Agent Governance Python Packages

vaara

Open-source evidence layer for AI governance. Gates every AI agent tool call against your policy and writes a hash-chained execution record an auditor verifies offline, without trusting the operator. Root-agnostic, and binds to a TPM 2.0 or SEV-SNP hardware root when present. Your environment, no SaaS, no telemetry. AGPL-3.0.

dashclaw

🛡️The governance runtime for AI agents. Intercept actions, enforce guard policies, require approvals, and produce audit-ready decision trails.

veldt-kya

KYA (Know Your Agents) — Open-source trust, governance, and evidentiary assurance infrastructure for autonomous systems. Built on KYP (Know Your Principal), a unified trust model for human users, AI agents, service accounts, and machine identities.

wire-ai

🔌 Framework-agnostic governance for AI agents — HIRE · LoopGuard · HITLGate · SLATracker · AuditChain · SOC-2/HIPAA · LangGraph/CrewAI/AutoGen/OpenAI/Foundry

axonflow

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

agent-sudo-mcp

Authorization, delegation, provenance, and verifiable-audit engine for AI agents. MCP adapter published.

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.

riskkernel

Deterministic cost / loop / time budgets · full observability · crash-resumable runs · human-approval gates · a memory you own. Self-hosted. Your keys. No telemetry. Point it at your existing agents - one env var.

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.

agents-shipgate

The deterministic merge gate for AI-generated agent capability changes — a local-first, static Tool-Use Readiness review for MCP, OpenAPI, and SDK tool surfaces. Open-source CLI + GitHub Action.

marchward

Runtime authority for AI agents. Your agent holds one Marchward key, not your real credentials. Open-core governor: credential mediation, hard cost cap, approval gates, tamper-evident audit. Apache-2.0.

baton-pass

A tool that allows users to never lose context between sessions through a standard Baton.md file translated to each vibecoding tool such as claude code, cursor, gemini, copilot,

haxaml

Prebuild and governance for AI coding agents.

traccia

OpenTelemetry-native observability, governance, and compliance for AI agents and LLM applications

haxaml-mcp

MCP server launcher for Haxaml.

edictum

Runtime governance for AI agents. Contracts enforce what tools can do — before they execute.

execlave-sdk

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

haxaml-ui

Git-style project memory and workflow governance for AI coding agents.

colorless-audit

Authorize, gate, and prove every action your AI agent takes — tamper-evident, zero-dependency runtime trust layer for AI agents.

langchain-runcycles

LangChain agent middleware for Cycles — pre-tool-call authorization and per-tenant budget enforcement for Python agents using create_agent

agent-immune

Adaptive threat intelligence for AI agent security — semantic memory, multi-turn escalation, output scanning, rate limiting, and prompt hardening.

runcycles

Python AI agent budget control — enforce LLM cost limits, tool permissions, and multi-tenant policies before agent actions execute.

makerchecker

Roles, segregation of duties, and tamper-evident audit for the AI agents you already run. Open-source, self-hosted.

agentlock

An adversarially benchmarked reference implementation for pre-action agent authorization. Framework-agnostic tool permissions, identity verification, scoped access control, and audit logging for any AI agent.