A
licenseNot graded
qualityB
maintenanceEnables defenders to deploy a decoy MCP tool server that records and fingerprints how LLM agents probe, escalate, and persist, without exposing real systems.
MIT
Beelzebub MCP Honeypot
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- AlicenseNot gradedqualityAmaintenanceRegisters a set of inert, tempting decoy tools with any MCP-capable client so that any call from a hijacked or prompt-injected agent instantly raises an alert with full attack context and a per-call trace token. Also plants worthless canary tokens in honeypot files that trigger zero-false-positive leak alerts when they surface in agent output, files, or outbound requests.11MIT
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- AlicenseNot gradedqualityCmaintenanceA plug-and-play MCP server that adds zero-boilerplate tools like file search, reliability scoring, and prompt injection detection to any MCP-compatible agent.MIT
- AlicenseBqualityCmaintenanceEnables deterministic security testing of AI agents that use tools by serving synthetic MCP environments with poisoned data, fake secrets, and privileged actions. Records agent tool calls and evaluates security invariants (e.g., canary leaks, forbidden access, approval binding) without an LLM judge or real systems.8MIT
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Maintenance
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