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    • A
      license
      A
      quality
      C
      maintenance
      Enables a language model to run four deterministic data checks it cannot argue with — column-contract validation with an explicit quarantine list, arithmetic reconciliation of opening/movements/closing, distinct entity counting against row counts, and duplicate detection returned for human review — each answering with structured findings and row/column locators. Failures come back as results with reasons, so the model reports exactly which rows and columns are broken rather than asserting the data is clean.
      4
      MIT
    • F
      license
      B
      quality
      B
      maintenance
      Enables AI assistants to perform financial reconciliation with a deterministic proof engine: intake files, match transactions, verify proofs, resolve exceptions, and sign off on balanced journals under the user's authority.
      21
      -
    • F
      license
      A
      quality
      C
      maintenance
      Provides AI agents with deterministic, offline finance tools for commodity margin analysis, loan covenant compliance, invoice auditing, AP exception classification, and five-day close readiness.
      14
      2 npm
      -
    • A
      license
      C
      quality
      A
      maintenance
      Enables auditing of extracted balance sheets, income statements, and cash flow reports by reconstructing complex document tables and verifying mathematical consistency and formula balancing. It also performs cross-reference resolution and sensitive PII redaction, returning structured matrices and validation telemetry over MCP to clients like Claude Desktop, Cursor, and Windsurf.
      4
      7
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Deterministic AI liability attribution engine. Scores fault across AI supply-chain participants (deployer, developer, vendor) with tamper-evident certificates and weekly cryptographic anchoring.’
      31 npm
      2
      Apache 2.0
    • A
      license
      A
      quality
      D
      maintenance
      MCP server for deterministic numeric verification and spreadsheet auditing. Enables AI agents to verify math/finance claims, audit rows, and evaluate covenant rules with signed, independently checkable receipts.
      4
      17 PyPI
      MIT