Sgraal Memory Governance

@sgraal-ai

About Sgraal Memory Governance

Deterministic pre-action verdict gate for agent memory — USE/WARN/ASK/BLOCK before an agent acts on a stored memory. Governs your existing store, doesn't replace it.

#memory #governance #ai-agents #security #preflight #agent-memory #llm-security

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

Check if AI agent memory is reliable enough to act on. Call this BEFORE making any decision based on stored memory. Returns USE_MEMORY (safe), WARN (proceed with caution), or BLOCK (do not proceed).

Overview

What is Sgraal Memory Governance?

Sgraal Memory Governance is a deterministic preflight gate for AI-agent memory. Before an agent acts on a stored memory, it returns a USE / WARN / ASK / BLOCK verdict, catching poisoned or stale memory at the read boundary. It is non-LLM and deterministic: identical input yields identical verdict. It governs whatever memory store you already use, not another store.

How to use Sgraal Memory Governance?

A demo key is provided: sg_demo_playground — no signup needed. The README does not specify further install, configure, or invoke steps.

Key features of Sgraal Memory Governance

Pre-action verdict on every memory read: USE / WARN / ASK / BLOCK
Blocks unsafe memory before an agent acts on it
Four deterministic detection layers: timestamp, identity, consensus, provenance
Multi‑tenant containment limits poisoned memory propagation
Tested against an internal adversarial corpus of 1,190+ cases

Use cases of Sgraal Memory Governance

Preventing an agent from acting on poisoned or stale memories
Adding a deterministic safety gate to any existing memory store
Containing the spread of compromised memories across tenants
Enforcing memory provenance and identity checks in multi‑agent systems

FAQ from Sgraal Memory Governance

What verdicts does Sgraal Memory Governance return?

It returns one of four deterministic verdicts: USE, WARN, ASK, or BLOCK.

Does it replace my existing memory store?

No. It governs whatever memory store you already use; it is not another store.

Is Sgraal Memory Governance LLM‑based?

No, it is deterministic and non‑LLM; identical input yields identical verdict.

How was it tested?

Tested against an internal adversarial corpus of over 1,190 cases; independent third‑party evaluation is in progress.

How can I try it?

Use the demo key sg_demo_playground — no signup required.

Frequently asked questions

What verdicts does Sgraal Memory Governance return?

It returns one of four deterministic verdicts: USE, WARN, ASK, or BLOCK.

Does it replace my existing memory store?

No. It governs whatever memory store you already use; it is not another store.

Is Sgraal Memory Governance LLM‑based?

No, it is deterministic and non‑LLM; identical input yields identical verdict.

How was it tested?

Tested against an internal adversarial corpus of over 1,190 cases; independent third‑party evaluation is in progress.

How can I try it?

Use the demo key `sg_demo_playground` — no signup required.

Comments

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