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Alternatives to qc-validator-mcp

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    Related Servers

    • A
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      Scores AI outputs for faithfulness, relevancy, and hallucination inside any MCP client, with custom metrics, golden sets, and run history with dashboards.
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    • A
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      Security middleware for LLM agents. Authorize tool calls, scan for injection, quarantine poisoned memory, and redact PII — all through MCP. 0% injection success rate on 1,054 tested attacks.
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      Enables LLM agents to enforce security policies by authorizing tool calls, scanning for prompt injection, checking memory writes, redacting PII, and accessing audit trails through MCP.
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    • A
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      An MCP server that enforces runtime governance on AI agent actions — file access, command execution, delegation chains, and permission escalation.
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    TDQS

    A3.9/5.0

    Scored across 6 tools

    Disambiguation4/5

    The tools are mostly distinct: validate_output provides general scoring, while check_hallucination_risk and check_scope_compliance target specific failure modes. There is slight overlap between validate_output's forbidden patterns and check_scope_compliance's allowed/forbidden topics, but the descriptions clarify different scopes.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern (validate_output, get_failure_patterns, check_hallucination_risk, check_scope_compliance, log_validation, generate_quality_report), using lowercase with underscores throughout. This makes the API predictable and easy to navigate.

    Tool Count5/5

    With 6 tools, the server is well-scoped for its purpose of validating agent output. Each tool covers a distinct step in the validation workflow: executing checks, analyzing patterns, logging results, and reporting, without unnecessary bloat.

    Completeness4/5

    The core workflow (validate, log, analyze, report) is covered. However, there is no tool to manage the configurable criteria mentioned in validate_output, which is a minor gap. Additionally, update/delete operations for logged results are missing, but the main lifecycle is intact.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues