AgentLeak MCP Server by Privatris

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AgentLeak (IEEE Access 2026): benchmark for internal-channel privacy leakage in multi-agent LLM systems. Inter-agent messages leak 68.8% vs 27.2% in final outputs; output-only audits miss 41.7%. 1,000 scenarios, 7 channels, 5 LLMs. Tool & MCP server: github.com/yagobski/agentleak

AgentLeak is an open-source mcp server by Privatris, written mainly in Python, with 35 GitHub stars. Its code was last updated Oct 5, 2026.

Not scanned yet

This listing was imported from public GitHub data and hasn't been through AgenticMart's security scan. Until it is, treat it like any unreviewed code: read the source and limit what it can access.

  • Static code scan — pending
  • Secrets & dependency CVEs — pending
  • Build & boot check — pending
  • Network egress audit — pending
  • Public report — pending

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