grounder-mcp
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- FlicenseNot gradedqualityDmaintenanceProvides comprehensive search capabilities including web search, content extraction, news search, academic search, and AI-powered multi-source research. Enables natural language access to web content and research through a production-ready MCP server.-
TDQS
Scored across 4 tools
Each tool has a clearly distinct role: web_search for quick snippet-level queries, fetch for reading one known page, deep_search for one-shot multi-page synthesis, and research for iterative open-ended investigation. The descriptions explicitly delineate when to use each and when not to, removing ambiguity.
All names use lowercase snake_case and are action-oriented (web_search, fetch, deep_search, research). The pattern is consistent in style, though not strictly verb_noun; deep_search and web_search are compound nouns/adjective-verb combos, while fetch and research are single verbs.
Four tools is well-scoped for a search/grounding server, each covering a distinct level of depth (search, fetch, multi-page, iterative research). No tool feels redundant or missing; the count is appropriate for the purpose.
The set covers the full spectrum of grounding needs: quick fact lookup, page reading, multi-source synthesis, and open-ended research. There are no obvious gaps—each tool builds on the others, and the progression from web_search to research is complete.