AI agent infrastructure is moving very quickly.
MCP, tool calling, agent frameworks, and workflow systems are making it much easier for agents to connect to external capabilities.
That is useful, but it creates a second problem.
Once an agent can touch wallets, APIs, databases, files, emails, browser actions, or production systems, the key question is no longer only whether the agent can use a tool.
The question becomes:
Should this agent be allowed to execute this specific action right now?
That means checking things like:
- authorization
- evidence
- policy
- risk
- scope
- amount
- recipient
- receipts after execution
- audit trails
I am building Leviathan Matrix around this problem.
Our framing is:
MCP connects agents to tools.
Leviathan controls when agents are allowed to execute.
We have a product testnet with early Agent Audit Cases:
https://console.leviathanmatrix.com/console
I am looking for feedback from builders working on agents with real permissions. If this is relevant, I can send an API key for testing.