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MCP servers tagged ai-agent-memory

11 live MCP servers tagged "ai-agent-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-agent-memory.

11
live servers
35
avg trust
13
most stars
1

Beyond Entity

beyond-entity

Persistent architecture memory for AI coding agents via MCP. Design or reverse-engineer software architecture, explore ERDs and data lineage, and keep processor transformations al…

★ 13updated 2 days agoMIT
39
2

Axme Code

Persistent memory, architectural decision enforcement, pre-execution safety hooks, and session handoff for Claude Code. MCP server plugin for AI coding agents.

39
3

Memry

cosmin-novac

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

★ 5updated 15 days ago
34
4

Novyx Vault

novyxlabs

Local-first markdown workspace with AI memory, rollback, audit trails, knowledge graph, and desktop/cloud modes.

★ 2updated 6 months ago
34
5

Dukememory

Local-first AI agent memory for coding projects: SQLite context, MCP server, Codex skill, Rust CLI, and optional embeddings.

★ 1
34
6

Episodai

lalithbuilds

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…

★ 1updated 5 days ago
34
7

Dukememory

danilkryachko

Local-first AI agent memory for coding projects: SQLite context, MCP server, Codex skill, Rust CLI, and optional embeddings.

★ 1updated 3 months ago
34
8

Novyx MCP Desktop

Desktop Extension for Novyx MCP — one-click install for Claude Desktop

34
9

Deposition

Local-only decision log for AI agent sessions -- zero API calls, deterministic decision extraction.

34
10

Agent Thinktank Stack

AI Coding Memory MCP 2026: 20 Tools for Persistent Sprint & Decision Management

34
11

Engraphy

devon-clarkk

An MCP server giving AI agents associative memory, modelled on the human mind. The name comes from engraphy, the old memory-science term for laying down an engram, the trace a mem…

updated a month ago
34
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