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MCP servers tagged ai-memory
582 live MCP servers tagged "ai-memory", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with ai-memory.
Mymemory MCP
User-owned portable memory vault for AI tools — one memory for every AI. MCP server for myclawn.com/mymemory: read context, search, propose entries (human review queue).
Mapi Agent Memory
Persistent, auditable project memory for Codex, ChatGPT and other MCP clients.
Justonce Plugin
JustOnce MCP plugin — persistent memory for Cursor, Claude, ChatGPT, VS Code and any MCP client
Chatgpt Mongodb MCP
Connect ChatGPT to a free MongoDB database in the cloud via MCP — persistent memory across chats
Ember Memory
Experiential Memory Bridge for AI Relationships — an MCP server that preserves the texture of human-AI conversation across sessions
Cube Memory SDK
Persistent AI memory with crossover — your AI at home shares the same memory as your AI at work. What one LLM learns, all your AIs know. Memory + PKM for Claude, GPT, Gemini & loc…
Memory Lattice
Best AI Memory Layer for Claude Code and MCP Agents in 2026
Linggen Vscode
Portable AI memory for VS Code, Cursor, Windsurf, Codex and Copilot — installs ling-mem and wires it into the agents you already chat with.
Elm Memory
Local, inspectable memory for coding agents. Markdown is canonical; SQLite FTS5 is disposable.
Pangu
盘古 — AI Agent 多模态记忆系统：Wing→Room→Drawer 分层存储、ONNX 本地嵌入语义检索（SQLite FTS5 + RRF 融合）、艾宾浩斯遗忘曲线与神经激活扩散；提供 REST API + MCP 服务，默认暴露 28 个核心工具，可接入 DeepSeek Harness / Claude Code 等任意 MCP 客户端。核…
Omega Obsidian
Persistent semantic memory MCP server for Obsidian vaults. Powered by OMEGA.
Scrolls
Search every Claude Code session you've ever had — local hybrid semantic search over your transcripts, zero LLM cost. Claude Code plugin.
Unified AI Memory
Offline-first AI memory for coding agents — one Markdown brain on your machine, shared via a local MCP server, with ONNX semantic search, RAG chat and a human-brain memory lifecyc…
Fresh Memory MCP
Local MCP memory that detects when stored knowledge changes, expires, or becomes unsafe to trust.
Symbiosis Brain
MCP memory server for Claude Code: a git-diffable Markdown vault (opens in Obsidian) with hybrid semantic search, a wiki-link graph, and bi-temporal facts — plus hooks that pull c…
Unified Channel Hub
The communication layer for personal AI assistants — IM, Email, Voice, Calendar, IoT in one unified API. Python + TypeScript + Java.
Persistor
Multi-tenant remote MCP memory server in Go. OIDC to Postgres row-level security; tenancy enforced by the database.
Kiro Ception
Kiro MCP Power that gives Kiro long-term memory. Indexes all CLI and IDE conversations into a semantic search engine using local or API-based embeddings. Newest-first indexing, le…
Keepsake
Sovereign, local-first, zero-knowledge long-term memory for LLMs and AI agents — yours like a crypto wallet. Apache-2.0, no telemetry, runs offline.
Memory Persistor
PostgreSQL-backed MCP memory server with thermal decay + knowledge graph + hybrid retrieval
Lavder Tcg Releases
Lavder TCG - public release feed (DMG + updater)
Graphiti Folder
Append-only Graphiti memory and read-only MCP for a folder of Markdown and text documents.
Neurovault Core
Local-first, Markdown-canonical memory engine for AI agents with automatic context, HTTP APIs, and MCP
FilippoPilo/cortex-connector
in, plus a local stdio bridge in `server/`.
Lychee
Orchestrate local LLMs with Ollama using multi-model pipelines, structured outputs, memory management, and load balancing.
Codelux
The AI Development Space: one local environment where Claude Code, Cursor, Codex and any MCP agent index, remember and share your projects. Free at codelux.ai
Memorycore AI For Codex
MemoryCore Ai - For Codex: persistent memory via MCP with a 24-hour idle window for delayed memory consolidation, TurboVec semantic search and source-checked context to reduce tok…
Claude Redis MCP
Connect Claude to a free Redis instance via MCP — key-value scratchpad and cache for Claude agents
Memory Suite
Comprehensive MCP memory plugin — AI coding memory, personal life memory (habits, experiences, knowledge, accounts), scheduled review, and cross-module linking
Memento Cursor Plugin
Persistent AI memory for Cursor - your AI remembers your codebase, conventions, and team knowledge across every session.
Erebyx SDK
Rust SDK for EREBYX — persistent, cross-session AI memory.
AI Cloud Memory
Self-hosted shared memory, project board and roadmap for AI clients on Cloudflare and GitHub.
Contexel Gemini
Contexel for Gemini CLI: your team's shared memory, alongside Gemini's own. One-command install.
Xmemo Chatgpt Plugin
XMemo plugin for durable project memory and cross-agent continuity in ChatGPT and Codex
Tramya
Local-first memory for AI coding agents — Claude Code, Codex, Cursor & more. Hand context between agents without re-explaining. tramya.com
Memory LanceDB Pro
Full memory-lancedb-pro memory enhancement system for Claude Code via MCP protocol — hybrid retrieval, smart extraction, auto-capture, intelligent forgetting, multi-scope isolatio…
Terraforma Memory
One private, local memory shared by Claude Code and Codex. MCP server, single binary, no network, tamper-evident journal. Free and open source.
Sapience
Persistent semantic memory + judgment ledger for Claude Code (MCP server)
Mindbridge
Privacy-conscious AI reflection companion concept with visible memory provenance and reviewable next steps.
Auxo App
Auxo — 나를 기억하는 설치형 AI 에이전트
Claude Company Brain
A practical architecture for building persistent memory for Claude AI — Journal (short-term), Company Brain (long-term), governance framework. Based on Notion + MCP + Git
Family Hubs
Recall — an open long-term memory layer for AI agents. MCP + REST + dashboard on Cloudflare Workers, Supabase pgvector, Workers AI. Free tier.
Elder Brain
Self-hosted collective memory plane for AI agents — MCP-over-HTTP, canonical scope routing, machine heartbeats and Omarchy observability
Zekra CLI
zekra — CLI + Claude Code plugin to connect any AI client to Zekra memory over MCP.
Index Memory Vault
Self-hosted AI memory server for Claude, ChatGPT, Codex, Cursor and local LLMs — user-owned storage, human approval gates.
Open Crm
Open-source CRM memory for AI agents: every fact links to the email or transcript behind it, and conflicts stay flagged, not overwritten.
Lm Pocket
Longitudinal Memory Pocket — your AI memory, physically yours. Local-first, model-agnostic, open format, MCP.
Pryzm Memory
Persistent memory shared across Claude, ChatGPT and other AI assistants, via MCP. Hosted in the EU. Benchmarks and vault code open.
Spmos Official
Official public identity, citation, and verification surface for SPM, SPMOS.ai, and SPM-Polaris.
Engram
Production-grade persistent memory for AI agents. Hybrid BM25 + vector search, knowledge graph, lifecycle hooks. 250K+ memories. Built by an AI, for AIs.