Audit Logging Python Packages

regulated-ai-governance

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

scoped-mcp

Per-agent scoped MCP tool proxy — credential isolation, resource scoping, and audit logging for AI agent deployments

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.

bh-audit-logger

Generic event emitter for bh-audit-schema implmentations

bh-fastapi-audit

PHI-safe audit logging middleware for FastAPI healthcare APIs

agentlock

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

openparallax-shield

AI agents that think must never act. Open-source security framework with composable modules for safe autonomous AI.

openparallax-channels

AI agents that think must never act. Open-source security framework with composable modules for safe autonomous AI.

openparallax-memory

AI agents that think must never act. Open-source security framework with composable modules for safe autonomous AI.

openparallax-sandbox

AI agents that think must never act. Open-source security framework with composable modules for safe autonomous AI.

openparallax-audit

AI agents that think must never act. Open-source security framework with composable modules for safe autonomous AI.

mcpkernel

Open-source MCP/A2A security gateway — policy enforcement, taint tracking, sandboxed execution, deterministic envelopes, and Sigstore audit for every AI agent tool call. OWASP ASI 2026 compliant.

certainlogic-guard

Linguistic confidence gate for AI responses. Catches hedging words (maybe, I think). Not fact verification. Zero dependencies.

proxilion

Application-layer security SDK for LLM tool call authorization

lokryn-mcp-log

Compliance-grade audit logging for MCP client operations (SOC2, HIPAA, PCI)

ea-agentgate

AI agent runtime governance control plane: intercept tool calls with PII protection, approvals, and formal verification.

sudoagent

Runtime guardrail for tool/function calls: policy, optional approval, and a verifiable ledger.

lokryn-compliance-log

Protocol Buffers schema for compliance-grade audit logging. Built for SOC2, HIPAA, PCI. First-class support for AI/agent systems.

capiscio-mcp

CapiscIO MCP Guard - Secure your MCP tools with agent-to-server authentication, authorization, and audit logging

postkit

Postgres-native identity, configuration, metering, and job queues.

tokvigil

Application-layer AI usage control platform with SDKs and a policy engine to enforce budgets, limits, and audit logs per user, feature, and plan.