F
licenseNot graded
qualityD
maintenanceEnables file system operations, web scraping, and AI-powered search through MCP tools for use by LLM agents.
1
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dataville-mcp
by datavilleorg
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TDQS
A3.7/5.0
Scored across 2 tools
Disambiguation5/5
The two tools have clearly distinct purposes: one lists available data sources, the other queries a specific source. There is no overlap or ambiguity.
Naming Consistency5/5
Both tools follow a consistent verb_noun pattern with the 'dataville' prefix ('list_dataville_sources', 'search_dataville'), making them predictable and easy to understand.
Tool Count2/5
With only 2 tools, the server is severely under-scoped for a data platform. While listing and searching are core, many essential operations (e.g., adding/removing sources, metadata exploration) are missing, making the count feel inadequate.
Completeness1/5
The tool surface is extremely bare. Missing lifecycle operations for sources, lack of search result pagination or filtering, and no way to inspect source schemas or metadata. Agents will hit dead ends quickly.
Maintenance
ActivitySlowing
ResponsivenessNo issues