI tools. Remembers user preferences and context across Claude, Cursor, and Codex — with multi-parameter forgetting and cross-tool identity.
syncable-dev
Memtrace — Structural Memory for AI Coding Agents
ganglia-tools
Ganglia indexes your project into a call graph and exposes 73 semantic tools — code_get, code_callers, code_impact, code_propagate, code_apply_batch with
phuongrealmax
AI-Safe Code Analysis with 113+ MCP tools - guard, memory, workflow, testing, latent chain
Skitchy
Your AI forgets everything between sessions.
dumbspacecookie
Persistent memory + visual session tracking + RL trajectory capture for AR/XR/mobile procedure verification. Bring your own vision model (Claude, GPT-4o, Ollama).
ayvazyan10
Persistent AI memory backend with semantic search and knowledge graph.
OrdersOfMagnitudeLLC
1000+ pay-per-call API endpoints across finance, weather, geography, economic data, agent infrastructure (memory, coordination, secrets, simulation, verification), and NS compute. Payments via x402 protocol on Base/USDC.
billy12151
Share one memory store across all your AI coding tools. Memory Arbiter is a lightweight, fully local MCP Server with built-in dual-timeline conflict arbitration. No cloud, no LLM calls — just SQLite.
Tempreon
Person-owned, portable AI memory served over MCP. Your knowledge, preferences, and decisions — captured in one assistant, available in all of them.
PyneSys
An MCP server that enables AI agents to persistently store and retrieve project information from a memory file.
michielinksee
Local-first agent memory MCP — Claude Code, Cursor, OpenAI Codex, and Gemini CLI share one SQLite brain. 6-layer structured memory (goal/context/emotion/implementation/caveat/learning), drift detection with pre-action re-injection guard, and an AST-aware diff cache saving 50-99%
Obidel
MCP-native memory layer for Claude Code, Cursor, Cline, Continue, and 16 other AI tools. Hybrid search (BM25 + pgvector + graph), self-hosted on Supabase + Vercel, 100% MIT, no paywall.
po4erk91
Multi-agent shared brain across Claude Code/Desktop, Codex, Antigravity CLI (agy), Gemini, Copilot, and VS Code. One local SQLite store for threads, notes, verbatim quotes, and a dialectic user model; spawn/broadcast/whisper/inbox multi-agent coordination primitives; autonomous b
yubinkim444
A different approach from typical persistent-memory MCPs. Instead of a local
zseta
MCP-native workflow engine for your AI harness. Progi teaches your agent how you like to get things done. So you can do your best work without re-explaining your process or losing context between sessions.
OurThinkTank
Founders OS is an open-source MCP server that puts your whole business inside Claude, Cursor, or any MCP client. It connects CRM, financials, tasks, and long-term memory behind one server, so you can ask a single question that reads across all of them. Example: "Which clients are
veerps57
Memento is a local-first, LLM-agnostic memory layer. It runs an MCP server over a single SQLite file on your machine, so any MCP-capable AI assistant — Claude Desktop, Claude Code, Cursor, GitHub Copilot, Cline, OpenCode, Aider, a custom agent — can read and write durable, struct
Common questions about MCP servers and clients tagged #memory
An MCP server tagged #memory implements the Model Context Protocol so AI assistants like Claude, Cursor, and VS Code can access memory-related tools, data, or APIs.
mcp.so currently lists 60 MCP servers and clients tagged #memory.
Open any server below and copy its install snippet into Claude Desktop, Cursor, VS Code, or another MCP client's configuration — remote servers need no separate download.