F
licenseNot graded
qualityB
maintenanceEnables guardrail and trust testing by exposing realistic malicious tool patterns such as shell execution, credential dumping, and data exfiltration, all without network access.
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CyberSim Pro MCP Server
by kayembahamid
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TDQS
B3.2/5.0
Scored across 12 tools
Disambiguation4/5
Most tools have distinct purposes (e.g., analyze_network vs forensics_analysis vs investigate_incident), but generate_report and generate_validation_report could be confused at a glance, as could forensics_analysis and investigate_incident. Descriptions clarify boundaries, but a couple tools overlap in scope.
Naming Consistency4/5
The vast majority follow a verb_noun snake_case pattern (analyze_network, create_scenario, simulate_attack), but forensics_analysis deviates by placing the noun first and using 'analysis' instead of a verb. This is a minor inconsistency in an otherwise predictable convention.
Tool Count5/5
With 12 tools, the server is well-scoped for a cybersecurity simulation platform. Each tool serves a distinct function in the workflow, and the count is within the ideal 3-15 range, making the surface manageable without being sparse.
Completeness4/5
The tool set covers the core lifecycle: scenario creation, attack simulation, incident investigation, forensics, reporting, and integration with risk registers. Minor gaps exist, such as lacking a tool to list or update scenarios, but the available tools are sufficient for typical training and analysis workflows.
Maintenance
ActivityInactive
ResponsivenessNo issues