# 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.

- Skill: `agentskillexchange/give-mcp-agents-structured-graph-memory-with-rushdb` (Agent Skill)
- Install (CLI): `npx skillmds@latest add agentskillexchange/give-mcp-agents-structured-graph-memory-with-rushdb`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentskillexchange/give-mcp-agents-structured-graph-memory-with-rushdb/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: agentskillexchange (https://skillmd.com/u/agentskillexchange)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/agentskillexchange/give-mcp-agents-structured-graph-memory-with-rushdb

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# 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 →](#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 →](https://app.rushdb.com)
- 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](https://agentskillexchange.com/skills/give-mcp-agents-structured-graph-memory-with-rushdb/)