📡 MCP Radar

MCP servers for memory

31 Model Context Protocol servers tagged memory, ranked by stars. Updated daily. Browse all servers →

Kerneta/daidocs

Open plain-text file format for AI memory. Your assistant's long-term memory as .dai files on your disk: readable by Claude, GPT, Gemini, Cursor, local models and grep (all LLM models work). MCP serve

⭐ 29JavaScript
cmoraes10/loci

Typed long-term memory for AI agents. One core, an MCP server, and a Hermes plugin.

⭐ 27Python
asimons81/nexusos

Files you own. Memory your agents can trust. Also: your AI won't gaslight you about what's in your own notes anymore.

⭐ 15Python
Koragraph/KoragraphMCP

The memory layer that gets better as you use it. What broke, why, what depended on what, even the "push this to Wednesday" kind of thing that never makes it into any doc. No one has to write it down.

⭐ 13JavaScript
shinegang/baron

Baron Munchausen — local memory for coding agents that outlives the chat, with a verdict on every answer. Public alpha.

⭐ 13Python
max-ramas/rms-memory-mcp

Persistent, local, cross-IDE memory for AI agents — markdown source of truth, LanceDB-powered semantic search, zero cloud dependency

⭐ 11Rust
richarvey/OmniMem

Self-hosted semantic memory for AI Agents. Persistent sessions, experience scoring, and a graveyard for dead ends, backed by knowledge acquired from the RSS you read and stored in a Valkey vector sear

⭐ 9Python
slxca/opencontext

A Model Context Protocol server for persistent project-specific AI agent context.

⭐ 9TypeScript
Evermemoai/evermemo

A tiny, universal memory engine for humans and AI agents — CLI, HTTP API, MCP server, and shared memory hub in one small Go binary

⭐ 8Go
a-finance-bro/wend-core

The provenance-first personal graph engine behind Wend. A typed graph of people, organizations and events where every fact carries a source, every AI write is a human-confirmed proposal, and any MCP-c

⭐ 8TypeScript
pinganbbOvO/ai-companion-kit

给你的 AI 一副身体,和一点人味 —— 会记事、会看场合的 QQ 陪聊 + 能控制安卓手机的 MCP

⭐ 7JavaScript
menot-you/n-memory

Memory your agent can trust — every answer carries its source; when it doesn't know, it says so. Hermetic, local, MCP.

⭐ 5Rust
2672243194/agentbrain

Local-first long-term memory for AI agents - plain Markdown vault + thin MCP server. CJK-aware BM25, token-efficient by design.

⭐ 5Python
JMacCyber/jmac-memory-os

Connect your models and chats together with one central git memory. Plain Markdown facts in a git repo you own — Claude Code, ChatGPT, Cursor, Codex and anything that uses APIs, Integrations or MCPs r

⭐ 5Python
bestnite/engram

Self-hosted, multi-user spaced-repetition (SRS) service: FSRS v6 scheduling, 10 card types, Markdown/TeX, REST API and built-in MCP server. Written in Go.

⭐ 5Go
Pseudogiant-xr/Pseudolife-MCP

Persistent long-term memory for Claude — an MCP server with an associative memory bank, a canonical-fact cortex, sleep-like dream consolidation, and a web console. Not quite alive.

⭐ 4Python
holetexvn/memgw

Shared long-term memory for AI coding agents — one local store for Claude Code, Codex CLI, opencode and anything that speaks MCP. SQLite + FTS5, no vector DB, $1-3/month.

⭐ 4JavaScript
MuhittinYilmazer/akana

Self-hosted, local-first AI assistant server: swappable LLM providers, review-gated memory, an encrypted vault, and wake-word voice. No accounts, no telemetry.

⭐ 3Python
mienetic/mnema

🧠 Mnema — Long-term memory for AI via MCP × Vector DB. Pluggable backends, hybrid search, Auto Dream consolidation, CLI + REST API + SDK.

⭐ 3Python
rocky007cn/ace-memory

Give every AI tool persistent memory. Free. Local. Self-improving. Zero cloud, zero API keys, 1 dependency.

⭐ 3Python
MaxFreedomPollard/engRAM

Automatic one-click install. Encrypted, fully offline vector memory for AI agents; takes over built-in agentic memory.

⭐ 3Python
KB-perByte/hiveshare

Collaborative AI memory for engineering teams - share context across Claude Code, Cursor, and teammates

⭐ 3Go
gdbarros94/mcpalace

O Palácio da Memória para Inteligência Artificial

⭐ 3Lua
sf-shenfeng/learn-shell

An agent-native teaching OS — a classroom that remembers, for you and your AI. MCP server + self-hosted web app.

⭐ 3TypeScript
JoaquimLegal/mnemo

Give your AI agents a git repo as a brain. Local-first persistent memory for OpenCode, Claude Code, Cursor & Codex — MCP server + auto-capture plugin. Auditable, branchable, zero-dep.

⭐ 3TypeScript
tinhien11/remem-mcp

Long-term memory MCP server for AI coding agents. SQLite + FTS5 + vector search, CodeGraph, error learning, compaction survival. Beats Mem0 on benchmarks. No cloud, no API key.

⭐ 3TypeScript
17861102832/wanyimem

为了服务于大众

⭐ 3Python
flytomoon/al-buddy-memory

Portable, governed, model-agnostic memory for AI agents: facts invalidated never deleted, raw text as truth, one documented export format.

⭐ 3TypeScript
osaxyz/sepiace

Long-term memory for coding agents. The sepiace plugin for Claude Code and Codex.

⭐ 3TypeScript
leluong141996-dev/Agent-Brain-Hub

Shared, brain-inspired memory for AI agents: 13 brain regions with awake/sleep loops, a live visualizer, agents connected via REST/SDK/MCP, governance & audit, and business-value metrics. Works with C

⭐ 3JavaScript
zamansheikh/memory-lean

A token-lean MCP memory server for AI coding agents: a knowledge graph your agent can search without reading the whole thing. Drop-in replacement for the reference memory server.

⭐ 3JavaScript

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