fincon
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- AlicenseAqualityDmaintenanceEnables AI assistants to perform financial analysis, budget forecasting, compliance checks, expense categorization, and risk assessment, returning structured JSON with audit-ready governance receipts.563 npm1Business Source 1.1
- AlicenseNot gradedqualityCmaintenanceEnables AI IDEs to perform financial reconciliation through five native tools for matching invoices, detecting bundled payments, and handling bank fee variances.MIT
- AlicenseNot gradedqualityBmaintenanceAn accounting-ops agent that reconciles payments against open orders, auto-books provably safe payments through a deterministic policy gate, and escalates exceptions to a human queue with audit trails.MIT
- AlicenseNot gradedqualityBmaintenanceEnables autonomous financial agents to submit payment webhooks, ledger entries, or transaction streams and receive balanced journal records, risk verification dossiers, and detection of card-testing clusters, volume spikes, and account takeovers.7MIT
- FlicenseAqualityCmaintenanceProvides AI agents with deterministic, offline finance tools for commodity margin analysis, loan covenant compliance, invoice auditing, AP exception classification, and five-day close readiness.142 npm-
- AlicenseAqualityBmaintenanceEnables LLM agents to query and reconcile an accounts-payable ledger through safe read-only SQL, deterministic invoice-to-payment matching, and exception explanations for underpayments, duplicates, currency mismatches, and overdue invoices. Ships with a synthetic ledger, golden-set evals, and a month-end review workflow so quality can be measured in CI.4MIT
TDQS
Scored across 21 tools
Each tool targets a distinct resource and action: proofs, records, worklists, exceptions, loops, runs, closes, events, classifications, and authorities are all cleanly separated. Even the multiple verify tools are clearly differentiated by object type (proof, close, journal).
Nearly all tools follow a clear verb_noun pattern like get_proof, list_runs, run_close, and verify_journal. The one minor exception is audit_export, which reads as a noun phrase rather than a verb_noun action, but this does not create real confusion.
At 21 tools, the set is on the heavy side and sits at the boundary of being too large for easy navigation. The tools are individually purposeful and the financial-close domain is broad, but the count still feels dense rather than tight.
The surface covers the full lifecycle: configuration discovery, source ingestion, matching, closing, exception handling, classification, verification, audit export, and journal integrity. There are no obvious dead ends, and the refusal semantics are consistently exposed where human or policy sign-off is required.