ziran MCP Server
taoq-ai/ziran
自然 ZIRAN is an open-source security testing framework for AI agents. It discovers dangerous tool chain compositions via knowledge graph analysis, detects execution-level side effects (not just text output), and runs multi-phase trust exploitation campaigns that model real attacker behaviour.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
taoq-ai/ziran is a Python tool licensed under Apache-2.0. 自然 ZIRAN is an open-source security testing framework for AI agents. It discovers dangerous tool chain compositions via knowledge graph analysis, detects execution-level side effects (not just text output), and runs multi-phase trust exploitation campaigns that model real attacker behaviour.
Ranked #16166 out of 24840 indexed tools.
Actively maintained with commits in the last week.
Ecosystem
Score Breakdown
10 stars → early stage
Last commit 3d ago → actively maintained
0/34 issues closed → many open issues
0 contributors → solo project
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
Matched Queries
Get the weekly AgentRank digest
Top movers, new tools, ecosystem insights — straight to your inbox.