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catqualia-ledger-mcp

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      Enables AI agents to cross-verify candidate claims against caller-supplied source texts, flagging hallucinations, numerical drift, entity mismatches, contradictions, and unverified assertions. It returns sentence-level verdicts with matched evidence snippets and machine-readable factual grounding confidence scores, exposed over MCP stdio, HTTP REST, and A2A discovery routes.
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    TDQS

    A3.7/5.0

    Scored across 5 tools

    Disambiguation4/5

    The tools are mostly distinct: query_claim returns full claim records, get_verdict focuses on verdict retrieval, what_would_refute provides thresholds, verifier_drift_net measures transitions, and citation_block handles citations. There is some overlap between query_claim and get_verdict in searching by phrase, but the purposes are clearly different enough to avoid significant confusion.

    Naming Consistency2/5

    Naming conventions are inconsistent. query_claim and get_verdict follow a verb_noun pattern, but what_would_refute is a question phrase, verifier_drift_net is a noun compound, and citation_block is also noun_noun. This mixed style makes it harder to predict tool names and reduces coherence.

    Tool Count5/5

    With only 5 tools, the server is tightly scoped to its ledger domain. Each tool covers a distinct need—searching, verdicts, thresholds, drift analysis, and citations—without redundancy or bloat.

    Completeness4/5

    The tool surface covers the core operations for querying and analyzing the ledger: search, verdict retrieval, threshold lookup, drift measurement, and citation generation. Minor gaps exist, such as no explicit tool to list all claims or add new ones, but the apparent read-only purpose is well-served.

    Maintenance

    ActivityMaintained
    ResponsivenessUnresponsive