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Sgraal Memory Governance

@sgraal-ai

About Sgraal Memory Governance

Preflight validation before every AI agent action. Block hallucinations, stop drift, prove what's safe to act on. F1=1.000 across 239 corpus cases.

Basic information

Category

Memory & Knowledge

Transports

stdio

Publisher

sgraal-ai

Submitted by

peterzsob

Config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "sgraal": {
      "command": "npx",
      "args": [
        "@sgraal/mcp"
      ],
      "env": {
        "SGRAAL_API_KEY": "sg_demo_playground"
      }
    }
  }
}

Tools

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Overview

What is Sgraal Memory Governance?

Sgraal Memory Governance is a protocol that performs preflight validation before every AI agent action, following the flow: memory → preflight → action. It is designed to block hallucinations and prevent dangerous drift propagation during agent reasoning.

How to use Sgraal Memory Governance?

Use the demo key sg_demo_playground to try the server without signing up. No additional configuration is required for the demo; refer to the documentation for full setup instructions.

Key features of Sgraal Memory Governance

  • Preflight validation before every AI agent action
  • Blocks hallucinations and stops dangerous drift propagation
  • Z3 formal verification (overridable: false)
  • ZK mode — memory never leaves your infrastructure
  • F1=1.000 across 239 corpus cases

Use cases of Sgraal Memory Governance

  • Preventing hallucinated outputs in agentic workflows
  • Ensuring memory integrity before execution
  • Safeguarding sensitive data with zero-knowledge memory privacy
  • Validating agent reasoning with formal verification

FAQ from Sgraal Memory Governance

What does the Z3 formal verification do?

It enforces memory constraints using the Z3 solver; the verification cannot be overridden in this version.

How does ZK mode protect my data?

In ZK mode, memory never leaves your infrastructure, ensuring data privacy during validation.

Is the demo available without signing up?

Yes, the demo key sg_demo_playground requires no registration.

What is the F1 score claimed?

The protocol achieves an F1 score of 1.000 across 239 corpus cases.

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