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MCP servers tagged ai-memory
582 live MCP servers tagged "ai-memory", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with ai-memory.
Server
MCP Server for BaseGrid — persistent memory for Claude, Cursor, and Cline
Synapse
MCP server: Persistent AI memory + knowledge graph + code search. Local-first. Pure SQLite. npm install -g synapse-cortex
Funes Vault
Self-hosted personal memory vault for AI tools with policy-controlled disclosure, audit trails, MCP and OAuth.
Recall
Your team's knowledge base is also your AI's memory. Shared markdown notes with [[links]], semantic search and SSO, used by Claude and other assistants over MCP. No LLM on the ser…
Engram
One shared, self-organising memory for all your AI assistants — MCP + REST, episodic/semantic/procedural/reflective memory, situational recall.
Mem
🧠 Build persistent, hybrid conversational memory using SQLite, full-text search, and vector similarity with conflict resolution for AI assistants.
Smara
Sync persistent memory across your AI tools and agents using a unified MCP server.
TimeReverse
Codex forgot the last chat? TimeReverse restores verified project context locally through MCP.
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。
Cortex
an MCP server that gives your AI agent long-term memory over your github, ask it once about any public repo/private(if yours) and it never forgets.
Echo
Open-source Model Context Protocol server giving AI assistants persistent, structured, cross-session memory — five tools, plus a 3D brain dashboard with gesture and voice recall.…
Recall
Local-first structured memory for Claude Code over MCP — semantic recall of incidents, code reading, decisions, and lessons. SQLite + sqlite-vec, local embeddings, no API keys.
CortexDB
High-performance persistent memory and knowledge engine for AI coding assistants via Model Context Protocol (MCP).
A Mem MCP Server
A-MEM Agentic Memory System - MCP Server for IDE Integration (Cursor, VSCode) | Dual-Storage: ChromaDB + NetworkX DiGraph with explicit typed edges | Based on Zettelkasten
Awareness SDK
Local-first AI agent memory — one command, 13+ IDEs, works offline. Persistent memory for Claude Code, Cursor, Windsurf, OpenClaw. Zero-code interceptors for OpenAI/Anthropic. Pyt…
Wire Memory
Persistent memory plugin for AI coding agents. Captures decisions, corrections, and patterns across sessions.
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…
The Pensieve
One simply siphons the excess thoughts from one's mind, pours them into the basin, and examines them at one's leisure. It becomes easier to spot patterns and links, you understand…
Archiledger
Graph based implementation of the Model Context Protocol Memory Server
darktw/usecortex-mcp
256 encryption.
memstate-ai/memstate-mcp
Versioned, structured memory for AI agents. Stores facts as keypaths with full version history, automatic conflict detection, and O(1) token retrieval.
whynowlab/jarvis-orb
time desktop visualization orb.
ShipItAndPray/mcp-memory
based, zero dependencies.
wazionapps/nexo
Shiffrin memory model (STM/LTM/sensory register), semantic RAG, Ebbinghaus decay, trust scoring, and 76+ MCP tools.
OCD
OCD (Omni Coder Dashboard) v5.5.0 — AI memory engine with real semantic embeddings, 21 MCP tools, trace-to-evidence audit bot, Antigravity intelligence, cost visibility, smart rou…
Neuraltrace
Browser memory for AI agents. Save anything you browse. Every AI remembers it. MCP-native.
Brain Sync
🧠 Gemini CLI extension - Sync your Antigravity brain to GitHub for cross-machine portability
Mempalace Node
Implement a high-recall local memory system for Node.js using verbatim storage and pluggable vector backends without cloud dependencies.
LuizEduPP/rememb
project scope. Local JSON, zero config, no server required.
celiums/celiums-memory
protocol support (MCP, REST, OpenAI, LangChain, A2A). `npx @celiums/memory` [Website](https://celiums.io)
TokenOS
TokenOS is a memory layer for AI that reduces token usage by retrieving only the most relevant code and context.
Engram Go
Self-hosted MCP memory server — 35 tools for persistent context across AI coding sessions. Runs on Docker with PostgreSQL + pgvector + Ollama.
Janadasroor/pg-mnemosyne-mcp
agent coordination hub for AI assistants.
cachly-dev/cachly-mcp
free tier, no credit card. [Website](https://cachly.dev)
stevepridemore/graph-memory
device use across Claude Code, Desktop, web, and iOS.
LatentContext MCP
A session-scoped memory layer for LLMs, built on the Model Context Protocol. LatentContext gives AI assistants the ability to explicitly store and retrieve notes, decisions, and c…
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…
Exphub
ExpHub is an open-source MCP server that transforms AI assistants into collaborative knowledge workers. It automatically searches past experiences, captures new solutions in stru…
zzallirog/weighted-compact
enforced).
Dense Mem
Self-hosted AI agent memory server with MCP, evidence provenance, typed claims, conflict detection, embeddings, recall, PostgreSQL, and Neo4j.
Kumbukum
Open source memory infrastructure for AI and humans. Turn scattered knowledge into AI-ready context across Claude, Cursor, ChatGPT, and any MCP client.
TheGoatPsy/mneme
native, accountable memory for Claude Code and any MCP client. Markdown is the source of truth, no LLM on the Stop path, redaction before every derived store.
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…
mcasdfgf/mcp-roo-memory
based deployment with Qdrant.
grooverLab/fable
only.
leonardsellem/hypermnesic
only Obsidian companion.
Crystalline
Local-first memory for AI agents: teach knowledge as Markdown Domains, capture learnings as Engrams. One Rust binary with MCP server, CLI and hybrid search.
Streamient
Open source memory infrastructure for AI and humans. Turn scattered knowledge into AI-ready context across Claude, Cursor, ChatGPT, and any MCP client.
Aethos Memory
Universal, cross-tool persistent memory bank for AI assistants (Claude Code, Cursor, Windsurf, OpenCode, Codex) powered by FastMCP, Gemini embeddings & Supabase pgvector.
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…