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AgentFox

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AgentFox: open-source control plane for AI agents. Guardrails on model traffic, tool calls bounded by capability grants, and a tamper-evident audit trail mapped to compliance frameworks.

Benchmark page: AgentFox measured against the guardrails teams already run, with the losing comparisons published too.

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  • New

Updated

  • Updated Nov 2026

Platforms

  • Windows
  • Mac
  • Linux
  • Self-Hosted
  • Docker
  • Python
Guardrails that stop injected instructions at the tool call without blocking real users.
Red team a running agent and see which tool calls get blocked and why.
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AgentFox was added to AlternativeTo by archit-sharma on and this page was last updated .

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What is AgentFox?

AgentFox is an open source control plane for AI agents, Apache-2.0, installed with pip install agentfox.

It enforces policy at the tool call rather than at the prompt. Each agent declares capability grants covering the tools and actions it may invoke, and calls outside them are refused by default. Argument taint tracking follows data that arrived from retrieval or tool output so untrusted content cannot reach a privileged parameter. Generated SQL is analysed for blast radius before execution, and MCP tool definitions are checked for drift.

Every decision is written to a hash chained, tamper evident audit log with an independent verifier, and controls map to compliance frameworks.

It starts in a watch mode where calls are traced and evaluated without being blocked. Enforcement is a separate explicit step.

Benchmarks are published in full with the script and results file behind each number, including the tests where other tools win.