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MCP servers tagged llm-memory
97 live MCP servers tagged "llm-memory", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with llm-memory.
Mem0 MCP
A memory system using mem0 for AI applications. Enables long-term memory for AI agents as a drop-in MCP server.
Rlm Claude
Recursive Language Models for Claude Code - Infinite memory solution inspired by MIT CSAIL paper
Statelessagent
🧠 Provide local-first persistent memory for AI coding workflows, indexing notes to deliver relevant context in new sessions.
Caura
Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-i…
Origin
Local-first memory layer for AI agents - MCP server
ZettelForge
Agentic memory for CTI in Python — STIX knowledge graphs, threat-actor alias resolution, offline-first RAG, MCP server for Claude Code and LangChain agents
Zer0dex
A local dual-layer memory pattern for AI agents: a compact, human-readable markdown index paired with semantic retrieval from a local vector store, queried before each message. Fo…
Osk System
Source-grounded MCP memory runtime and Obsidian-compatible vault template for LLM agents.
LycheeMem
Compact, efficient, and extensible long-term memory for LLM agents.
Engramory
A portable memory protocol for AI agents — load it as standing rules; a curation discipline + reference spec + optional cap hook.
Metronix Memory
Metronix Memory is self-hosted memory infrastructure for AI agents: MCP-native, local-model friendly, with hybrid RAG, a temporal knowledge graph and ontology layer, durable memor…
Lint AI
Persistent memory layer for AI coding agents — current-state retrieval that knows what is still true. Claude Code, Codex, Gemini CLI.
IHMT MEMORY
Long-term memory for AI coding agents (Claude Code, Codex, opencode) as a tree of plain files
Context Kernel
Token-gated MCP server on Cloudflare Workers that serves your hand-curated context memory to any Claude surface. Append-only journal, manual promotion, no auto-rot.
Widemem AI
Next-gen AI memory layer with importance scoring, temporal decay, hierarchical memory, and YMYL prioritization
cdeust/Cortex
coding write gate, WRRF retrieval. PostgreSQL + pgvector, 33 MCP tools, 7 lifecycle hooks. Benchmarked 97.8% R@10 on LongMemEval. `claude plugin marketplace add cdeust/Cortex`
Yantrikdb
Cognitive memory engine for AI agents — temporal decay, contradiction detection, autonomous consolidation, knowledge graph, ANN recall via HNSW. Embeddable Rust library with Pytho…
Superbrain
Session memory for Claude Code. Auto-captures every session into a plain Obsidian markdown vault. Zero config. MIT. macOS + Linux.
Distill Kura
蒸留蔵 — distilled long-term memory for agents: recall by meaning, writing gated by evidence, one kura per agent mode. Ships as a DeepSeek Harness plugin and an MCP server.
Gomaa
Gomaa — Autonomous Agent Memory OS. Persistent memory system for AI agents with Obsidian vault integration, hybrid RRF search, knowledge graphs, security gates, and MCP server.
Fava Trails
🫛👣 FAVA Trails — Git-native, curated memory for AI agents via MCP. Draft isolation, promotion gate, thought lifecycle hooks, memory curation protocols, supersession chains.
MemHop
Embedded long-term memory database for AI agents & LLM apps. Six-layer cognitive architecture, knowledge graph, hybrid BM25 + vector search, sleep-time memory consolidation. One .…
FERNme
A lightweight memory engine for AI agents using fuzzy graphs, Hebbian updates, and optional LLM gating.
Dokoro
Multi-layer agent-memory MCP server (working, episodic, semantic, procedural, affective) for Claude Code and any MCP client.
Jambavan
Local-first MCP memory and code intelligence that helps coding agents recall repo context, decisions, failures, and review impact.
Jmac Memory Os
Connect your models and chats together with one central git memory. Plain Markdown facts in a git repo you own — Claude Code, ChatGPT, Cursor, Codex and anything that uses APIs, I…
Memry
European memory system for AI agents with focus on compression and weighted information
Time Library
Time Library / 时间图书馆：一句话接入，适配任何平台；本机优先、可回源的 AI 记忆层。
Agent Infrastructure Landscape
AI agent memory & infrastructure landscape — comparative catalog of 912 systems × 68 columns covering memory layers, agent frameworks, runtimes, vector stores, knowledge graphs, M…
Kioku Mesh
Shared memory for AI coding agents, across tools and machines. Local-first SQLite, optional Zenoh+RocksDB mesh, MCP-native.
Memnos
Persistent memory for AI coding agents — MCP server, REST API & Python SDK. Works with Claude Code, Cursor, Windsurf and any LLM agent.
Inkwell Memory
MCP server giving AI agents persistent memory: Markdown files as source of truth, hybrid BM25 + embedding search, typed graph relations. Self-hosted, single Docker image.
Smara
Persistent memory for AI tools. Give Claude, Cursor, and Codex shared context that survives across sessions.
Gaptime
GapTime: bi-temporal knowledge-graph memory for production agents. Every fact carries valid time and transaction time, so you time-travel to what was known at any instant, superse…
Tinm
Cross-session memory for Claude Code — stop re-pasting yesterday's context.
OpenMnemex
Agent memory for LLMs — a self-pruning knowledge context graph modeled on human memory. Long-term, navigable, context-budget-aware memory with no vector DB, no embeddings, no serv…
Realbrain
Local-first operating memory, evidence graph, global workspace, and safe consolidation for AI agents
Context M
Deterministic agent memory. μ=0. Free, local, forever. Mem0-compatible.
Chatmem
Local LLM chat history, served over MCP
GithubCopilotCLI VectorMemoryMCP
Give GitHub Copilot CLI persistent long-term memory via local semantic vector search. Just npx and go. All data stays local.
Memfabric
Self-organizing agent memory. No embeddings, no vector DB.
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.
Memorius
Memorius is a self-contained, agent-agnostic memory system that gives LLMs and AI agents persistent, searchable memory with a hierarchical knowledge organization. Drop-in with mul…
Chainmem
ChainMem（链忆）— 链式 + 向量混合记忆系统，让 AI 拥有像人一样的联想式回忆
Synara MCP
Cross-session memory for MCP agents — episodic + semantic, recall ranked by a successor-representation prior.
Linafish
Make any AI know you. A cognitive overlay for AI. pip install linafish
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。
Coremem
Git-diffable memory for AI agents — six-layer architecture, plain-text source of truth, Obsidian graph projection. MIT.
Cursor Hindsight Ondemand
On-demand Hindsight for Cursor (Windows): localhost daemon via sessionStart/MCP. Stack partner: cursor-model-orchestrator.
Memorx
SOTA developer memory system — local MCP server in Go that gives any coding CLI persistent, project-scoped session/feature memory