A
licenseNot graded
qualityA
maintenanceEnables AI agents to perform live web searches with ranked results and extracted page passages, plus clean markdown extraction of any URL.
MIT
sofya-mcp
Officialby sofya-co
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TDQS
A4.5/5.0
Scored across 4 tools
Disambiguation5/5
Each tool has a clearly distinct purpose: extract for structured data from a single page, fetch for raw content, research for synthesized reports, and search for web searches. No overlap that would confuse an agent.
Naming Consistency5/5
All tool names are single verbs (extract, fetch, research, search) following a consistent pattern. No mixed conventions or unclear naming.
Tool Count5/5
Four tools is well-scoped for a server focused on web information retrieval and synthesis. Each tool earns its place without being too few or too many.
Completeness5/5
The tool set covers all major operations: fetching raw content, extracting structured data, searching the web, and performing deep research. No obvious gaps for the stated purpose.
Maintenance
ActivityInactive
ResponsivenessNo issues