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@@ -302,4 +302,31 @@ File upload support:
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  "args": ["--from", "gradio[mcp]", "gradio", "upload-mcp", "https://mcp-1st-birthday-vapt-agent.hf.space/", "<UPLOAD_DIRECTORY>"]
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  }
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  ```
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
 
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  "args": ["--from", "gradio[mcp]", "gradio", "upload-mcp", "https://mcp-1st-birthday-vapt-agent.hf.space/", "<UPLOAD_DIRECTORY>"]
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  }
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  ```
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+ ## 🎓 Use Cases
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+
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+ ### For AI Assistants (Claude Desktop)
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+ ```
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+ User: "Test the API at https://api.myapp.com/v1/products (GET method)
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+ with API key Bearer abc123"
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+ Claude: *Invokes vapt_agent_run_security_test*
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+ "I've initiated a security test. The VAPT agent is now scanning
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+ for vulnerabilities including injection attacks, authentication
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+ issues, and security misconfigurations..."
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+ ```
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+
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+ ### For CI/CD Pipelines
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+ ```bash
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+ # Automated security testing in deployment pipeline
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+ mcp-client call vapt_agent_run_security_test \
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+ --api_endpoint "https://staging.api.com/auth/login" \
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+ --http_method "POST" \
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+ --api_key "$STAGING_API_KEY"
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+ ```
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+
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+ ### For Security Teams
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+ ```
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+ # Remote security assessment without opening the web interface
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+ # Get comprehensive reports programmatically
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+ # Integrate with existing security workflow tools
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+ ```
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  ---