MemoryStack is an AI memory system that provides persistent memory for intelligent agents. It enables AI agents to remember context, learn from interactions, and build knowledge graphs over time.

How does MemoryStack integrate with AI frameworks?

MemoryStack seamlessly integrates with popular AI frameworks including OpenAI, LangChain, CrewAI, LlamaIndex, LangGraph, and more through our Python and Node.js SDKs.

What are the key features of MemoryStack?

Key features include persistent memory storage, adaptive memory consolidation, knowledge graph visualization, semantic search, multi-agent support, RAG integration, and comprehensive API access.

Model Context Protocol Integration

Give your AI applications persistent, adaptive memory through a standardized protocol. Works with Claude Desktop, Cursor, Kiro, Cline, Windsurf, and any MCP-compatible client.

Production Ready14 Powerful ToolsAdaptive Learning

What is Model Context Protocol?

Model Context Protocol (MCP) is an open standard that enables AI applications to securely connect to external data sources and tools. Think of it as a universal adapter that lets any AI assistant access your systems through a standardized interface.

Without MCP

AI applications are isolated, with no memory between sessions. Every conversation starts from scratch.

With MemoryStack MCP

AI remembers context, learns patterns, and provides personalized responses across all sessions and applications.

Quick Start

Connect directly to our hosted MCP server using mcp-remote. Always up-to-date, no local package needed.

Get your API key from Dashboard → API Keys

Add to your config file: ~/Library/Application Support/Claude/claude_desktop_config.json

JSON

{
  "mcpServers": {
    "memorystack": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://memorystack.app/api/mcp",
        "--header",
        "Authorization: Bearer YOUR_API_KEY"
      ]
    }
  }
}

Replace YOUR_API_KEY with your actual key, then restart Claude Desktop.

Test Your Integration

After restarting your AI client, try these prompts:

Create a memory:

"Remember that I prefer working in the morning"

Search memories:

"What do you know about my work preferences?"

Discover patterns:

"Analyze patterns in my memories"

Available MCP Tools

Core Memory Operations

create_memory

Store new memories with automatic fact extraction

search_memories

Hybrid semantic + keyword search

update_memory

Modify existing memories

delete_memory

Remove memories (soft or hard delete)

list_memories

Browse memories with pagination

get_memory

Retrieve a specific memory by ID

Advanced Intelligence

reflect_on_memories

Discover patterns and generate insights

consolidate_memories

Merge similar memories automatically

Analytics & Management

get_memory_stats

Usage statistics and system health

export_memories

Export to JSON or CSV

import_memories

Bulk import from backup

Security & Privacy

End-to-End Encryption

All data encrypted in transit and at rest using AES-256

API Key Scoping

Keys are scoped to projects with granular permissions

GDPR Compliant

Soft delete support for data recovery and compliance

Ready to Get Started?

Give your AI applications the memory they deserve. Set up takes less than 2 minutes.

Get Your API Key View Quick Start Guide