F
licenseNot graded
qualityC
maintenanceEnables AI agents to search the web and extract content using multiple search providers, with caching, retry logic, and options for JavaScript-heavy page rendering.
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litescrape-mcp-server
Officialby litescrape
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TDQS
A4/5.0
Scored across 8 tools
Disambiguation3/5
Most tools are distinguishable by engine or domain, but 'search' and 'google_search' both return Google organic results (differing only by modules), and 'google_ai_overview' vs 'google_ai_mode' both produce AI-generated text with references, creating potential misselection. Bing and DuckDuckGo are clearly distinct, but the AI and Google search siblings blur boundaries.
Naming Consistency3/5
The pattern is partially consistent with google_search, bing_search, and duckduckgo_search following an engine_search convention. However, the bare 'search' tool breaks the pattern, and google_maps, google_shopping, google_ai_overview, and google_ai_mode use a mixed domain/feature style rather than a uniform verb_noun structure.
Tool Count5/5
Eight tools is a well-scoped set for a web research and scraping server, covering multiple search engines, maps, shopping, and AI-assisted search. Each tool adds a meaningful capability without bloat or redundancy.
Completeness4/5
The server covers core research needs: multiple engines, maps, shopping, and AI summaries. Minor gaps exist (e.g., no general URL fetcher, no dedicated news tool), but google_search's verticals and filters mitigate these, and no obvious dead-end workflow is present.
Maintenance
ActivityMaintained
ResponsivenessNo issues