Google Researcher MCP
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SerpKite MCPofficial
AlicenseNot gradedqualityBmaintenanceGives AI agents Google-backed web, news, maps, scholar, patent, shopping, image, video and autocomplete search, along with tools that convert public webpages and PDFs to Markdown, extract query-relevant passages from multiple URLs, and crawl or map sites.MIT- AlicenseAqualityBmaintenanceWeb tools for AI agents. Search the web for full page content, fetch URLs as clean markdown including PDFs, extract structured data from a page with a prompt, and run multi-source deep research that returns a cited report.42MIT
- AlicenseAqualityCmaintenanceEnables AI assistants to perform comprehensive web research through tiered search, secure URL fetching with markdown conversion, and automated multi-source synthesis pipelines. Provides read-only tools with configurable caching, SSRF protection, and optional LLM-powered summarization for search results and content analysis.81MIT
- FlicenseNot gradedqualityBmaintenanceEnables AI agents to perform deep web research by searching, fetching, chunking, retrieving, and synthesizing cited answers from exact source passages via a deep_research tool.-
TDQS
Scored across 8 tools
Each tool targets a distinct type of content or action: academic papers, images, news, general web, patents, page scraping, combined search+scrape, and progress tracking. Their purposes are clearly differentiated by name and description, leaving little ambiguity.
Most tools follow a descriptive pattern (e.g., academic_search, google_news_search, patent_search), but there are minor inconsistencies: scrape_page and search_and_scrape break the 'type_search' pattern, and sequential_search uses an adjective. Overall, names are clear and mostly consistent.
With 8 tools, the server is well-scoped for a research assistant. It covers essential search types and content extraction without being overwhelming. Each tool adds distinct value, and the count feels appropriate for the domain.
The tool set covers the major facets of web research: various search verticals (web, academic, news, images, patents), page scraping, combined search+scrape, and even a research progress tracker. There are no obvious gaps; it provides a comprehensive workflow.