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Mhdd-24

@mhdd_24/ai-red-team-mcp

by Mhdd-24

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Alternatives to @mhdd_24/ai-red-team-mcp

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    • F
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      B
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      Enables auditing an AI agent's guardrails by providing adversarial test prompts and scoring responses against known refusal/guardrail patterns.
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    • A
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      quality
      A
      maintenance
      Enables scanning LLM prompts and responses for prompt injection, jailbreaks, PII leakage, secret leakage, and other malicious content using deterministic rules, returning verdicts and safe redacted text.
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      quality
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      Enables AI assistants to perform authorized security testing and penetration testing operations including SSL/TLS analysis, port scanning, vulnerability scanning, and HTTP security header audits through natural language interactions.
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    TDQS

    B3.2/5.0

    Scored across 3 tools

    Disambiguation5/5

    Each tool has a clear, distinct purpose: status shows health/configuration, scan performs direct text analysis, and suite generates a test plan. There is no realistic confusion between them.

    Naming Consistency4/5

    All tools share the consistent airedteam_ prefix and use lowercase snake_case, making the naming predictable. However, they do not follow a strict verb_noun pattern: scan is a verb while status and suite are nouns.

    Tool Count5/5

    Three tools is at the lower end of the well-scoped range, but each one earns its place in a focused red-team utility server. There is no redundancy or unnecessary bloat.

    Completeness3/5

    The set covers health/status, text scanning, and test-suite outline generation, but there is no tool to execute a generated suite or retrieve detailed scan results. This leaves notable gaps in a full red-team testing workflow.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues