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MCP servers tagged ai-memory-system

11 live MCP servers tagged "ai-memory-system", 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-system.

11
live servers
39
avg trust
15
most stars
1

Recallium

recallium-ai

Recallium is a local, self-hosted universal AI memory system providing a persistent knowledge layer for developer tools (Copilot, Cursor, Claude Desktop). It eliminates "AI amnesi…

★ 15updated 6 months agoApache-2.0
72
2

Aictx

Repo-local continuity runtime for AI coding agents. Helps them continue from the same inspectable work state instead of starting cold. Stop onboarding your coding agents like rook…

39
3

Cognitive Core

Wisdom over data. A cognitive architecture for AI companions who remember, feel, and stay themselves. Persistent inner life for AI companions. Memory. Emotion. Identity. Drift det…

39
4

AIngram

Local-first agent memory in one SQLite file: sqlite-vec/QJL two-pass vector + FTS5 search, knowledge graph (optional auto capture,) Ed25519-signed entries, and MCP server. No clou…

39
5

Total Recall

MCP server for persistent synthetic memory -- attention-weighted recall across sessions using Ktor and Redis

37
6

Vault Echo

Your Ultimate Local AI Memory Hub 2026 – Eliminate AI Amnesia Today

34
7

Kankali Context

Context hub

34
8

Browser Server

Browser Server is a self-hosted personal-data service with a web app and browser extensions. It stores todos, bookmarks, browsing history, password-wallet entries, screenshots, an…

34
9

Voli

⚡🐻 Fast package manager for Windows - no admin, no registry mess, no install scripts

34
10

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…

34
11

Memento Context

Model Context Protocol (MCP) server that provides persistent memory capabilities for AI assistants. It allows AI models to save, retrieve, and manage scoped context across differe…

34
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