on any annual plan
Govern every prompt, model and AI agent
Valid until June 30, 2026. Not combinable with the annual billing discount.
OptScale AI doesn't run your agents — we govern them. Register the agents you already built with LangChain, CrewAI, or custom code. Apply cost and time limits, detect anomalies in real time, block unauthorized MCP access, and flag insecure operations as they happen
Sound Familiar?
You've built agents with LangChain, CrewAI, or custom code. They're running in production — but nobody is watching what they actually do
An agent enters a recursive loop and burns through your monthly LLM budget in an afternoon. There are no per-agent caps on cost, tokens, or execution time, and you only find out after the invoice arrives.
Agents fall into recursive tool-call patterns, drift from baseline behavior, or burst tokens unexpectedly. By the time someone notices, damage is already done.
Your agents call any MCP server or vector store they can reach. There's no whitelist, no boundary, no way to stop an agent from touching data or systems it has no business accessing.
Large refunds at 3 AM. Production data deletions. Privilege escalation attempts. Without real-time alerting, these slip through until someone files a ticket the next morning.
Every agent is its own black box. You can't see which agents are running, what they cost, how often they fail, or how they behave compared to last week. No dashboard, no comparison, no signal.
Compliance asks: "What did the agent do, when, and why?" You don't have a clean answer. Logs are scattered across frameworks, partial, or missing the context that matters.
MCP & Vector Store Registry
OptScale AI maintains the registry of MCP servers and vector stores your agents are allowed to call. Whitelist per agent, block everything else, log every access attempt. 20+ services supported and growing monthly.
New connectors ship monthly. Enterprise customers can request priority connectors or build custom ones with the MCP Server SDK
Register & Govern
OptScale AI doesn't run your agents — we control them. Bring any agent you've built with LangChain, CrewAI, AutoGen, or custom code. Once registered, every agent operates under enforced cost limits, time limits, recursion limits, and authorized resource boundaries. Auto-stop kicks in the moment a limit is breached.
🤖 Bring any agent — LangChain, CrewAI, AutoGen, or custom code. OptScale AI registers and monitors them all
💰 Hard per-agent caps: max cost per task, max tokens, max execution time, max recursion depth — with auto-stop on breach
🔐 Whitelist authorized MCP servers and vector stores per agent. Unauthorized access attempts are blocked and logged
📄 Full audit trail of every agent action — who, what, when, why — compliance-ready and replayable
🔴🟡🟢 Agent Registry — agents.optscale.ai
● Monitored
LangChain
Production
Owner: sales-eng
$25/day · $500/mo · 60s/task · max 5 recursion depth
Salesforce
HubSpot
Slack #sales
Loops: on · Token bursts: on · Drift: on · Tool-call patterns: on
After-hours writes · Large refunds · Prod deletions · Privilege escalations
Real-time Detection
Loops, drift, unauthorized access attempts, and risky operations — detected, blocked, and logged in real time. Not after the fact, not in next week's report.
🔴🟡🟢 Live Alerts — agents.optscale.ai/alerts
5 events in last hour
Code Reviewer v3.1 · depth 12, max 5 · auto-stopped after 4.2s
BLOCKED
Support Agent v2.0 tried to call HR-Data MCP · not in whitelist
BLOCKED
Research Writer v1.8 · $26.40 / $25.00 daily cap · auto-stopped
STOPPED
Finance Agent attempted refund $4,200 · outside business hours
FLAGGED
Sales Analyst v2.4 · token usage 3.2x baseline · investigation queued
ALERTED
OptScale AI watches every registered agent continuously. Recursive loops are caught mid-execution and stopped before they burn budget. Unauthorized MCP calls are blocked at the gateway, not discovered weeks later in logs. Cost limits trigger auto-stops the moment they're breached. Risky operations — after-hours writes, large refunds, production deletions, privilege escalations — are flagged the instant they happen. Every event lands in a tamper-evident audit trail, ready for compliance and replayable for post-incident review.
Explore the Platform
Register your first agent in minutes. Start free with up to 5 seats.
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UK Office:
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