OWASP Top 10 for AI Agents security assessment tools. Capabilities: full agent security scan, prompt injection detection, tool poisoning check, excessive agency, data leakage. Built by MEOK AI Labs.
Project description
OWASP Agentic MCP
OWASP Top 10 for AI Agents Security Assessment — Prompt Injection, Tool Poisoning, Data Leakage
Overview
Security assessment tools based on the OWASP Top 10 for AI Agents. Scan agent configurations for prompt injection vulnerabilities, tool poisoning risks, excessive agency, data leakage, and more.
Tools
| Tool | Description | Parameters |
|---|---|---|
full_agent_scan |
Full OWASP Agentic Top 10 security scan | agent_config, tools, permissions |
assess_agentic_security |
Assess against specific OWASP Agentic categories | categories, agent_config |
check_prompt_injection |
Test for prompt injection vulnerabilities | system_prompt, user_input_template |
check_tool_poisoning |
Check for tool poisoning risks | tool_definitions, input_validation |
check_excessive_agency |
Assess agency level vs minimum required | allowed_tools, required_tools, permissions |
Installation
pip install mcp
Claude Desktop / Cursor / VS Code / Windsurf
{
"mcpServers": {
"owasp-agentic": {
"command": "python",
"args": ["path/to/server.py"]
}
}
}
Usage Examples
Full agent security scan
{
"agent_config": {
"system_prompt": "You are a helpful assistant that can access email, calendar, and file system.",
"allowed_tools": ["send_email", "read_calendar", "write_file"]
},
"permissions": ["email:send", "calendar:read", "files:write"]
}
Check prompt injection
{
"system_prompt": "You are a financial advisor bot",
"user_input_template": "{user_query} Please provide investment advice."
}
Pricing
- Free: 10 scans/day
- Pro: $99/mo — unlimited scans + detailed reports
- Enterprise: $499/mo — continuous monitoring + custom rules
Built by MEOK AI Labs | meok.ai
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