Alternatives to Agent Control

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

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

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

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

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

Vorlon enforces AI agent runtime security — blocking policy-violating agent actions, masking sensitive data in transit, and restricting write access at the

Open-source OS-level runtime security that keeps real API keys and PII out of compromised OpenClaw and Hermes Agent processes.

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

Open-source CLI that red-teams AI agent prompts and audits MCP servers with real attack payloads.

ECC is an open-source agent harness operating layer that gives Claude Code, Codex, Cursor, OpenCode and Kimi shared skills, memory,

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

Pipelock is an open-source agent firewall that mediates MCP, HTTP and WebSocket traffic and signs offline-verifiable receipts.

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

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

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

Open-source red-team toolkit for AI agent prompt injection, jailbreak, and goal hijacking testing

Self-hosted AI agent control plane for live session replay, task orchestration and per-agent cost tracking

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

Self-hosted AI agent governance with an access map, Cedar policy enforcement and a signed audit ledger for Claude Code, Codex, Gemini CLI

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

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

Prismor intercepts AI agent tool calls at runtime, blocking destructive commands and cloaking secrets before they reach the model.

Credo AI is an AI governance platform that registers, risk-scores, and continuously monitors every AI agent, model, application, and vendor in your enterprise.

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

Sponsio compiles plain-English agent policies into deterministic LTL contracts enforced at every tool call in under 0.01ms with zero LLM calls in the hot path.

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.

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