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20 Best Web Scraping MCP Servers: compared and ranked, November 2026Ranked from 2,036 matching servers on stars, growth, downloads and maintenance. Updated .

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    AI localization from your editor — translate an app's string files into 46 languages with placeholder-safe, reproducible output. Eleven formats (JSON, .arb, .po, .strings, Android XML and more), and every translation is read back and checked before it lands.
    7
    788 PyPI
    MIT
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    A
    quality
    C
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    Official Paxa Labs MCP server: Thai, English and Mandarin text-to-speech with local playback, voice design from a text description, speech-to-text with subtitles, translation into Thai, and document OCR with field extraction.
    19
    335 npm
    10
    MIT
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    English-first Korean equity intelligence MCP — translates Korean DART filings, foreign-holder 5%-rule flows (BlackRock / Vanguard / Norges / GIC plus 16 more), activist filings (KCGI / Align / ValueAct / Elliott), and KRX industry news to English on demand. 7 MCP tools, OSS self-host under AGPL-3.0.
    7
    3
    AGPL 3.0
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    Products, social posts, search results and AI answers from Amazon, TikTok, Google, ChatGPT and more, as MCP tools. Code mode: the model writes TypeScript against a typed client, run in a sandbox.
    3
    1,448 npm
    MIT
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    MCP server for HumanPen that lets AI agents work on real documents (.docx, .pptx, .pdf) — humanizing content to lower AI-detection scores, converting citations, condensing, and translating while preserving formatting, tables, images, and citations.
    8
    380 npm
    4
    Apache 2.0
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    Delegates replaceable grunt work (boilerplate, formatting, translation, long-document summarizing) from a premium agent to cheap models behind a local LiteLLM proxy, auto-routing each task by type. Delegated calls run in a separate process, so the subscription session and the API credentials never share an environment.
    3
    18 PyPI
    1
    MIT
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    Provides AI agents with local Dutch spelling and word validation using OpenTaal/hunspell, plus detailed word information from woordenlijst.org. It enables checking full texts or individual words and retrieving linguistic details for Dutch writing tasks.
    5
    2 npm
    MIT
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    Gives AI assistants read-only access to a conference stream's live captions and translations, saved transcripts, glossary context, and audience questions, using a developer API key from the portal. It can also be used through a hosted HTTP endpoint at mcp.deafassistant.com, so clients can connect without installing anything.
    8
    MIT
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    Enables an assistant to retrieve Quranic verses in Uthmani Arabic with any of hundreds of translations, look up and search ten major hadith collections, and compute prayer times offline from the sun's position. Every quotation comes back with its exact reference so answers can be verified rather than paraphrased from memory.
    7
    MIT
  • F
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    App Store and Google Play ASO from the ASOMaster desktop app: keyword ranks in 107 markets, real Apple Ads and Google Ads popularity, rival tracking, AI listing drafts and localization, and publishing with owner approval.
    87
    -
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    A read-only server that gives MCP clients access to a user's WaniKani progress and reference data through the official API v2, answering questions about upcoming reviews and lessons, kanji assignments by level, review accuracy, and saved notes or synonyms. It runs locally over stdio without storing data or modifying WaniKani.
    12
    114 npm
    MIT
  • A
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    Not graded
    quality
    C
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    Enables AI agents to extract template-shaped JSON from text, images, and PDFs with calibrated per-field confidence, make typed decisions with probabilities, identify languages among 608, restore diacritics, and generate passage-grounded questions.
    Apache 2.0
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    Enables AI agents to search a daily-updated library of real App Store screenshots, preview videos and listing history from thousands of top apps by category, chart, look or app name. It also generates and localizes the user's own App Store screenshots at App Store resolution, restyled after any app in the library.
    MIT
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    C
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    Enables recognizing and converting between keyboard layouts (QWERTY, ЙЦУКЕН, QWERTZ, AZERTY), auto-correcting text typed in the wrong layout, and predictive T9 input from numeric sequences.
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    MCP server for the Globalize localization platform: create translation projects, add languages, manage glossaries and style guides, connect repositories, and track translation jobs from any MCP client. Available as a hosted Streamable HTTP endpoint and as an open-source TypeScript package in the mcp-server directory.
    3
    MIT