Memory MCP Server

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Local serverstdioPython

What is the Memory MCP server?

MseeP.ai Security Assessment Badge # Memory MCP Server A Model Context Protocol (MCP) server that provides. That is what the memory mcp server brings to an AI assistant: the same capability, reachable through the Model Context Protocol rather than a separate app or dashboard.

The tools it exposes

The server publishes 5 tools. What each one is for:

  • Observations — The Observations tool exposed by this server
  • Relations — The following relation types are supported: - knows: Person to person connection - contains: Parent/child relationship - uses: Entity utilizing
  • EntityResponse — The EntityResponse tool exposed by this server
  • GraphResponse — The GraphResponse tool exposed by this server
  • OperationResponse — The OperationResponse tool exposed by this server

What it needs from you

Configuration is passed through the environment: MEMORY_FILE_PATH. Treat anything key-shaped as a real credential — scope it to the minimum the server needs, and rotate it if it ever lands in a shared config.

Getting it running

Setup follows the usual MCP pattern — install or clone the server, register it in your client's configuration file, restart the client.

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 — Observations, Relations, EntityResponse and 2 more — is a fair guide to whether it matches your workflow. It is maintained by evangstav; 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We check each listing at SyncDev against the project's documentation before it goes live — if something here drifts out of date, it is a bug worth reporting.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.
  • Keep per-call confirmation enabled while you learn its behaviour; it is the cheapest safeguard you have.

Available tools

ToolWhat it does
ObservationsThe Observations tool exposed by this server.
RelationsThe following relation types are supported: - knows: Person to person connection - contains: Parent/child relationship - uses: Entity utilizing another entity - created: Authorship/creation relationship - belongs-to: Mem
EntityResponseThe EntityResponse tool exposed by this server.
GraphResponseThe GraphResponse tool exposed by this server.
OperationResponseThe OperationResponse tool exposed by this server.

Configuration

VariableDescriptionRequired
MEMORY_FILE_PATHFilesystem location the server is allowed to use.Optional

Example prompts to try

  • Use Memory to Observations.
  • Use Memory to Relations.
  • Use Memory to EntityResponse.

Frequently asked questions

Entity names must start with a lowercase letter, contain only lowercase letters, numbers, and hyphens, be unique, and have a maximum length of 100 characters.