Agent Governance Python Packages

axonflow

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

haxaml

Git-style project memory and governance for AI coding agents

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.

constitutional-agent

WHY-layer constitutional governance for autonomous AI agents

haxaml-mcp

Git-style project memory and governance for AI coding agents

agents-shipgate

Static release-readiness gate for AI agent tool surfaces. CLI + GitHub Action. Scans MCP, OpenAPI, OpenAI Agents SDK, Anthropic, Google ADK, LangChain, CrewAI. Apache-2.0.

dashclaw

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

rally-agents

Filesystem-first agent harness for strong, stable coding-agent workflows with repo-local run state.

doctrine-agents

Code-like DSL and compiler for agent workflows that compile to portable AGENTS.md instructions.

runcycles

Python SDK for Cycles — reserve, commit, release budget and risk for AI agents

edictum

Runtime safety for AI agents. Stop agents before they break things.

traccia

OpenTelemetry-based tracing SDK for AI agents and LLM applications

agentlock

The Open Authorization Standard for AI Agents. Framework-agnostic tool permissions, identity verification, scoped access control, and audit logging for any AI agent.

agent-immune

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

cloister

Graph-native agent harness and substrate for knowledge, memory, workflow, and MCP tooling

limenex

Deterministic stateful governance for AI agents and agentic systems

guardian-angel

Policy engine for governing AI agent tool execution.

haldir

The guardian layer for AI agents — identity, secrets, audit via MCP. Gate + Vault + Watch.

onceonly-sdk

Execution safety & governance layer for AI agents: idempotency, budgets, tool control, audit logs.

haxaml-ui

Git-style project memory and governance for AI coding agents

nrprotocol

Node Reach Protocol — 6 rules no AI can break. Safety standard for agents in physical & connected systems. MIT.

ai-agent-governance

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

csc-runner

Bounded shell and CLI execution for AI agents: structured contracts, policy-gated execution, hardened Linux runtime enforcement, and signed receipts.

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.