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Memory Graph

Persistent AI memory storage with graph-based retrieval, semantic search, and conversation history management for multi-turn AI interactions.

Free Tier AI & ML LVP · $9/mo

No credit card required

6Features
4Use Cases
1KAPI Calls/mo
✓ 14-day free trial | Used by 340+ organisations | 30-day money-back guarantee
36+MCP Servers
2,274Active Members
ISO 27001Aligned
CSOAIStandards
99.9%Uptime SLA

Without Memory Graph

Organisations face mounting challenges in ai & ml operations without purpose-built MCP tooling:

  • Manual processes consume hundreds of hours per quarter
  • Fragmented tools create security blind spots and compliance gaps
  • Scaling operations means hiring more staff, not smarter systems
  • Audit readiness takes weeks of manual documentation
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With Memory Graph

Deploy AI-powered ai & ml capabilities that transform how your team operates:

  • Automate workflows and reduce manual effort by up to 80%
  • Unified MCP protocol ensures consistent, auditable operations
  • Scale instantly without additional headcount
  • Continuous compliance monitoring with real-time reporting

Powerful Features Built for AI & ML

Everything you need to deploy, manage, and scale Memory Graph across your organisation.

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Persistent vector-based memory storage

Persistent vector-based memory storage

Graph database for relationship mapping

Graph database for relationship mapping

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Semantic search and similarity matching

Semantic search and similarity matching

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Conversation history with context windows

Conversation history with context windows

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Memory consolidation and pruning

Memory consolidation and pruning

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Multi-session persistence and retrieval

Multi-session persistence and retrieval

80%
Less Manual Work
<15m
Setup Time
99.9%
Uptime SLA
36+
MCP Servers

Real-World Use Cases

See how teams are using Memory Graph to transform their ai & ml operations.

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Long-term AI conversation memory

Long-term AI conversation memory

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Knowledge graph construction

Knowledge graph construction

3

User preference and behavior tracking

User preference and behavior tracking

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Context-aware response generation

Context-aware response generation

Up and Running in 3 Steps

From sign-up to production in under 15 minutes.

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Create Your Account

Sign up free — no credit card required. Instant access to the MCP platform.

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Install & Configure

Use our Python SDK or REST API. Copy-paste the quick start code below and configure your API key and parameters.

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Deploy & Scale

Run your first MCP operations in production. Monitor via the CSGA dashboard and scale as your needs grow.

Technical Specifications

Protocol
MCP v1.0 (Model Context Protocol)
Authentication
API Key / OAuth2 / SSO
Rate Limits
100 requests/min
Platforms
Linux, macOS, Windows, Docker
Languages
Python, JavaScript, Go, REST API
Compliance
ISO 27001 · CSOAI · GDPR
Encryption
TLS 1.3 / AES-256 at rest
Uptime SLA
Community Best Effort

Quick Start Integration

Copy, paste, and run. Get your first response in under a minute.

import mcp_client # Initialize the Memory Graph client client = mcp_client.Client( server_id="memory-graph", api_key="YOUR_API_KEY" ) # Connect and execute connection = client.connect() result = connection.execute({ "operation": "query", "params": {"query": "example"} }) print(result)

Full SDK documentation available for Python, Node.js, and Go

Frequently Asked Questions

Everything you need to know about Memory Graph.

What is Memory Graph?
Persistent AI memory storage with graph-based retrieval, semantic search, and conversation history management for multi-turn AI interactions. It is part of the CSGA MCP ecosystem designed to bring AI governance and cybersecurity capabilities to organisations of all sizes.
What plan do I need for Memory Graph?
Memory Graph is available in the Free plan. It's completely free with no credit card required.
How quickly can I integrate Memory Graph?
Most teams are up and running within 15 minutes using our Python SDK or REST API. Our quick start guide below provides copy-paste code examples. Enterprise customers receive white-glove onboarding support.
Is Memory Graph compliant with industry standards?
Yes. All CSGA MCPs are built to CSOAI standards and are ISO 27001:2022 aligned. Enterprise tier includes CA-30 / DSRB compliance certification.
Can I try Memory Graph before committing?
Absolutely — it's free forever with generous rate limits. Sign up and start using it immediately.
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Free Training Course

Master Memory Graph with our comprehensive MOOC — self-paced, hands-on, and completely free.

AI Memory Systems & Knowledge Graphs

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Get Memory Graph

Choose the plan that fits your needs — from individual MCP access to full platform membership.

LVP · This MCP

Individual MCP

$9/mo
or $87/yr · 1,000 API credits/mo
  • Full Memory Graph access
  • 1,000 API credits/month
  • 24/7 priority support
  • 14-day free trial
Buy This MCP — $9/mo
Best Value

Professional Membership

$199/mo
All MCPs · 10,000 API credits/mo
  • Memory Graph included
  • Access to all 67 MCPs
  • 10,000 API credits/month
  • Priority support
Get Professional Plan
Full Access

Enterprise Membership

$499/mo
All 67 MCPs · Unlimited API credits
  • Access to all 67 MCPs
  • Unlimited API credits
  • 24/7 dedicated support
  • Unlimited team members
View Enterprise Plan →

All plans include Smithery deployment · Compare all plans →

Ready to Deploy Memory Graph?

Free Forever · No credit card required

Get Started Free
ISO 27001 Aligned
CSOAI Certified
2,274+ Members

📖 Memory Graph — In-Depth Blog Post