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MCP servers tagged memory-layer
16 live MCP servers tagged "memory-layer", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with memory-layer.
OB1
Open Brain — The infrastructure layer for your thinking. One database, one AI gateway, one chat channel — any AI plugs in. No middleware, no SaaS.
Atomicmemory
Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, MCP server, CLI, and host plugins.
XMem
Xmem is a India's First multi-modal, multi-agentic long‑term memory layer for AI agents.
Reattend MCP
Persistent memory for Claude, Cursor, and any AI assistant. MCP server that connects your meetings, Slack, Gmail, and notes to every AI tool you use.
Mebular
The decentralized memory layer for AI agents — offline-first, signed knowledge graph with validity & provenance, P2P sync across every device you own. MCP tools.
A2a Superhub
Durable A2A coordination with opt-in Markdown memory, offline inboxes, knowledge graph and timeline, plus authorized Qdrant hybrid retrieval.
Mnemosis
像人脑一样记事的 AI 记忆层：会记住、会遗忘、会整理、会自我怀疑。零依赖，支持 MCP。
One Mind
Shared memory layer for AI agents — SQLite + threaded HTTP daemon + MCP server. BM25 retrieval, provenance tracking (agent_id), garbage collection. Pluggable architecture, 40+ tes…
Brain AI Memory
Turn MEMORY.md into project-scoped, versioned memory for Codex, Claude Code, and MCP agents across sessions.
Flowmind
Memory and workflow automation for MCP, Codex, and Claude Code.
Kalairos
Durable, private, time-aware memory engine for long-running AI agents
DevCD
Local-first Developer Context Daemon with explicit state, memory, and policy layers.
Aver
Local-first, auditable memory layer for coding agents in Rust
Atomic Memory Kit
Bidirectional atomic memory for agents: compile Markdown knowledge atoms into one context bundle, decompile back, and spotlight what's missing. Zero deps, no embeddings.
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.
AI Openmemory MCP Image
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