give-mcp-agents-structured-graph-memory-with-rushdb

name	Give MCP agents structured graph memory with RushDB
slug	give-mcp-agents-structured-graph-memory-with-rushdb
description	Connect RushDB's MCP server so agents can store, search, update, and traverse persistent structured memory without hand-building a separate vector and graph stack.
github_stars	308
verification	security_reviewed
source	https://github.com/rush-db/rushdb
author	RushDB
publisher_type	organization
category	Integrations & Connectors
framework	MCP
tool_ecosystem	{"github_repo":"rush-db/rushdb","github_stars":308,"npm_package":"@rushdb/mcp-server","npm_weekly_downloads":1903}

Give MCP agents structured graph memory with RushDB

Connect RushDB's MCP server so agents can store, search, update, and traverse persistent structured memory without hand-building a separate vector and graph stack.

Prerequisites

RushDB account or self-hosted RushDB API, RushDB API key, Node.js/npx, and an MCP-compatible client such as ChatGPT, Claude.ai, Claude Desktop, Cursor, Windsurf, VS Code, or Gemini CLI

Installation

Use the upstream install or setup path that matches your environment:

• npm install @rushdb/javascript-sdk
• pip install rushdb
• git clone https://github.com/rush-db/rushdb.git
• pnpm install

Requirements and caveats from upstream:

• Self-host — Docker + your own Neo4j instance. Jump to Self-hosting →
• python
• | Python SDK | https://docs.rushdb.com/python-sdk/introduction |

Basic usage or getting-started notes:

• Two paths depending on your setup:

• Cloud — Managed, free tier, running in 30 seconds. Get API key →

• typescript

• Source: https://github.com/rush-db/rushdb

• Extracted from upstream docs: https://raw.githubusercontent.com/rush-db/rushdb/HEAD/README.md

Documentation

• https://github.com/rush-db/rushdb/tree/main/packages/mcp-server

Source

• Agent Skill Exchange