Introduces a focused safety mechanism against AI-induced data loss, highlighting a niche but critical need in AI operational security that could inform broader audit and control systems.
Evidence quotesverbatim, from the product’s own materials
“public GitHub repository (README fetched)”— structural
“Open-source, local-first, and bound by two rules it will never break”— readme
“a transparent **MCP proxy** or **host hook**”— readme
“transparent MCP proxy or host hook”— readme
“Doberman sits *between the agent and its tools* — a transparent **MCP proxy** or **host hook**”— readme
“Works with **Claude Code, Codex, OpenClaw, and any MCP-compatible agent**”— readme
FAQ
What is Doberman?
Doberman is an AI safety tool that prevents large language models like Claude from accidentally deleting critical databases during interactions, designed for developers and teams managing AI-assisted workflows.
What does Doberman do?
Prevent AI assistants from unintentionally deleting essential data in databases during task execution.
Why does Doberman matter?
Introduces a focused safety mechanism against AI-induced data loss, highlighting a niche but critical need in AI operational security that could inform broader audit and control systems.
How much does Doberman cost?
免费开源
Is Doberman free?
Yes — Doberman has a free tier. Pricing as stated on its own page: 免费开源
Is Doberman open source?
Yes — Doberman is open source.
Can I self-host Doberman?
Yes — Doberman can be self-hosted.
What does Doberman integrate with?
mcp
How popular is Doberman?
As tracked by KanonAgent: 6 upvotes (first indexed 2026-08-17).
What are the best Doberman alternatives?
Similar AI agents tracked by KanonAgent: ECC, deepseek-harness, ponytail, claude-mem, open-design, deer-flow.