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Universal Firefly III AI Bridge

by fabianonetto
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JavaScript
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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    C2.7/5.0

    Scored across 66 tools

    Disambiguation5/5

    Every tool maps to a distinct resource and action, and similar-sounding tools like get_account vs get_account_overview_chart are clearly separated by descriptions. Even create_transaction and create_split_transaction are differentiated as simple vs split creation.

    Naming Consistency5/5

    Tool names consistently follow a lowercase snake_case verb_noun pattern such as list_accounts, get_account, create_account, update_account, and delete_account. Minor exceptions like get_about and create_split_transaction do not undermine the overall predictable convention.

    Tool Count2/5

    With 66 tools, the surface is far too large for an AI-facing server; even though Firefly III has a broad API, this feels like an uncurated endpoint dump rather than a focused bridge. The volume creates significant context overhead and tool-selection burden for agents.

    Completeness2/5

    Core resources like accounts, transactions, budgets, rules, and recurring transactions have full CRUD coverage, but many secondary resources are notably incomplete: categories only have list/create, bills lack get/update, rule groups have no create/update/delete, and webhooks/object groups are partial. These gaps will cause frequent agent dead ends.

    Maintenance

    ActivityInactive
    ResponsivenessResponsive

    Resources