Best Protecto CBAC for AI Alternatives & Competitors in 2026

Pebblo

AI security platform enforcing access control & governance for AI apps/agents.

Pebblo (Safe Agent/Safe Infer)

AI agent governance platform securing MCP traffic, prompts, and data access.

Repello AI Agent Wiz

Open-source CLI tool to map, threat-model, and secure AI agent workflows.

HiddenLayer AI Detection & Response

Real-time detection & response for agentic and generative AI applications

Witness AI for Developers

Security platform for AI coding assistants and development agents

Daxa.ai Pebblo Safe Agent

Runtime security governance for AI agents operating over MCP environments.

Oblivious AGENT

Privacy-preserving AI agent platform for running LLMs on sensitive data.

Stacklok Enterprise MCP Platform

Secure gateway platform for governing AI agent MCP server access in enterprises.

Trustwise Harmony AI

Runtime AI trust & security platform for governing agentic AI systems.

Unbound Governance Layer

Governance layer for monitoring and controlling AI coding agents within policy rules

Operant AI MCP

Runtime protection platform for AI, APIs, MCP, and cloud workloads

AvePoint AgentPulse

AI agent governance and security platform for visibility and control

Rubrik Rubrik Agent Cloud

Platform for monitoring, governing, and remediating AI agent actions

CloudMatos Aegis Gateway

Runtime security gateway for multi-agent AI systems with policy enforcement

Wallarm Protect Agentic AI

API-first security platform protecting AI agents and AI-enabled APIs

Edera AI Agents

Secure infrastructure for deploying and executing AI agent workloads.

Astrix Agentic AI Security

Secures AI agents, MCP servers, and non-human identities with discovery & ITDR

Eve AI Agent Registry

Security platform for Agentic AI with discovery, policy control & detection

Confidential Agents

Confidential AI platform for deploying AI agents on sensitive data securely

Natoma MCP Gateway

Enterprise gateway for managing AI agent access to enterprise data via MCP

FYEO Agentic AI Security Audits

Security audit service for agentic AI systems via threat modeling & red teaming.

Lumeus Secure Vibe Coding

Secures AI-assisted dev environments from prompt injection, DLP, & shadow AI.

Lumeus MCP Security

Secures MCP sessions in AI dev environments via proxy, discovery, and policy enforcement.

Oligo Runtime AI

Runtime security platform for protecting AI-powered apps and agentic AI.

Repello MCP Gateway

Security gateway for monitoring and protecting MCP-based AI agent tool calls.

Onyx Platform

AI control plane for enterprise AI agent security, governance, and observability.

Promptfoo MCP Proxy

Proxy layer for controlling and monitoring MCP server access in AI apps.

Lunar.dev MCP Gateway (MCPX)

Gateway for securing, governing, and auditing AI agent access to MCP servers.

Nimble

AI agent-based security platform focused on security fundamentals.

Pallma vs Model Armor

AI security platform protecting agentic AI systems from runtime exploits.

Agent Vault

Zero-trust security & governance platform for autonomous agentic AI systems.

Nestria AI

Governance and security platform for agentic AI in regulated enterprise workflows.

CodeIntegrity AARM Platform

Runtime control plane that mediates & governs AI agent actions before execution.

Arcade MCP Runtime

MCP runtime for securing and governing AI agents in production deployments.

Ovalix AI Agents

Security platform for monitoring, controlling, and protecting AI agent workflows.

Willow

Control plane for governing enterprise AI agent identity, access, and actions.

ZenGuard

Runtime protection and security testing platform for LLM-based AI agents.

Corridor Agents

Security guardrails platform for autonomous AI coding agents.

Ciphero

AI agent action verification and governance layer for enterprise security.

Repello AI SkillCheck

Scans and catalogs AI agent skills/plugins for security vulnerabilities.

PromptArmor Claude Skills Risk Assessment

Threat intel service assessing Claude AI skill definitions for security/privacy risk.

Polaxis Detection Benchmark

AI agent governance platform detecting prompt injection, PII, and credential threats.

CrowdStrike Secure AI

AI security solution protecting models, agents, data, and prompts

Silverfort AI Agent Security

AI agent security platform for discovery, risk assessment, and access control

Operant MCP Gateway

Enterprise security gateway for Model Context Protocol (MCP) ecosystems

Geordie AI Agent Management

AI agent security platform providing visibility, risk mgmt & governance

Enkrypt AI Guardrails

Runtime security layer for AI agents, RAG, and MCP with real-time controls

Enkrypt AI MCP Gateway

Open-source control plane for MCP tool traffic with inline policy enforcement