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Firefly III MCP Server

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    Connects any MCP-compatible AI assistant to your Firefly III personal finance instance, enabling natural language queries about your finances.
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TDQS

A4.2/5.0

Scored across 5 tools

Disambiguation5/5

The five tools are cleanly separated by intent: read-only query, non-destructive mutation, destructive/bulk operations, operation listing, and schema lookup. There is no meaningful overlap in what an agent should call for a given task.

Naming Consistency4/5

All names share the firefly_ prefix, but the suffix pattern is slightly inconsistent: query, mutate, and destructive are single-word verbs/adjectives, while list_operations and get_schema use verb_noun. Still, the names are predictable and readable.

Tool Count5/5

Five tools is well within the ideal range, and the grouping by safety category is sensible for a server wrapping a large API. Each tool earns its place, and the two metadata tools keep the coarse-grained wrappers navigable.

Completeness5/5

The action tools cover the full lifecycle—read, create/update, and delete or bulk operations—across all listed entities. The query tool also exposes analytics, search, exports, and reconciliation, leaving no obvious gap in the stated financial-management scope.

Maintenance

ActivityMaintained
ResponsivenessNo issues