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.
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
No tools detected
We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.
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.
Basic information
More Memory & Knowledge MCP servers
MemoryMesh
CheMiguel23A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models.
Zettelkasten MCP Server
entanglrA Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through Claude and other MCP-compatible clients.
Notion MCP Server
awkoyNotion MCP server for Claude, Cursor, ChatGPT & Claude Desktop. Connect AI agents to Notion via Model Context Protocol — pages, databases, blocks, comments, files.
Memory
modelcontextprotocolModel Context Protocol Servers
Ultimate Google Docs & Drive MCP Server
a-bonusThe Ultimate Google Docs, Sheets, Drive, Gmail, & Google Calendar MCP Server. This MCP (primarily for use in Claude Desktop) gains full access to your google suite and lets claude do its thing.
Comments