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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.
Atlas
Open-source local-first cognitive memory. AGM-compliant belief revision (49/49 postulates). When a fact changes, downstream beliefs are automatically re-evaluated, not just flagge…
BrAIn
Self-improving project memory that documents its own creation — built on Cognee Cloud. Cures context rot for AI development.
Mind
Persistent memory for AI coding agents: automatic capture, explainable recall, knowledge consolidation, privacy controls, and portable offline storage. One Python file, zero depen…
kunickiaj/codemem
machine sync, and project sharing. OpenCode, Claude Code, and Codex integrations add automatic capture and context injection.
Aldus Palace
A trustworthy context layer for AI that remembers, plans and acts — free text into typed commitments, decisions and memories, each with its evidence, in a SQLite file you own. MCP…
Mempalace
A Rust reimplementation of MemPalace/mempalace
Local Memory
A lightweight, powerful local memory server for AI agents supporting text, entities, and relations. Enables persistent codebase understanding and user preference management.
Agentmemory
Public fork of rohitg00/agentmemory focused on Docker-first local deployment, Codex-native lifecycle ingestion, freshness-oriented retrieval, diagnostics.
Par
Persistent Agent Runtime — self-hosted cognitive runtime for AI coding agents: semantic memory, knowledge graph, agent coordination, event-driven workflows, and autonomous self-ma…
Agent Memory Engine
A long-term memory engine for coding agents: two-stage retrieval + gating, hybrid (vector + BM25) search, optional cross-encoder rerank, Ebbinghaus decay, and cross-session collab…
Open Memory Protocol
Open Memory Protocol — open spec for AI-agent memory: recall, remember, link, observe, validate. CC BY 4.0.
Ogham MCP
Shared memory MCP server — persistent, searchable, cross-client
Mnemo Cortex
Open-source memory coprocessor for AI agents. Persistent recall, semantic search, crash-safe capture. No hooks required.
Iai MCP
The best-benchmarked open-source memory system for AI coding assistants
DomDemetz/claude-soul
starter`
Pmb
Local-first persistent memory for AI coding agents (Claude Code, Cursor, Codex) via MCP. 94.5% LoCoMo recall@10, 70ms p50, multilingual, zero API keys.
ArcRift
Persistent local memory layer for AI. ArcRift uses a Chrome extension and a native MCP server to sync context and decisions from your browser chats (Claude, ChatGPT, DeepSeek) str…
Brainflow Docs
BrainFlow - Shared Team's Memory - Company Brain - MCP server documentation and setup guide
Engramory
A portable memory protocol for AI agents — load it as standing rules; a curation discipline + reference spec + optional cap hook.
Agentmaker
A general-purpose Python framework for building LLM agents and multi-agent systems. "Four lines of code, an agent with memory."
Cortex Engine
Cognitive engine for AI agents — semantic memory, observations, embeddings, dream consolidation. Cloud Run service + MCP tools.
Brainoutside
Self-hosted memory server for AI agents. Your brain is a git repo, served over MCP and REST.
Xinchao Nian
心潮念（Xinchao·Nian）— 会惦记你的AI心智：心潮动态驱力引擎 + Ombre Brain 记忆库深度融合，一键联合部署。非商业(含OB二改约束)。
AI Chief Of Staff
The original AI Chief of Staff built on Claude Code and Obsidian. ADHD prosthetic, open to anyone. Superseded by chief-of-staff-2.
Wuwe
A framework for building intelligent agents
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…
Cortex Hub
Self-hosted AI Agent Memory + Code Intelligence Platform — one MCP endpoint for persistent memory, AST-aware code search, shared knowledge, and quality enforcement across all your…
Zclean
AI coding runtime hygiene for Codex, Claude Code, Cursor, Windsurf, MCP servers, and safe workspace caches. Try: npx z-clean audit
Dsh Memento
Bounded, layered, approval-gated, auditable cross-session memory for DeepSeek Harness (capability seam: ctx.memory + SQLite provider + memory tool + frozen snapshot injection)
Mcpb
PolyNeural.ai MCP Bundle for persistent AI memory through knowledge graphs
nuum
AI coding agent with continuous memory - infinite context across sessions
Nuum
AI coding agent with continuous memory - infinite context across sessions
Shieldcortex
Trustworthy memory and security for AI agents. Memory firewall for any host that writes through it; runtime tool gates on Claude Code, OpenClaw, and Hermes.
Structured Memory
A Model Context Protocol server that automatically maintains structured, domain-specific memory documents for focused projects
Scanadi MCP AI Memory
A production-ready Model Context Protocol (MCP) server for semantic memory management
Memtrace
LLM-agnostic memory layer for AI agents. No embeddings, no vector DB — just fast, structured, temporal memory that any LLM can consume as plain text.
Memwal
Walrus Memory MCP client — single-binary stdio MCP server that bridges Cursor / Claude Desktop / Antigravity / Claude Code to the Walrus Memory relayer. Handles browser-based wall…
Cc Agent Brain
Local-first memory engine for coding agents (Claude Code/Cursor/Codex): SQLite+FTS5 retrieval, versioned bi-temporal memories, full-session capture, zero dependencies, MCP server
Mnemo
Persistent memory for Claude Code. Your AI never starts from scratch again.
Mempalace Rs
A high-performance, local, offline-first AI memory system built in Rust
Engram Memory
The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.
Mempalace Rs
A high-performance, local, offline-first AI memory system built in Rust
Brain
Give your AI a hippocampus. A unified, local-first memory operating system written in pure Rust
Engram Memory
The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.
Borhan
Save conversations, search by idea, read the surrounding context. Memory for AI agents.
Remembrallmcp
Whole-codebase knowledge for AI coding agents. A field-aware code graph (functions, classes, methods, fields, references) plus persistent memory. Rust, Postgres + pgvector, MCP.
Remembrallmcp
Whole-codebase knowledge for AI coding agents. A field-aware code graph (functions, classes, methods, fields, references) plus persistent memory. Rust, Postgres + pgvector, MCP.
Claude Brain
Persistent memory for Claude Code. Local SQLite + MCP + hooks.
Chief Of Staff 2
An AI Chief of Staff in plain markdown, in an Obsidian vault. Version two: torn down, rebuilt smaller, works better. Model agnostic, ADHD-first, open to anyone.
Daidocs
Open plain-text file format for AI memory. Your assistant's long-term memory as .dai files on your disk: readable by Claude, GPT, Gemini, Cursor, local models and grep (all LLM mo…