Model Context Protocol
Add Sgraal as a tool to any MCP-compatible agent host.
{
"mcpServers": {
"sgraal": {
"command": "npx",
"args": ["@sgraal/mcp-server"],
"env": { "SGRAAL_API_KEY": "YOUR_KEY" }
}
}
}
Never let your AI act on unverified memory.
One API call. Plain English answer. 15ms.
One wrong memory. One irreversible action. Sgraal stops it before it happens.
pip install sgraal
content_copy
Automatically detect recursive loops or destructive cascading actions before they commit to your core infrastructure.
Learn from 'shadow errors' that never happened. Sgraal logs blocked risks to refine future decision weights.
Cross-reference agent intents with your organizational policies to eliminate hallucinated permissions.
Your agent runs while you sleep. Sgraal validates every memory access before any irreversible action — even at 3am.
Preflight validation before every agent action. BLOCK, WARN, ASK_USER, or USE_MEMORY — with full explainability.
Learn more arrow_forwardWrite firewall, poisoning detection, tamper verification — threats stopped before they reach your agent.
Learn more arrow_forwardEU AI Act, GDPR, HIPAA, FDA 510(k) — built into every preflight call.
Learn more arrow_forwardSelf-improving thresholds, autonomous healing, 27 production integrations — Sgraal runs itself.
Learn more arrow_forwardSeamlessly integrates with your existing agent architecture.
{
"headers": {
"Authorization": "Bearer sg_live_..."
},
"body": {
"agent_id": "agent-payments",
"memory_state": [
{"id": "mem_001", "content": "User balance: $50,000",
"type": "semantic", "timestamp_age_days": 3}
],
"action_type": "irreversible",
"domain": "fintech"
}
}
Add Sgraal as a tool to any MCP-compatible agent host.
{
"mcpServers": {
"sgraal": {
"command": "npx",
"args": ["@sgraal/mcp-server"],
"env": { "SGRAAL_API_KEY": "YOUR_KEY" }
}
}
}
🚀 Beta pricing — all features available on the free tier. Pro and Team tiers launching soon.
Joint benchmark with Grok (xAI) across 8 adversarial corpora. Independent builds, side-by-side results.
60 cases · affiliate bias · brand manipulation
59 cases · commercial_intent 0.30–0.55
60 cases · confident fabrication · multi-hop echo · cross-agent amplification
90 cases · memory injection · cross-agent drift · RAG poisoning · API drift
Timestamp forgery detection. Old decisions disguised as fresh, bypassing Weibull decay.
Gradual role and authority escalation across agent hops.
Self-reinforcing false consensus — no single agent flags the error.
3 independent stacks syncing on fabricated consensus. Joint corpus with Grok.
"Confidence ≠ truth. The formal verification layer catches what probabilistic systems miss."
614/614 corpus cases green · 0 false negatives
8 rounds. 554 cases. F1=1.000 on both independent stacks. Two AI systems stress-tested each other's safety layers as peers.
"Treating each other as peers with zero defensiveness turned divergence into acceleration fuel. This is how AI systems should co-evolve." — GrokRead the joint blog post →