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20 Best GitHub MCP Servers: compared and ranked, November 2026Ranked from 2,236 matching servers on stars, growth, downloads and maintenance. Updated .

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    Enables an AI assistant to place user-approved phone calls in the callee's language through your own Bland or Twilio account, with language detection, script generation, cost estimates, and safety guard rails. Includes a preview-then-confirm gate, plus call status, transcripts, and summaries.
    8
    MIT
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    Not graded
    quality
    D
    maintenance
    Finnish language verification MCP server providing spell checking, grammar checking, morphological analysis, hyphenation, and tokenization tools.
    1
    GPL 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.
    6
    1,943 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
    96 npm
    4
    Apache 2.0
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    The i18n cycle of a JavaScript project as tools: extract the texts written in code, list missing translations and write machine translations as drafts that a person approves. Works with React, Vue, Svelte, Next.js, Nuxt, SvelteKit and Astro.
    9
    4
    MIT
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    maintenance
    Enables Claude and other MCP clients to look up German Wiktionary entries directly, checking whether words exist and returning parts of speech, gender, plural and case forms, verb conjugations, adjective declensions, IPA, meanings, etymology, synonyms and examples. It also supports full-text title search with spelling suggestions and retrieval of raw page wikitext for anything the structured tools omit.
    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
    16 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
    6 npm
    MIT
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    An MCP server that automatically translates Android app string resources to multiple languages by detecting changes in default strings.xml files using Git diff. It supports batch translation, preserves formatting placeholders, and works with multiple Android modules.
    5
    5
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    Translate Python between English and your language, with round-trip verification. Pack-based and reviewed, not model-guessed: translate files both ways, look up how terms render, check identifier names, and report how legible a codebase is in a language, all locally with uvx legesher-mcp.
    2
    6
    2
    Apache 2.0
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    A
    quality
    B
    maintenance
    Enables AI agents to translate PDFs, scanned PDFs, DOCX, EPUB files and page images into 70+ languages while rebuilding the original layout, with OCR for scans and free uploads that return an exact price before anything is charged. Agents can then start the job, poll its progress, and download the finished file in its original format.
    5
    MIT
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    license
    A
    quality
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    Enables agents to translate documents such as DOCX, PPTX, PDF, XLSX, and TXT files, plus ZIP/7Z/RAR batches, across many translation engines. Exposes tools for checking credits, listing engines, quoting per-page costs, uploading documents to place orders, tracking task progress, and retrieving download links.
    7
    MIT
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    Enables clients to search an indexed corpus of the epic's 24,214 verses and fetch single verses, whole sargas, or multi-language translations in Sanskrit, English, Hindi, and Telugu. It also returns a deterministic verse of the day keyed to any given calendar date, served over stdio or stateless HTTP.
    5
    MIT
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    MCP server for managing i18n JSON translation files. Provides Claude with structured read/write access to translation files for adding keys, checking coverage, and finding duplicates.
    12
    34 npm
    1
    MIT
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    Enables AI assistants to run accurate, offline Bangladesh calculations in English or Bangla — income tax with rebates and minimum tax, taka amounts in words for cheques and invoices, mobile number validation and operator detection, loan EMI, DPS/FDR savings growth, safe maths expressions, and digit conversion. Every tool is a local read-only computation, requiring no network access or API keys.
    7
    MIT
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    A
    quality
    B
    maintenance
    Enables transcription of local audio files and YouTube links in over 40 languages, including translation between supported languages and English, by calling an already-running Nemotron 3.5 Transcribe endpoint. Long recordings are automatically split at pauses and processed piece by piece, with optional speaker repetition at joins.
    9
    MIT
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    An MCP server that provides audiobook pipeline tools for the CollapsingWave platform, including chapter management and translation alignment. It enables users to automate the building, checking, and uploading of localized book content and audio assets.
    27
    Apache 2.0
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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
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    Enables users to access a free catalog and samples plus 17 pay-per-call tools, settled in USDC on Base via x402, for web reading, source-bounded summarization, Rioplatense Spanish translation, market and Argentine data, developer utilities, text comparison, and x402-related queries.
    19
    59 npm
    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.
    92
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