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Jina AI Remote MCP Server

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    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.8/5.0

    Scored across 19 tools

    Disambiguation4/5

    Most tools have distinct purposes, but some overlap exists: parallel_search_arxiv, parallel_search_ssrn, parallel_search_web, and their non-parallel counterparts could be confusing if an agent doesn't read descriptions carefully. However, descriptions clearly differentiate between parallel and single searches, and other tools like deduplicate_images vs. deduplicate_strings are well-separated.

    Naming Consistency5/5

    Tool names follow a consistent snake_case pattern with clear verb_noun structures throughout, such as capture_screenshot_url, deduplicate_images, expand_query, and search_web. The only minor deviation is show_api_key, which still fits the pattern, and primer is concise but clear in context.

    Tool Count3/5

    With 19 tools, the count is borderline high for a server focused on web and academic research tasks. While many tools are specialized (e.g., parallel searches, deduplication), it may feel heavy and could overwhelm agents, though each tool serves a specific function in the domain.

    Completeness5/5

    The toolset provides comprehensive coverage for web and academic research workflows, including content extraction (read_url, extract_pdf), search (web, arXiv, SSRN, images), deduplication, query expansion, relevance sorting, and utility functions (primer, guess_datetime_url). No obvious gaps exist for the intended domain.

    Resources