air-blackbox-mcp is an open-source CLI tool and MCP server that scans AI agent code for compliance with the EU AI Act, GDPR, and bias detection. Below are 20 security & compliance platforms apps with similar functionality to air-blackbox-mcp, matched by what each product actually does — not ranked or scored. Explore each to find the closest fit for your use case.
air-blackbox is an open-source CLI tool providing a governance control plane for AI agents. It enables compliance tracking, inventory management, incident response, and audit logging, supporting organizations in meeting regulatory requirements such as the EU AI Act and GDPR. Designed for teams managing AI deployments.
openclaw-health-mcp is an open-source MCP server for monitoring the health of AI agent deployments. It tracks gateway status, resource usage, errors, and skill registry integrity, providing cross-platform support for infrastructure operators and developers managing production AI systems.
mcp-audit-scanner is an open-source CLI tool designed to audit Model Context Protocol (MCP) server configurations for security and privacy vulnerabilities. It assists security engineers in identifying and mitigating risks in AI agent infrastructure.
cctx-mcp is an open-source MCP server designed for AI agents, offering structured code analysis that significantly reduces token usage. It integrates with Tree-sitter and is aimed at developers building efficient AI-powered code tools.
ai-firewall-mcp is an open-source MCP server component for AI Firewall, providing a security layer for large language models. It helps AI security engineers protect LLM deployments from prompt injection and jailbreak attacks using a multi-agent approach.
boxadm-mcp is an open-source MCP server designed for Box admin-log analytics, offering external-sharing visibility and read-only access for security auditing. It helps enterprise IT administrators monitor and analyze Box usage and sharing activities for compliance and security.
Ansible Knowledge MCP Server — module and role discovery, documentation, and skill generation for AI agents
MCP Server for Claude Desktop - Agent OS kernel primitives including code safety verification, CMVK multi-model review, and IATP trust
abrasio-mcp is an open-source MCP server that exposes the Abrasio agentic browser, allowing AI models to perform browser automation tasks. It is designed for developers and researchers building autonomous AI agents that require web interaction capabilities.
Works With Agents MCP Server — 14 native tools for AI agent infrastructure. Facts, Pitfalls, Skills, Handoff Protocol, Blueprint Registry, Trust Scores, Identity Verification, SLA Validation, Compliance-as-Code.
frame-check-mcp is an open-source CLI and MCP server for deterministic structural framing analysis of AI-generated documents. It blocks frame divergence by contract and delegates advanced judgment to agent models. Designed for AI developers needing robust document evaluation and compliance.
kubernetes-mcp is a CLI tool that provides an MCP server for exposing Kubernetes cluster operations to AI assistants. It enables automation and management of Kubernetes environments through AI-driven workflows.
vectra-ai-mcp-server is an open-source MCP server that exposes security detection, investigation, and response tools to AI assistants. It enables integration with AI-driven workflows for security automation and is suitable for security engineers and AI developers.
mcp-brain is a command-line and MCP server framework for multi-agent cognitive processing. It enables developers and researchers to coordinate and execute complex agent-based workflows, supporting advanced automation and distributed AI tasks.
eip-mcp is an open-source MCP server that delivers vulnerability and exploit intelligence for AI assistants. It supports the Model Context Protocol and is designed for integration into security and AI workflows. Distributed under the MIT license.
polardbx-zero-mcp is an open-source MCP server that provides persistent MySQL databases for AI agents using PolarDB-X Cloud Zero. It is designed for developers building autonomous agent systems requiring database access.
Agentic Model Context Protocol server for NetBox — read-only, tool-rich, built for LLM reasoning workflows
agent-audit-kit is an open-source CLI tool that scans MCP-connected AI agent pipelines for security vulnerabilities. It helps AI security engineers ensure the safety and compliance of agent-based workflows.
mcp-coder is an open-source CLI toolkit that leverages AI (Claude Code) and MCP servers to automate code analysis, testing, and implementation workflows. It is designed for developers seeking to streamline and enhance their software development processes with intelligent automation.
codebase-agent-mcp is an autonomous agent designed to provide token-efficient code analysis, documentation retrieval, and implementation guidance for large library repositories. It leverages OpenAI-compatible LLMs and supports integration via MCP and API, making it suitable for developers working with extensive codebases.
