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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 Second Brain
Self-hosted shared memory for AI agents (Claude Code, Cursor, Codex, Gemini) — Neo4j + Graphiti MCP + local Ollama. Temporal knowledge graph, multi-agent, one-command setup.
Onebrain
AI OS that extends Claude Code, Gemini CLI, Codex, Qwen — adding persistent memory, 24+ skills, and personal calibration. Plain Markdown. Local-first. Yours forever.
OneBrain
AI OS that extends Claude Code, Gemini CLI, Codex, Qwen — adding persistent memory, 24+ skills, and personal calibration. Plain Markdown. Local-first. Yours forever.
Hive MCP
MCP server for hive-framework development. A memory and agentic coordination solution.
Somora Agent
Your personal AI team that gets things done. Shared memory. Any model. Local or cloud. Run. Rest. Dream. 🐨
Loci
Typed long-term memory for AI agents. One core, an MCP server, and a Hermes plugin.
Mnemos
Biomimetic memory architectures for LLMs — surprisal gating, reconsolidation, affective routing, sleep consolidation, and spreading activation
MemoryPilot
The most advanced AI memory server in the world. Hybrid search, Temporal Knowledge Graph, transformer embeddings, AAAK compression (3x token savings) — pure Rust, single binary, z…
MemoryPilot
The most advanced AI memory server in the world. Hybrid search, Temporal Knowledge Graph, transformer embeddings, AAAK compression (3x token savings) — pure Rust, single binary, z…
RemindAI
Your personal AI workbench on desktop. Execute tools, install skills, connect MCP servers, build persistent memory — all models, one interface.
Agent Recall
Persistent memory for AI coding agents. SQLite-backed knowledge graph with MCP server.
Mnemo
MCP server that uses Gemini's context caching as extended memory for AI assistants. Load GitHub repos, URLs, PDFs.
Smriti
Zero-infrastructure, local-first memory for AI agents. One SQLite file — no Postgres, Neo4j, or cloud. Bi-temporal supersession (updates, never deletes), four-channel hybrid retri…
Memforge
Neuroscience-inspired memory for AI agents — sleep cycles that rewrite and strengthen knowledge over time. TypeScript, PostgreSQL, MCP.
Anima
A persistent AI character that reads world news, builds memories with retrieval, and evolves an emotional state over time.
Anamnesis
Conversation knowledge extraction and reconciliation for multi-LLM development workflows
Hippocampus
Open-source MCP memory server. Universal AI memory across all platforms.
Anima
A persistent AI character that reads world news, builds memories with retrieval, and evolves an emotional state over time.
Codex Mem
Persistent memory for Codex CLI, Claude Code, and MCP clients
Claude Code Project Brain
Persistent, navigable memory for Claude Code — stop re-explaining your projects to the AI every session.
Atmem
Local-first, auditable memory for AI agents, with governed retrieval, delegated context delivery, and verifiable execution evidence. Works with OpenClaw, MCP, Pydantic AI, and Lan…
Tota Agent
Open-source AI agent: 11 LLM providers (OpenAI, Claude, Ollama, DeepSeek…), 60+ tools, web search, vision, browser & Android automation, MCP plugins, Second Brain memory — CLI · T…
SecondBrain
A persistent MCP memory layer for AI agents. Store knowledge across sessions, retrieve it semantically, and connect any MCP-compatible agent.
Starlight Intelligence System
One shared brain for your whole AI fleet: attested memory, orchestration, governance and evals across Claude Code, Codex, Cursor, Gemini, Antigravity.
Collection
A Free, Open Source, collection of personas, prompts, skills, memories, agents, and more. Use them directly through the DollhouseMCP Server
Engram
Self-hosted, multi-user spaced-repetition (SRS) service: FSRS v6 scheduling, 10 card types, Markdown/TeX, REST API and built-in MCP server. Written in Go.
Headroom
Memory alerts for Macs that run AI coding agents: which Claude session owns the memory, alerts before macOS runs out, and advice relayed to agents through a CLI, HTTP API, Claude…
Jarvis Os
A memory hub and curated skill set for Claude Code — persistent memory that loads from any directory, plus a guided local setup.
Everos MCP
MCP server for EverOS — long-term memory for AI agents, backed by the EverOS Cloud Memory API
MemBook
Memory that stays true. A verifiable memory engine for coding agents.
Memory-Plus
Memory Plus - SVM (Structured Visual Memory) + Zettelkasten sync integration
server
dynamic identity - agentic memory - your digital extension for all your AI
Robotmem
Thin npm wrapper for the robotmem Python CLI and MCP server.
Audrey
Biological memory architecture for AI agents. Cognitive memory that decays, consolidates, self-validates, and learns from experience.
Structured Memory Engine
Persistent, self-maintaining memory for AI agents. 1,451 tests. 5ms recall. $0/month forever.
Dragon Brain
Dragon Brain — persistent long-term memory for AI agents via MCP (Model Context Protocol). Knowledge graph (FalkorDB) + vector search (Qdrant) + CUDA GPU embeddings. Works with Cl…
Widemem AI
Next-gen AI memory layer with importance scoring, temporal decay, hierarchical memory, and YMYL prioritization
Mychatarchive
Local-first AI memory archive. Import ChatGPT, Claude, and Grok exports, generate semantic embeddings, and search via MCP server. Zero cloud, zero cost.
Synaptic Memory
Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.
Hippograph Pro
Description: Self-hosted graph-based associative memory for personal AI agents. Spreading activation, emotional weighting, zero LLM cost.
Aegis Memory
Secure context engineering for AI agents. Content security · integrity verification · trust hierarchy · ACE patterns. Self-hosted, Apache 2.0.
Claude Teams Brain
Give your Claude Code Agent Teams a memory. Auto-injects role-specific context into every new teammate — your team never starts blind again.
Claude Mem Lite
Lightweight persistent memory system for Claude Code — FTS5 search, episode batching, error-triggered recall
Multi Agent Memory
A Multi Agent Memory MCP That Connect Agents Across Systems and Machines
Keep
Reflective memory for agents
Zengram
A Multi Agent Memory MCP That Connect Agents Across Systems and Machines
Altk Evolve
Self improving agents through iterations
AI Context OS
Persistent, inspectable memory that grows and refines over time. Built on files. Owned by you.
Rekal
Long-term memory for LLMs. MCP server backed by hybrid search in a single SQLite file.
Rasputin Memory
The ultimate memory backend for OpenClaw and Claude Code. Persistent conversation memory with LLM fact extraction, foundation-model reranking, and 77.7% LoCoMo accuracy. MCP nativ…