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ShieldLabs-ai

@shieldlabs-ai/mcp

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      Exposes read-only local analysis tools for source auditing, web traffic review, binary reverse engineering, exploit scaffolding, OSINT, and reporting via JSON-RPC over stdio, enabling LLMs to orchestrate evidence-based security workflows without executing targets or sending network requests.
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    • F
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      Enables AI agents to query traces, sessions, exceptions, prompts, datasets, scores, and metrics for enhanced debugging and observability. Supports local stdio or HTTP deployment, selective tool loading, and read-only mode.
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    TDQS

    A3.7/5.0

    Scored across 6 tools

    Disambiguation3/5

    While all tools have distinct prefixes and functions, there is some overlap between list_history, get_identification, and get_history. An agent might confuse which specific getter tool to use depending on the granularity of the required record.

    Naming Consistency5/5

    All tool names strictly adhere to the shieldlabs_verb_noun pattern. The use of snake_case is uniform across the entire set, making the set highly predictable and easy to parse.

    Tool Count5/5

    The 6 tools are well-scoped and earn their place. They successfully cover the core functionalities needed for a data-heavy security/risk information retrieval service.

    Completeness2/5

    The tool set is critically incomplete as it lacks any mutation capabilities. The entire surface appears read-only, missing essential CRUD operations (create, update, delete) for the identified entities.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues