Ai Governance Python Packages

mlflow-skinny

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

mlflow

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

mlflow-tracing

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

ai-rulez

Complete AI development workflow for 19+ tools. Builtin rules, agents, and conventions out of the box. Generate native configs for Claude, Cursor, Copilot, Windsurf, Gemini, Codex and more.

sentinel-kernel

Agility infrastructure for regulated AI. Trace, Policy, Evidence under EU jurisdiction. Apache 2.0, on-premise capable.

asqav

Python SDK for AI agent governance - audit trails, policy enforcement, quantum-safe signatures. Works with LangChain, CrewAI, MCP.

regulated-ai-governance

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

axonflow

Official Python SDK for AxonFlow — runtime control, MCP policy enforcement, approvals, and audit trails for production AI

eu-ai-act-scanner

MCP EU AI Act Compliance Scanner - Open source tool to detect EU AI Act violations in codebases

swt3-ai

Cryptographic witness anchors for AI compliance - EU AI Act, NIST AI RMF, SR 11-7

sovigl

SOVIGL — AI agent payment governance SDK. Returns approved, pending, or blocked.

leashd

Safety-first agentic coding framework. Three-layer safety pipeline (sandbox, YAML policies, human-in-the-loop approval) for AI coding agents. Pluggable runtimes (Claude Code, Codex), autonomous task orchestrator, full audit trail.

air-blackbox

EU AI Act compliance scanner — 39 checks, 7 framework trust layers. pip install air-blackbox

actra

Actra - control what runs before it runs, controls what actions are allowed before they execute. Evaluate policies across APIs, workflows and AI agents in real time.

ragcompliance

Audit trail middleware for RAG pipelines in regulated industries. Drop-in LangChain and LlamaIndex callback handler with SHA-256 chain signatures, Supabase row-level security, and SOC 2 evidence export. MIT licensed.

constitutional-agent

WHY-layer constitutional governance for autonomous AI agents

hummbl-governance

Governance runtime for AI agent orchestration — kill switch, circuit breaker, cost governor, delegation tokens, audit log, identity registry, schema validator. Zero dependencies. 583 tests.

eu-ai-act-compliance-kit

Automated EU AI Act (2024/1689) compliance checker: classify risk, check obligations, generate audit-ready reports and dashboards.

arifos

ArifOS — Constitutional MCP kernel for governed AI execution. AAA architecture: Architect · Auditor · Agent. Built for the open-source agentic era.

eu-ai-act-compliance-mcp

EU AI Act compliance for AI agents. Instant risk scan, deadline tracker, 42-point audit, documentation generator, penalty calculator. Zero-config free tier. Built by MEOK AI Labs.

agent-aegis

LLM guardrails & prompt injection detection for Python. Auto-instruments LangChain, CrewAI, OpenAI, LiteLLM + 8 more frameworks. PII masking, toxicity detection, policy CI/CD. One line, zero code changes.

anchor-audit

The surveillance and enforcement layer for AI. Audits code against a cryptographically sealed rule set and maps every violation to the exact statute it breaches. 43 domain rules · 170 regulatory mappings · RBI · EU AI Act · SEBI · CFPB · FCA · SEC · FINOS · OWASP · NIST

ai-bom-mcp

AI Bill of Materials (AI-BOM) generator + auditor MCP — CycloneDX ML-BOM, SPDX 3.0 AI profile, EU AI Act Annex IV mapping, NIST AI RMF alignment, US EO 14028 federal procurement. By MEOK AI Labs.

aigov

Static analysis + CI enforcement for AI/LLM risk in codebases