Alternatives to World Ai Protocol

Mindgard is AI red teaming that reconnoiters, exploits, and retests vulnerabilities in production AI agents and models.

Alice red-teams AI models and agents before launch, then runs custom guardrails in production to keep them safe.

AI governance platform that discovers shadow AI, tests models and agents, and enforces policy at runtime with Guardian Agents.

Agent enablement platform that versions, scans and evaluates the skills your coding agents run.

Agentic law platform that encodes legal rules into verifiable AI agents for banks, asset managers, and insurers.

Runtime security layer that inspects what goes into your AI agents and controls what comes out

ElevenAgents Guardrails puts real-time safety checks on ElevenLabs voice agents — prompt-injection blocking, reply screening, and custom policy enforcement

Traccia is an AI agent control plane that traces, costs, evaluates and enforces policy on agents you already run.

Arcade AI is the MCP authorization runtime that governs, executes, and audits every action your AI agents take.

Runtime authorization for AI agents — allow, deny, redact, or hold every action before it executes

Cycles is runtime authority for AI agents: it denies overspending tool calls before they execute, self-hosted under Apache 2.0.

Contextual security guardrails that inspect and block risky tool calls from AI agents and MCP servers.

Salt Security maps the full agentic path — AI agents, MCP servers, and APIs — so you know what they can reach.

agentsh enforces syscall-level policy for AI coding agents — file, network, and process control that holds no matter what the prompt says.

Open-source credential broker and MITM proxy that keeps real API keys out of AI agents by substituting dummy tokens in transit.

Zenity secures long-horizon AI agents at the decision point — inventory, least-agency guardrails, and runtime defense across the platforms your agents already

Unbound is an Agent Access Security Broker that governs what AI coding agents can run, reach, and touch across your org.

Identity control plane that brokers short-lived, policy-scoped credentials for AI agents, MCP servers, and non-human workloads.

Open-source agent audit and replay: hash-chained records, signed exports, self-hosted on your own Docker Compose stack.

Kontext is runtime authorization for AI agents — it hooks every Claude Code, Codex, and Cowork tool call before it runs, with no gateway in

Task-level authorization for AI agents: approve the purpose once, every tool call is scoped to it.

Adrian is open-source runtime security that reads an AI agent's chain of thought and blocks malicious plans before they execute.

Plurai turns a plain-language policy into sub-100ms SLM evals and guardrails for AI agents.

Rogue by Qualifire red teams AI agents and enforces real-time LLM guardrails with purpose-built SLM judges.

Enterprise AI security platform that discovers agents and MCP servers, red-teams them, and enforces policy inline at the gateway.

Pre-execution action authorization for AI agents — a deterministic, signed gate on every tool call before it runs.

Free, open-source utility that removes refusal behaviour from open-weight language models so they follow your instructions.

Overseer AI validates LLM outputs in real time, returning an isAllowed boolean plus safe replacement text before anything risky reaches your users.

Abundant builds long-horizon RL environments, anti-cheat verifiers and datasets that train and test AI agents on multi-hour work.

Agents Shipgate returns a deterministic merge verdict on AI-generated agent PRs before the code lands.