OpenCivicQuery
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TDQS
Scored across 6 tools
Each tool has a distinct role across the lifecycle: discovering packs/datasets, inspecting schema, running queries, and reading or pinning snapshots. The pair pin_snapshot and get_snapshot is clearly separated by write/preserve versus read/verify semantics. Search and listing tools are differentiated by catalog search versus documented source packs.
All tool names follow a consistent snake_case verb_noun pattern (list_source_packs, search_datasets, describe_dataset, query_dataset, pin_snapshot, get_snapshot). The convention is predictable throughout.
Six tools is well scoped for a civic data query server, covering discovery, schema inspection, querying, and evidence snapshots without unnecessary surface area. Each tool clearly earns its place.
The surface covers the core workflow from dataset discovery through schema inspection, query execution, and snapshot verification/pinning. Minor gaps exist around managing pinned snapshots, such as listing or unpinning them, but these do not block the primary use case.