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.
Basic information
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 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.
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