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MCP servers tagged llm-memory
116 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.
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.
Statelessagent
🧠 Provide local-first persistent memory for AI coding workflows, indexing notes to deliver relevant context in new sessions.
Recall
Long-term memory for AI agents: facts with dates and sources, history kept, honest "I don't know". REST API, MCP server, TS/Python SDKs. Self-hostable. Website: https://recallmem.…
Memfix
The memory layer that can be corrected: provenance-first agent memory with a real corrections API and a one-command junk audit.
Local Memory
Local-first long-term memory for AI agents. SQLite, offline, zero cloud. MCP server.
Super Memory MCP
MCP server giving LLM clients shared long-term memory with semantic search (sentence-transformers, FAISS, SQLite).
Episodai
EpisodAI by Lalith Alpuri, also written Alpuri Lalith (@lalithbuilds): a local AI-agent memory MCP server with SQLite WAL, hybrid retrieval, Obsidian workflows, an HTTP bridge, an…
Memory Server
Persistent semantic memory service and MCP adapter for AI agents, powered by PostgreSQL and local Ollama models.
Memorx
SOTA developer memory system — local MCP server in Go that gives any coding CLI persistent, project-scoped session/feature memory
ShipItAndPray/mcp-memory
based, zero dependencies.
LuizEduPP/rememb
project scope. Local JSON, zero config, no server required.
Claude Memory Bridge
Share context and memories between Claude Code and Claude Desktop
udjin-labs/mnemostack
hosted with Qdrant backend. 82.5% strict accuracy on LoCoMo benchmark. `pip install 'mnemostack[mcp]'`
stevepridemore/graph-memory
device use across Claude Code, Desktop, web, and iOS.
soolaugust/0CompactMem
os`
Dense Mem
Self-hosted AI agent memory server with MCP, evidence provenance, typed claims, conflict detection, embeddings, recall, PostgreSQL, and Neo4j.
mcasdfgf/mcp-roo-memory
based deployment with Qdrant.
Tastebud Memory
A chef's palate for AI agent memory; Un-mix any day's work into its exact projects, and detect workstreams nobody has named yet. Hyperdimensional fingerprints, zero dependencies.
Awesome Agentic Knowledge Base
Empirical map of 46 trending AI agent repos: storage, memory, MCP, retrieval — what they actually use, ranked by adoption
Core Memory Kit
Persistent per-project memory for Claude Code, Kiro, Cursor & Codex - plain markdown committed with your code, captured prompt-free, auto-injected at session start, recalled by me…
Engrama
A memory graph designed for the agent that uses it, not the human who feeds it. Engrama reconstructs context from associations on demand, replacing the "stuff everything into the…
VMem
Zero context compaction for Claude Code & LLM agents. Persistent memory powered by OS primitives (demand paging, kswapd eviction, mlock pinning). Single SQLite file, MCP-native, m…
Flux Memory
Self-organizing retrieval fabric for AI memory — deployable MCP server, REST API, and Python SDK
Cairntir
Local-first persistent memory MCP server for Claude Code, Codex, Cursor, Qwen Code, and AI coding agents. Cross-session, cross-agent SQLite memory.
Do SOUL Alaya
The local-first memory plane for CLI coding agents. Codex and Claude Code attach via MCP; SQLite-backed, evidence-gated, no GUI. Cross-session memory that the agent proposes and a…
Logica Mind
The continuity substrate for AI agents — memory that becomes a mind: a versioned self-model, a cognitive heartbeat, a shared cortex, metacognition & debate, on temporal-graph memo…
Mneo
Persistent memory for AI agents using git refs. MCP server + Claude Code skill. No vector database, no embeddings, no daemon — branches are scopes, push/fetch is sync.
Ellmos
Local-first LLM operating-system hub for BACH, Rinnsal, gardener, SQLite agent memory, MCP servers, skills, and multi-agent orchestration
Kalairos
Durable, private, time-aware memory engine for long-running AI agents
Openmemory MCP Claude Starter
Claude + MCP + OpenMemory — give Claude a real, persistent memory with full temporal reasoning.
Agent Knowledge Memory Wiki
Agent memory as a Markdown wiki: one shared, verified knowledge base that Claude Code, Codex and GPT read and write. Lessons enter only after a green verifier, mistakes become per…
MATHIR
Memory-Augmented Tensor Hybrid with Intelligent Routing
Culi
Self-improving context & memory for Claude Code and OpenAI Codex. One canonical knowledge store injected only when relevant — hooks push budgeted context, an MCP server serves dep…
CcRecall
Cross-session memory for Claude Code — serves relevant context via hooks & MCP. Local SQLite + FTS5, no vector DB. Rule-based retrieval; extraction runs a small model.
Claude Code Shared Memory
Persistent cross-project memory for Claude Code — no Obsidian, no vector DB, no external app to keep running. remember plugin + shared fact files + MCP knowledge graph.
Hipercampo
Living, local-first memory for Claude built on hypervectors (VSA) — surprise-gated writing, sleep consolidation, active forgetting, and compositional role queries. MCP server, CPU…
Neuroloom Claude Plugin
Claude Code forgets everything between sessions. This plugin gives it persistent memory — automatic observation capture and context injection via Neuroloom.
Deep Memory
Local-first persistent memory for AI agents: Chinese-first recall, forgetting-aware ranking, conflict candidates, SDK + CLI.
Plugmem
Embedded bitemporal memory engine with hybrid retrieval for local-first applications and AI agents — in-process, no server.
Nanobot Hindsight Memory And Skill Review
Nanobot plugin for selective Hindsight memory (governed Recall/Retain) and nightly self-improving skill review via Hindsight Reflect. Fail-closed by design, single-user gated, sec…
Memory Mcps
curated review of memory-related MCP (model context protocol) server options
Synaptomind
Where ideas find each other