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@shieldlabs-ai/mcp

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    Shareable, User-Owned Context BackendPeople, applications, and agents read, write, and coordinate together in one context lake. Reach it over MCP, a CLI, a Python SDK, or REST.fulcradynamics.comAd

    TDQS

    A4.4/5.0

    Scored across 6 tools

    Disambiguation5/5

    Each tool targets a distinct action: get one identification by request ID, list identifications for an identifier, aggregate history for an entity, explain a risk score, verify a webhook signature, and get server time. The descriptions explicitly cross-reference each other (e.g. search_history vs summarize_entity, and pointing to explain_risk_score for score explanations), leaving no real overlap.

    Naming Consistency4/5

    All tools use snake_case with a consistent shieldlabs_ prefix and mostly follow a verb_noun pattern (get_identification, search_history, summarize_entity, explain_risk_score, verify_webhook_signature). The only minor deviation is current_time, which lacks a verb, but it still reads clearly as a command.

    Tool Count5/5

    Six tools is well-scoped for a read-oriented risk/verdict API: single read, search, aggregate, score explanation, webhook verification, and a time helper. Each tool earns its place without redundancy or obvious padding.

    Completeness4/5

    The surface covers the read lifecycle well (single, list, aggregate, explain) plus webhook verification and time, and the risk-signal catalog is exposed as a resource. A minor gap is the absence of a tool to list recent identifications for a domain/tenant without first knowing an identifier, which some triage workflows would want.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources