Memory Plus MCP Server

A lightweight, local Retrieval-Augmented Generation (RAG) memory store for MCP agents. Memory-Plus lets your agent record, retrieve, update, and

Local serverstdioGo

What is the Memory Plus MCP Server?

Memory Plus becomes available to MCP clients through the memory plus mcp server. A lightweight, local Retrieval-Augmented Generation (RAG) memory store for MCP agents. Memory-Plus lets your agent record, retrieve, update, and visualize persistent "memories"—notes, ideas, and session context—across runs.

What Memory Plus does

A lightweight, local Retrieval-Augmented Generation (RAG) memory store for MCP agents. Memory-Plus lets your agent record, retrieve, update, and visualize persistent "memories"—notes, ideas, and session context—across runs.

Key capabilities

  • Record Memories — :Save user data, ideas, and important context
  • Retrieve Memories — :Search by keywords or topics over past entries
  • Recent Memories — :Fetch the last N items quickly
  • Update Memories — :Append or modify existing entries seamlessly
  • Visualize Memories — :Interactive graph clusters revealing relationships
  • File Import — (since v0.1.2):Ingest documents directly into memory
  • Delete Memories — (since v0.1.2):Remove unwanted entries
  • Memory for Memories — (since v0.1.4):Now we use resources to teach your AI exactly when (and when not) to recall past interactions

Practical notes

  • Maintained by Yuchen20, written in Go.

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Configuration

VariableDescriptionRequired
GOOGLE_API_KEYCredential the server authenticates with.Yes

Example prompts to try

  • “Use Memory Plus to Memory.”

Frequently asked questions

A lightweight, local Retrieval-Augmented Generation (RAG) memory store for MCP agents. Memory-Plus lets your agent record, retrieve, update, and visualize Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.