A
licenseNot graded
qualityC
maintenanceEnables MCP clients to ask bilingual data questions, inspect database tables and schemas, and execute validated read-only SQL through exposed tools.
MIT
dataville-mcp
by datavilleorg
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TDQS
A4.3/5.0
Scored across 4 tools
Disambiguation5/5
Each tool targets a distinct phase of the workflow: list sources, describe a source, keyword search for one record, and SQL query for many records. The descriptions explicitly contrast search_dataville vs query_dataville, leaving no overlap.
Naming Consistency4/5
All names are snake_case with a clear verb prefix (list_, describe_, search_, query_), but the position of 'dataville' varies slightly (list_dataville_sources vs search_dataville). Still predictable and readable.
Tool Count4/5
Four tools is a lean but well-scoped set for a read-only data access server; each tool earns its place. It is slightly on the thin side (no dedicated fetch-by-id or schema tool), but nothing feels redundant.
Completeness4/5
Discovery (list/describe), retrieval (search), and flexible querying (SQL) cover the read-only domain well. Minor gap: no direct fetch-by-record identifier, though query_dataville can serve as a workaround.
Maintenance
ActivityActive
ResponsivenessNo recent community issues