pip install tollgate-gateway && python -m tollgate demo-web
โ open http://127.0.0.1:8765 ยท approve the $4,200 transfer in your browser ยท no API key needed
Denial reasons flow back to the model so it can adapt. Anything not explicitly allowed is denied.
One invariant is enforced by fuzzing: actual executions โก audited executions. Policy hot-reloads land in the hash chain themselves โ changes to the law are auditable too.
Ships as an MCP server (stdio JSON-RPC 2.0, zero deps). Point Claude Desktop, Cursor or your own agent at it and every tool call is governed โ callers write no security code.