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MCP servers tagged long-term-memory
172 live MCP servers tagged "long-term-memory", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with long-term-memory.
Mem
🧠 Build persistent, hybrid conversational memory using SQLite, full-text search, and vector similarity with conflict resolution for AI assistants.
Thalemora
开源 AI 长期记忆系统：保存原话、整理和修订记忆，为聊天应用提供自动召回。
Claude Persistent Memory
Give Claude Code persistent memory across sessions. Hybrid BM25 + vector semantic search, auto-structuring via LLM, and 4-channel retrieval (MCP + hooks). Your AI assistant finall…
masondelan/selvedge
era codebases. AI agents call it to log structured change events (entity + diff + reasoning) before the session ends, then query history with diff, blame, history, changeset, and…
KnowledgeGraph
MCP server providing long-term memory for AI agents — knowledge graph with Qwen3 embeddings, continuous learning, and knowledge evolution
udjin-labs/mnemostack
hosted with Qdrant backend. 82.5% strict accuracy on LoCoMo benchmark. `pip install 'mnemostack[mcp]'`
Nram
Self-hosted long-term memory substrate for any LLM-using tool. Hybrid vector + lexical recall with MMR reranking, auto-extracted knowledge graph, sleep-style consolidation, per-pr…
soolaugust/0CompactMem
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Dreviho
DREVIHO — Dreaming Viking Hooks. Memory + Reasoning hooks for AI coding CLIs. Hybrid search, 5-scope system, MMR diversity, temporal decay, content merge, auto-linking, reasoning…
Github Stars Radar
把你多年收藏的开源项目，变成 AI 编程助手的私人技术记忆。
Brain AI Memory
Turn MEMORY.md into project-scoped, versioned memory for Codex, Claude Code, and MCP agents across sessions.
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…
VecRecall
VecRecall 是一个改进版的 AI 长期记忆系统。它基于对原版 MemPalace 的深度分析重新构建，核心设计理念是将“信息检索”与“信息组织”彻底解耦。 通过纯向量检索路径和独立的 SQLite UI 层，VecRecall 在保持灵活组织的同时，将召回率（R@5）从原版的 84% 提升至 96.6%+，为 AI Agent 提供更精准、更高效…
Vektor Memory
Slipstream - Built by Vektor Memory - a multi-layered persistent agentic vector memory architecture. 4-layer associative graph memory (MAGMA) with autonomous REM cycle, CLI, DXT-M…
Another Brain
Long-term memory your AI coding agents actually share. One brain, many agents — standalone embedded MCP server: SQLite + FTS5 + vector hybrid search, local ONNX embeddings, self-e…
AI Longterm Wiki Memory ClaudeCode
Persistent semantic memory for Claude Code. Three-layer wiki + LanceDB vectors, hooks, self-healing lint, knowledge graph. Native MCP integration.
Tmcra
Full-stack, self-hosted memory infrastructure for AI agents: algorithms, traceable recall, knowledge graph, API/SDK/MCP, apps, deployment, benchmarks, and custom-memory adapters.
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…
AI Knot
Deterministic, self-hosted long-term memory for AI agents: store facts instead of transcripts, recall only what matters.
Chronicler
Self-hosted AI roleplay client with memory that survives long campaigns — tiered canon/heuristic/reflex writes, retrieval-time privacy ACL for group chats, and native MCP tool sup…
Dakera Rs
Rust SDK for Dakera AI agent memory — self-hosted, 88.2% LoCoMo. HTTP/gRPC, vectors, hybrid search, knowledge graphs, sessions.
Turbovec MCP Tiar
Turbovec MCP Server: A local Retrieval-Augmented Generation (RAG) tool that allows AI to seamlessly read, chunk, remember, and semantically search through large project codebases.
Yance
Local-first AI brain for personal relationships and communication, powered by MCP｜多平台身份图谱、关系记忆、回复策略与受控自动回复
Meet Edward
Open-source AI assistant with persistent memory, self-evolution, and proactive monitoring. Built with Next.js, FastAPI, LangGraph, and Claude. Your data stays on your machine.
AI MemoryHub
零依赖确定性 Agent 长期记忆系统 — Markdown 权威源 + 薄索引，拒答/澄清替代向量硬猜，玻璃盒可审计。 | Zero-dependency deterministic agent memory system — Markdown authoritative store + thin index, refuse/clarify instea…
Cortex Protocol
User-owned, cross-agent AI memory — an open-source memory MCP server (Apache-2.0, BYOK Gemini).
Mnesio
Self-improving long-term memory for AI agents in Rust. Safety-gated procedural learning, MCP server, Python/Node SDKs, and durable memory.
Yaps Codex Plugin
Persistent local Markdown memory for Codex and ChatGPT. Private MCP memory store for cross-chat context, remembered facts, cited notes, and safe AI-agent updates.
Ponymemory
Autonomous 5-tier memory system for Claude Code — Qdrant semantic search + Obsidian knowledge archive + local BGE-M3 embeddings. Zero API keys, fully local.
Mycelia
🧠 Long-term memory for AI coding agents — switch tools or models without starting over. Local-first, shared across Claude Code / Codex / opencode via MCP.
Reccli
Temporal memory engine for coding agents. Gives Claude Code and Codex persistent project context, cross-session recall, and source-linked reasoning history.
Mnemic
Local-first memory kernel for coding agents: MCP-native, temporal, auditable, source-keyed, and benchmarked.
Dsh Memory Core
DeepSeek Harness cross-session long-term memory + user profile plugin: the AI remembers who you are, your projects and preferences across sessions. Pure Markdown, zero-config, ful…
Memory Platform
让 AI 跨对话记住你。Local-first, auditable AI memory for OpenAI-compatible clients and MCP.
Organism Memory
Local memory layer for AI agents — persistent, searchable memory across sessions without external APIs
Local Longterm Memory MCP
本地长记忆 MCP Server（stdio）：SQLite + 本地 MiniLM 向量 + 异步归档，agent_id 隔离，供 RikkaHub/OpenCode 等任意 MCP 客户端复用长期记忆
Seelenmaschine
Seelenmaschine是一个具有记忆和人格的LLM聊天机器人。它能够进行纯文本对话,并具有持久化的记忆系统,可以记住对话历史,并形成对用户的理解。Seelenmaschine is an LLM chatbot with memory and personality. It is capable of having plain text conver…
Agent Memory Protocol
Portable, git-committed memory infrastructure for AI coding agents — survives switching models, providers, IDEs, and harnesses. Adopts the official MCP memory server; doesn't rein…
Hebbrix MCP
Hebbrix MCP server — long-term memory and knowledge graph for any MCP-compatible agent (Claude Desktop, Cline, Cursor, Continue)
Wikimcp
Git-backed multi-user wiki MCP server — long-term memory for any AI. Inspired by Karpathy's LLM Wiki pattern.
My Memory MCP
TypeScript-based Model Context Protocol server with SQLite. Enables AI to persist and search user entities, observations, and relationships.
Intelligent Agentic Research Assistant
Autonomous Multi-Agent Research Assistant powered by CrewAI, SQLite Long-Term Memory (LTM), and stdio Model Context Protocol (MCP). Evolving from hybrid RAG to a cooperative agent…
Hypermemory Cumfyui Extract Text Node
A CumfyUI node that intergrated Hypermemory into the prompt creation process to make sure the content created is on brand.
dfrancislyondflabc-tech/agentic-recall
bad match as though it were one. Embedding model runs locally, nothing leaves the machine. MIT.
Scrolls
Search every Claude Code session you've ever had — local hybrid semantic search over your transcripts, zero LLM cost. Claude Code plugin.
Cognilearn MCP Server
[Archived, 2025 prototype] MCP server giving AI tutors long-term memory per learner — streamable HTTP, Supabase; plus the CogniLearn question-bank pipeline
Yashigatakae
Cross-device Claude Code operating system built for developers who want memory, speed, and continuous productivity.
Pibuddy
PiBuddy：本地优先的 AI 办公助手。长期记忆可治理——显式保存、来源可追、删除即失效。Electron + Vue 3 + pi。
OpenClawdCode
Persistent memory + context engine for Claude Code via MCP. Spiritual port of OpenClaw memory-lancedb-pro and lossless-claw to Claude Code. Local-only (LanceDB + Ollama + Obsidian…
Agtmem
Long-term memory for coding agents that you own: Markdown on disk, a disposable SQLite index, zero runtime dependencies.