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Yrobot

cloudflare-search

by Yrobot

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      Provides 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.
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      Enables MCP clients to perform web searches through multiple AI models, with dual-mode routing for fast or cited results and consensus-based multi-engine querying to cross-verify information.
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      Enables Bing searches with geo, market, and language targeting, returning organic results, ad blocks, and Copilot answers as structured JSON to any MCP client.
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    • F
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      Enables aggregated web searches across multiple providers with automatic failover, exposing search and source-listing tools via a streamable HTTP MCP endpoint secured by bearer token authentication.
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    TDQS

    B3.2/5.0

    Scored across 2 tools

    Disambiguation1/5

    Both 'search' and 'web_search' have nearly identical descriptions, both performing aggregated search across multiple engines. An agent cannot distinguish which tool to use, as they appear to do the exact same thing.

    Naming Consistency3/5

    Both tools use snake_case naming, which is consistent. However, the names 'search' and 'web_search' are not sufficiently distinct to reflect different functionality, leading to confusion.

    Tool Count2/5

    With only 2 tools that essentially duplicate functionality, the tool set feels thin and redundant. A search server should offer at least a few distinct search modes or filters to be useful.

    Completeness1/5

    The tool set is severely incomplete. There are no tools for filtering by source, date, or type, no citation retrieval, and no configuration options. The duplication of search tools leaves obvious gaps in coverage.

    Maintenance

    ActivityInactive
    ResponsivenessUnresponsive