Memory-Plus

Memory-Plus is an MCP server by Yuchen20. 🧠 𝑴𝒆𝒎𝒐𝒓𝒚-𝑷𝒍𝒖𝒔 is a lightweight, local RAG memory store for MCP agents. Easily record, retrieve, update, delete, and visualize persistent "memories" across sessions—perfect for developers working with multiple AI coders (like Windsurf, Cursor, or Copilot) or anyone who wants their AI to ac. It has 56 GitHub stars and ranks #522 of 1287 in Memory & Knowledge by stars.

Category: Memory & Knowledge
Author: Yuchen20
GitHub stars: 56
This week: Tracking since 18 Oct 2026
Language: Python
License: Apache-2.0 (open source)
Last update: 2025-05-25 (17 months ago)
Links: Source Website

agent
hackathon
mcp
mcp-server
memory
memory-store
model-context-protocol

How to install Memory-Plus

Install steps differ per project, so follow the README in the Memory-Plus repository. Most MCP servers start with a single command (npx -y <package>, uvx <package> or a Docker image) that you add to your client's config. The install guide shows where that goes in Claude Code, Claude Desktop, Cursor and VS Code.

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Frequently asked questions

What is Memory-Plus?

Memory-Plus is an MCP server by Yuchen20 in the Memory & Knowledge category. 🧠 𝑴𝒆𝒎𝒐𝒓𝒚-𝑷𝒍𝒖𝒔 is a lightweight, local RAG memory store for MCP agents. Easily record, retrieve, update, delete, and visualize persistent "memories" across sessions—perfect for developers working with multiple AI coders (like Windsurf, Cursor, or... It has 56 GitHub stars and ranks #522 of 1287 in Memory & Knowledge by stars.

Is Memory-Plus free and open source?

Yes. Memory-Plus is published under the Apache-2.0 license, so you can run, modify and self-host it at no cost. If it connects to a paid service, that service's own pricing and API terms still apply. Check the repository for the exact license text before using it commercially.

What are the alternatives to Memory-Plus?

Other Memory & Knowledge projects on MCP Harbor include open-webui, graphify, claude-mem. Each alternative links to its own page with stars, license and recent activity. The Memory & Knowledge category ranks all 1287 by stars, and you can re-sort it by growth this week.

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Data last updated 25 October 2026. Stars and downloads are refreshed every day from GitHub and npm.