A
licenseNot graded
qualityB
maintenanceEnables AI to perform fast, multi-source web searches and research through tools for web, social, news, GitHub, and document analysis.
MIT
ag-mcp-search
by AG-Bureau
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TDQS
A4.9/5.0
Scored across 5 tools
Disambiguation5/5
Each tool has a clearly distinct purpose: web_search finds pages, web_read extracts content from a known address, web_deep_search synthesizes answers from multiple sources, web_image_search locates images, and web_screenshot captures visual page previews. No two tools overlap in a way that would confuse an agent.
Naming Consistency5/5
All tool names share the predictable 'web_' prefix and follow a consistent pattern: web_search, web_read, web_image_search, web_screenshot, web_deep_search. The naming convention is uniform and signals the tool's function clearly.
Tool Count5/5
Five tools is an ideal size for a web-focused module. It covers search, reading, image lookup, deep synthesis, and screenshotting without redundancy or bloat. Each tool earns its place.
Completeness5/5
The tool surface covers the full web research lifecycle: discovering pages, reading their content, synthesizing multi-source answers, finding images, and visual verification. There are no obvious missing capabilities or dead ends within the stated purpose.
Maintenance
ActivityMaintained
ResponsivenessNo issues