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mnm-matin
by mnm-matin

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Alternatives to captain-search

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      Enables AI coding assistants to run web searches that return organic results with related queries and to analyze images from URLs or local files via prompt-driven vision models. It connects to MCP clients such as Claude Desktop, Cursor, and Windsurf over stdio or SSE transports for code development workflows.
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    • F
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      Enables AI agents to search the web through configured providers and crawl individual pages or entire sites into clean Markdown or JSON, including authenticated browsing and deduplicated output. It can run locally over STDIO or HTTP and integrates with MCP clients and command-line workflows.
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    TDQS

    A4.1/5.0

    Scored across 3 tools

    Disambiguation5/5

    Each tool serves a clearly distinct purpose: web search, code search, and fetching a specific URL. There is no overlap between the tools, so an agent can easily select the correct one.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern with underscores: search_web, fetch_webpage, search_code. This makes the tool set predictable and easy to navigate.

    Tool Count4/5

    Three tools is slightly minimal for a search-focused server, but it covers the core operations of web search, code search, and page fetching. The count is reasonable for a niche tool set.

    Completeness4/5

    The tool set covers the primary search and fetch workflows, but it lacks options like image or news search. Minor gaps exist, but agents can accomplish most tasks without dead ends.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues