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reconcile-mcp

by sebastienrousseau
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Python
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TDQS

A4.3/5.0

Scored across 10 tools

Disambiguation4/5

Most tools have clearly distinct roles: normalization, scenario management, pairwise matching, and the main reconcile flow. The only real overlap is between `reconcile` and `reconcile_many_to_many`, whose descriptions make the advanced grouping case explicit but could still lead an agent to pick the wrong one for many-to-one batch-credit scenarios.

Naming Consistency5/5

All tools use consistent snake_case verb-first names, with clear patterns like normalize_<format>, match_<target>_<method>, and sandbox-scenario lifecycle verbs. The naming makes the toolset predictable and easy to navigate.

Tool Count5/5

Ten tools is a well-scoped size for a reconciliation server: a main reconciler, an explainability aid, two input normalizers, a sandbox set, and specialized matchers. Each tool serves a distinct purpose in the reconciliation workflow without feeling padded or redundant.

Completeness5/5

The surface covers the full reconciliation flow end to end: normalize inputs, run reconciliation, explain scores, inspect/reset with sandbox scenarios, and handle advanced many-to-many cases. No critical dead ends or missing lifecycle operations are apparent for the stated purpose.

Maintenance

ActivityMaintained
ResponsivenessNo issues

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