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AndrewEstopinan

Bright Data MCP Server

by AndrewEstopinan
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TypeScript
Remote

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    Deploy Server
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    TDQS

    B3/5.0

    Scored across 57 tools

    Disambiguation5/5

    Every tool has a clearly distinct target and action, from smart_scrape/unlocker_scrape (with explicit cost/fallback differences) to the large web_data_* family, where each tool is bound to a specific platform and entity. Even with 57 tools, there is no real ambiguity because descriptions precisely delimit the use case.

    Naming Consistency3/5

    Naming is consistent within families: web_data_* for structured data, smart_* for cost-aware fetching, unlocker_* for paid requests, and web_scraper_* for datasets. However, the overall set mixes these prefixes with standalone names like serp_search, browser_scrape, parse_feed, check_robots, and replay_har, so no single predictable convention governs the whole server.

    Tool Count2/5

    At 57 tools, the server far exceeds the typical well-scoped 3-15 tool range. While each endpoint offers distinct value, the sheer volume makes selection harder and suggests the server is a sprawling catalog rather than a focused toolkit, potentially overwhelming agents.

    Completeness5/5

    The server covers the entire scraping lifecycle: free vs paid fetch, async jobs, batching, crawling, search, structured data for dozens of major sites, diff/extract, robots checking, and HAR replay. Paired trigger/get-result tools ensure no dead ends, and the domain appears fully addressed.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources