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MCP servers tagged ai-memory-system

22 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.

22
live servers
38
avg trust
292
most stars
1

Recallium

recallium-ai

Engineering memory for coding agents: the decisions, fixes and constraints behind your code, with who recorded them, the files and the commit, recalled by every agent on the team…

★ 57updated 10 days agoApache-2.0
72
2

Kiwi Mem

LucieEveille

🥝 Self-hosted memory gateway for AI companions — OpenAI-compatible proxy with vector search, memory heat, Dream consolidation and calendar-level summaries · AI 伴侣记忆网关:向量搜索、记忆热度、Dr…

★ 292updated a month ago
52
3

kunickiaj/codemem

kunickiaj

machine sync, and project sharing. OpenCode, Claude Code, and Codex integrations add automatic capture and context injection.

★ 73updated 5 days ago
44
4

Engram

techtheist

Engram Alpha - Inspectable graph memory for AI coding assistants

★ 33updated 3 days agoMIT
39
5

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
6

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
7

Total Recall

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

37
8

Memry

cosmin-novac

European memory system for AI agents with focus on compression and weighted information

★ 5updated 15 days ago
34
9

MyMemory

georgeyang1024

A local-first memory service for humans and AI agents.

★ 2
34
10

NeuralVaultCore

getobyte

Infinite Long-Term Memory for AI Agents — MCP Server

★ 1updated 7 months ago
34
11

Neuromem Agents

Conamara21

NeuroMem is a memory middleware layer that sits between your client and an upstream model. It retrieves session-scoped memories, injects them as structured context, stores the new…

★ 1
34
12

Ewp

koliha

Store-neutral protocol for what an agent is entitled to treat as warranted. Five axes — acceptance, conflict, verification, currency, sufficiency — over a bounded evidence view. M…

★ 1updated 25 days ago
34
13

Vault Echo

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

34
14

Kankali Context

Context hub

34
15

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
16

Voli

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

34
17

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
18

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
19

Claude Company Brain

benjaminlevaillant-OnceUPapaTime

A practical architecture for building persistent memory for Claude AI — Journal (short-term), Company Brain (long-term), governance framework. Based on Notion + MCP + Git

34
20

Mempalace MCP

thehaseebahmed

An HTTP MCP gateway that wraps the mempalace CLI, providing per-user memory palaces over a stateful HTTP API.

updated 6 months ago
34
21

Total Recall

Mimis-Gildi

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

updated 7 days ago
34
22

Thoughtline

AgusLoza2021

No description published.

★ 4updated 5 months ago
30
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