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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.
AI Knot
Deterministic, self-hosted long-term memory for AI agents: store facts instead of transcripts, recall only what matters.
Chronicler
Self-hosted AI roleplay client with memory that survives long campaigns — tiered canon/heuristic/reflex writes, retrieval-time privacy ACL for group chats, and native MCP tool sup…
Bastra Recall
Local-first persistent memory for Claude Code, Cursor, ChatGPT & every MCP client — one Markdown vault, shared across every AI tool.
SelfHub
Personal MCP-powered digital hub - private data center with AI integration for memory, notes, and personal knowledge management
Create Vkm Kit
Cross-platform kit that gives AI agents (Claude Code, Codex, Cursor) persistent memory: Markdown vault + git + MCP. Local-first, hybrid search optional.
AI MemoryHub
零依赖确定性 Agent 长期记忆系统 — Markdown 权威源 + 薄索引，拒答/澄清替代向量硬猜，玻璃盒可审计。 | Zero-dependency deterministic agent memory system — Markdown authoritative store + thin index, refuse/clarify instea…
Memgw
Shared long-term memory for AI coding agents — one local store for Claude Code, Codex CLI, opencode and anything that speaks MCP. SQLite + FTS5, no vector DB, $1-3/month.
OpenBriefing
MCP server that gives AI agents persistent memory -- briefings from GitHub, Discord, and past sessions
Loomem
Open-source context layer for LLM agents — a single Rust binary served over MCP that feeds Claude, ChatGPT, Codex or any MCP client the facts, decisions & history they need. Local…
AI Video Search
🧐 Discover key moments in videos with natural language queries using AI, all running locally in your browser for fast and private searches.
Memoryintelligence MCP
Stop paying AI to reread the same context — receipted memory via MCP. Capture once, recall with citations; one-command setup for Claude Desktop, Claude Code & Cursor.
Pmem Project Memory Tool For Claude Code
Local-first RAG memory for Claude Code. Semantic search over your project's docs, decisions, and history. No external APIs. Setup in 2 minutes.
Turtle MCP
Memoria persistente y coordinación multi-agente para CLIs de IA (Claude Code, Codex, …): MCP local-first sobre SQLite, eficiente en tokens, sin dependencias de runtime.
Universal Memory
Self-hosted, markdown-first memory for LLM agents across devices and sessions
Geny Executor
Manifest-driven 21-stage agent pipeline for Python — 5 LLM backends (Anthropic / OpenAI / Google / vLLM / Claude Code CLI), tools, skills, memory, sandboxed CLI runs, MCP. The eng…
Deinitive
iOS simulator memory profiling in two commands, with an MCP server for AI coding agents.
Yaggo Brain
FOSS local-first brain / control plane for AI-assisted projects: living memory, code & knowledge graphs, hybrid RAG, cost-aware model routing, a permissioned agent catalog, qualit…
Facto
Project memory for AI agents that knows when it's wrong. Local, zero dependencies — works with Claude Code, Cursor, Copilot, Codex.
Yaps Codex Plugin
Persistent local Markdown memory for Codex and ChatGPT. Private MCP memory store for cross-chat context, remembered facts, cited notes, and safe AI-agent updates.
3ngram
Persistent, typed memory for AI agents — open-source MCP server, REST API, SDK, CLI, worker, and self-host backend.
ThoughtMcp
🧠 AI cognitive architecture over MCP — human-like five-sector memory, parallel reasoning, metacognition (bias/emotion/confidence), a 3D memory graph, and a web UI. PostgreSQL + pg…
Mindfull Memory
MCP server that elicits your approval before writing any memory file to disk
Brains Skills
Community library of domain-specific knowledge base skills for Brains
Ponymemory
Autonomous 5-tier memory system for Claude Code — Qdrant semantic search + Obsidian knowledge archive + local BGE-M3 embeddings. Zero API keys, fully local.
Sloplesscode
Local-first memory, knowledge, and coordination server for AI coding agents.
Skinki
Local-first memory engine for AI agents — on-device, 0 network, embeddable anywhere via a stable C-ABI + MCP. Honest benchmarks, including the parts that failed.
BaseMem
Persistent graph-based memory and knowledge base for AI agents with MCP integration, code intelligence, and cross-session context.
Dayrecord
Cross-platform personal work memory for AI agents — CLI, MCP, and file export. No screenshots.
Mnemo Plugin
Universal memory plugin for OpenCode and Claude Code - bridges to mnemo-mcp via MCP protocol
Agentos MCP
Persistent Cognitive Layer for AI Agents — MCP Server with memory, goals, reflection, and autonomous daemon
MTA Plugin
Give any AI assistant a private, token-free memory of your files — Claude, Gemini, Cursor, VS Code, Windsurf, Codex & Grok. Converts attachments (PDF/Office/EPUB/archives) to Mark…
Claude Code Shared Memory
Persistent cross-project memory for Claude Code — no Obsidian, no vector DB, no external app to keep running. remember plugin + shared fact files + MCP knowledge graph.
Supermem
Personal super-memory graph — a shared execution layer for agents and people. MCP-first, Turso/libSQL backend, local free embeddings, hybrid graph+vector+keyword recall.
Taodb
Memory for AI Creators — temporal-spatial memory engine for LLM agents
Brain Server
Local-first memory server for AI agents. Hybrid recall (vector + full-text) over SQLite, knowledge graph, MCP server, human-approved writes, tamper-evident audit chain, UMP 1.0 L3…
Osiris
The persistent memory and coordination graph for AI agents (MCP, DeepSeek Harness, Claude Code, Cursor)
Google Gemini Agentic AI
Exploring the core components – models, tools, orchestration, memory and evaluation
Trie Memory
Experimental MCP memory server pairing a delta-encoded recognition trie with a concept store that binds surface forms across languages via temporal co-occurrence — "bush", "křoví"…
Dev Memory
Persistent cross-project memory for AI coding assistants — MCP server with SQLite + FTS5 two-phase search
Attestly
Java-native memory layer for AI agents — Spring Boot Starter with audit trail, MCP-native for Claude Desktop / Cursor
Portable Memory MCP
One memory that follows you across every AI app — a user-owned MCP memory store shared by Claude, ChatGPT & Cursor. No cloud, no embeddings, no lock-in
Preference Memory MCP
Local-first MCP server for scoped, reviewable, privacy-conscious preference memory.
MemoryCenter
Agent 记忆库 —— 跨语言可引用的持久化高效完整记忆系统
Reload
Reload — independent third-party profile of a public API surface, by API Evangelist. Reload is "team chat for AI agents" — a workspace where every teammate's AI agents (Claude Cod…
Memory Fort
Cross-tool persistent memory for AI agents — local, private, no API key required
Noshy
Provide persistent knowledge storage for AI agents using ICM and MCP standards to manage facts and memory graphs across sessions.
Memory V3
Brain-inspired persistent memory for AI coding assistants. MAGMA multi-graph, 3-stage retrieval, ACT-R + surprise scoring, constitutional governance, sleep consolidation, self-lin…
Agent Stack
Curated registry of 50+ infrastructure tools purpose-built for production AI agents — evals, memory, orchestration, communication, observability.
Zenai
Frozen public snapshot (8 May 2026) of ZenAI — the self-hosted AI OS that remembers. 60 AI tools, 12,000+ tests, 440K+ LOC, 7-layer neuroscience-inspired memory. Not the living tr…
Neurox
Persistent memory for AI coding agents — your agent stops forgetting between sessions. One Go binary, one SQLite file.