Memory Store for Cursor

Turn Cursor into a context-aware development partner that remembers your codebase, decisions, and patterns across sessions.

What is Memory Store?

Memory Store transforms Cursor from a stateless AI into a persistent development partner. It remembers your business logic, architectural decisions, API contracts, infrastructure setup, and coding patterns—delivering contextually aware assistance when you need it.

Beyond Code: Helps with your entire delivery lifecycle—commits, infrastructure, CI/CD, releases, and deployments.

Installation

Quick Install (One Click)

Click the button below to automatically add Memory Store to Cursor:

Install Memory Store in Cursor

After clicking, Cursor will open and prompt you to confirm the installation.

Manual Installation

Step 1: Install MCP Extension

1. Open Cursor → Settings → Extensions
2. Search "MCP" (Model Context Protocol)
3. Click Install

Step 2: Add Memory Store Server

1. Cursor Settings → MCP Servers → Add Server
2. Use this configuration:

{
  "mcpServers": {
    "memory-store": {
      "url": "https://memory.store/mcp"
    }
  }
}

Step 3: Authenticate

1. Start a new chat: What do you know about this project?
2. Browser opens → log in at memory.store
3. Approve connection
4. Server shows as connected

Step 4: Verify

Ask: Can you check my memory store setup?

Note: No need for @memory-store tags—just talk naturally.

How to Use

Works naturally—no special commands needed.

Record

• "Remember: our API uses OAuth2"
• "Store this: we deploy via GitHub Actions"
• "Database is PostgreSQL 15 on AWS RDS"

Recall

• "What's our authentication setup?"
• "How do we handle payments?"
• "Deployment process?"

Configure Cursor Rules

For best results, add this to your Cursor Rules (Settings → Features → Rules for AI):

I use Memory Store MCP for keeping track of context. When enabled, run its Overview tool at the start of the chat to get started.

Session Start: Always run memory store overview, then recall context for current repo, task, and patterns.

Development Workflow: Before code - recall architecture, business logic, APIs, tech stack. During development - record decisions, patterns, bugs, integrations.

Core Principle: Treat memory store as active partner. Consult before decisions, update as made, reference during review.

What to Record

• Business context and domain logic
• Architecture decisions with reasoning
• API contracts and integrations
• Tech stack and infrastructure
• Setup instructions and gotchas
• Team conventions (commits, PRs, reviews)
• CI/CD pipelines and deployment

Cross-Platform Memory

Memory Store works across: Cursor, Windsurf, Claude Code, Claude.ai, ChatGPT, Raycast AI, and more.

Record in Cursor → available in Claude.ai and vice versa.

Get Help

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