Memory MCP Server

MCP server for memory search. Features record memory, search memory, add knowledge. From MEO...

Local serverstdio

What is the Memory MCP server?

Most knowledge and memory work still happens through a UI a human drives. Memory MCP server moves it into the conversation instead. MCP server for memory search. Features record memory, search memory, add knowledge. From MEO...

The short version

Persistent AI memory system with semantic search, care-weighted episodes, temporal chains, knowledge base, and memory consolidation.

The tools it exposes

The server publishes 9 tools. What each one is for:

  • Well — documented API
  • Production-ready — Active maintenance
  • Pro — ** $99/mo — Full MCP suite + EU AI Act tracking
  • Enterprise — ** $499/mo — Custom dev + SLA + Dedicated support
  • Client — Install
  • Cursor — The Cursor tool exposed by this server
  • Windsurf — The Windsurf tool exposed by this server
  • Domain — Purpose
  • Tier — Price

Getting it running

The server ships on npm as @smithery/cli, so your MCP client can launch it on demand — there is no separate build step. Add the server block to your client's configuration, restart it, and the tools register themselves.

How it compares

This sits in the knowledge and memory group, where several servers overlap in what they claim to do but differ sharply once you actually set them up. Memory's toolset — Well, Production-ready, Pro and 6 more — is a fair guide to whether it matches your workflow. It is maintained by CSOAI-ORG; worth a glance at recent repository activity before you build anything load-bearing on it.

We check each listing at SyncDev against the project's documentation before it goes live — if something here drifts out of date, it is a bug worth reporting.

Things to watch

  • It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
  • With 9 tools registered it takes up a noticeable share of the context window; turn it off in projects that never touch Memory.
  • Keep per-call confirmation enabled while you learn its behaviour; it is the cheapest safeguard you have.

Available tools

ToolWhat it does
Welldocumented API
Production-readyActive maintenance
Pro** $99/mo — Full MCP suite + EU AI Act tracking
Enterprise** $499/mo — Custom dev + SLA + Dedicated support
ClientInstall
CursorThe Cursor tool exposed by this server.
WindsurfThe Windsurf tool exposed by this server.
DomainPurpose
TierPrice

How to install the Memory MCP server

{
  "mcpServers": {
    "memory-search": {
      "command": "npx",
      "args": ["-y", "@smithery/cli"]
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Example prompts to try

  • Use Memory to Well.
  • Use Memory to Production-ready.
  • Use Memory to Pro.

Frequently asked questions

It connects Memory to MCP-compatible AI assistants such as Claude and Cursor, exposing 9 tools (Well, Production-ready, Pro, and more) that the assistant can call on your behalf. Instead of copying data back and forth by hand, the assistant works with Memory directly.