The real catalog of tools for AI agents

Block an action a signed mandate does not permit: amount, payee, audience, currency, window, intent.

Deterministic runtime enforcement of step order for AI agents: ALLOW/DENY before a step runs.

Test whether AI agents retain critical instructions as conversations grow.

Governance and agentic-commerce policy tools for AI agents: spend, purchase and charter controls.

Synthetic checks, nightly regression replay and model-drift alerts for AI agents

Multi-sensory AI experiences with time-locked progression and structured sensory data

Signed drift reports for the ai-agents-for-beginners course. Free summary; $0.25 full report.

Deterministic payment policy guardrail for AI agents - budgets, allowlists, signed mandates.

Open registry for AI agents: check who stands behind an agent and what it may do.

Credential broker for AI agents: scoped, revocable API access with policy enforcement and audit.

Check an agent action against its operator's mandate before acting: permit, deny or escalate.

Agent payments, API key vaulting, and governed mandates. Agents spend within user-defined limits.

Identity and authorization in one system: allow, deny, the reason, and a record.

MCP enforcement layer that intercepts AI agent actions and blocks rule violations before execution.

Concierge MCP for agentic workflows: verified time + drift, uuid, diff, calc, attest, verify.

Behavioral drift context (Behavioral Load Map, hot paths, release brief) for coding agents, per PR.

Policy-aware web access preflight: robots, licensing, payment and advertised routes for agents.

DriftOracle - 15 tools for model/data drift monitoring: PSI, KS-test, alerts, evidence packs.

Monitor MCP servers, API contracts and AI outputs for schema drift. Alerts on breaking changes.

Design spec + milestones AI coding agents read before building; drift flagged, changes reviewed.