Policy Enforcement Python Packages

agent-hooks-sdk

Framework-neutral control contract for AI agents: eight interception points, three verdicts, and a conformance kit.

policy

A Policy library provides support for RBAC policy enforcement.

assay-it

Open evidence profile for MCP tool actions. Enforce configured tool-call policies and record decisions and observations in offline-verifiable bundles. Optional Linux kernel controls. No hosted backend required.

mcp-hangar

MCP policy enforcement plane — deterministic policy on every Model Context Protocol call: identity, RFC 8707 audience binding, tool schema digest pinning, full audit trail. Python, self-hosted, MIT.

aegis-devops

Aegis: provenance-backed, authority-aware policy verifier that blocks context-poisoned and drifted AI agent actions (kubectl/terraform) before they hit infrastructure

asqav

Python and TypeScript SDKs for verifiable evidence of AI agent actions. Signed receipts, policy enforcement, audit trails. Works with LangChain, CrewAI, MCP.

emilia-verify

Authority control plane for autonomous work. EMILIA Gate enforces finite customer-owned mandates at protected executor boundaries; the open protocol keeps evidence verifiable.

varden

Runtime security, governance and policy enforcement for AI agents

release-gate

🚪 Governance gate for AI agents. Enforce policies before deployment: request contracts, operational safeguards, identity boundaries, action budgets. CLI tool with YAML config, JSON/text output, CI/CD integration.

execlave-sdk

Official Python SDK for Execlave — the AI Agent Management Platform (AMP). Tracing, runtime policy enforcement, and compliance audit trails for AI agents.

interai-risk-oracle

Independent pre-execution decision layer for consequential agent actions. Policy-bound decisions with durable trust receipts.

comply54

African AI governance — runtime compliance enforcement for AI agents operating under NDPA, CBN, NIMC Act 2026, KDPA, POPIA and 15+ African regulations. LangGraph, CrewAI, and AutoGen adapters included.

agent-gorgon

Runtime policy guard for AI agent processes: watches process, file, and network activity from user space, applies deterministic policy, and attempts SIGSTOP or SIGKILL on reviewed triggers — no SDK required, works against any PID. Audit-only mode rehearses policy first; every decision logged as evidence.

regulated-ai-governance

Policy enforcement for AI agents in regulated environments (FERPA, HIPAA, GLBA, GDPR): framework adapters for CrewAI, AutoGen, LangChain, Semantic Kernel, Haystack

langchain-emilia

Authority control plane for autonomous work. EMILIA Gate enforces finite customer-owned mandates at protected executor boundaries; the open protocol keeps evidence verifiable.

toolgovern-cli

Runtime governance for AI agent tool calls: gates shell, filesystem, network, and credential access before execution.

emilia-protocol

Authority control plane for autonomous work. EMILIA Gate enforces finite customer-owned mandates at protected executor boundaries; the open protocol keeps evidence verifiable.

arbiter-client

Arbiter: A capability firewall between AI agents and services

dbl-gateway

Reference implementation of the DBL execution boundary. Deterministic event chain separating intent, policy, and execution.

ep-verify

Authority control plane for autonomous work. EMILIA Gate enforces finite customer-owned mandates at protected executor boundaries; the open protocol keeps evidence verifiable.

emilia-crewai

Authority control plane for autonomous work. EMILIA Gate enforces finite customer-owned mandates at protected executor boundaries; the open protocol keeps evidence verifiable.

drako

AI agent security and governance platform for the full lifecycle. Scan before you ship. Govern and block at runtime. No Azure required.

rbek

Governed execution for AI agents, workflows and software.

ai-agent-governance

[DEPRECATED] Moved to microsoft/agent-governance-toolkit