F
license-
qualityC
maintenanceEnables AI agents to read and write JSON translation files (i18n, i18next, react-i18next) via the Model Context Protocol.
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"Tools or methods for generating graphs from structured data" matching MCP servers:
- Alicense-qualityBmaintenanceProvides internationalization MCP tools enabling AI agents to perform translations, locale management, and i18n operations.10MIT
- Flicense-qualityBmaintenanceAn MCP server providing tools for speech-to-text, translation, language detection, question answering, and text-to-speech using Sarvam AI models, enabling multilingual voice agents.
- AlicenseBqualityDmaintenanceProvides access to synonyms and antonyms for words through the API Ninjas Thesaurus API, enabling vocabulary enhancement and word exploration.1MIT
- AlicenseBqualityDmaintenanceProvides dictionary lookup functionality through the API Ninjas Dictionary API, allowing users to search for word definitions and meanings through natural language queries.1MIT
- AlicenseCqualityDmaintenanceAn MCP server that provides access to the Similar Words API, allowing users to search for and retrieve semantically related words. It enables language-based applications to query word similarities and relationships through a standardized interface.1MIT
- AlicenseCqualityDmaintenanceEnables access to Humanizer APIs for text humanization with multiple models including basic, easy-use, and multi-language support. Requires API key authentication.3MIT
- Alicense-qualityDmaintenanceEnables Chinese text segmentation using the jieba library with support for precise, full, and search engine modes. Provides natural language access to professional Chinese word segmentation capabilities through MCP protocol.2MIT
- Flicense-qualityDmaintenanceExtracts text nodes from Figma designs and organizes them into structured JSON for internationalization workflows. It enables users to pull content from specific frames or entire files to automatically generate translation keys.
- AlicenseAqualityBmaintenanceMCP server that provides grounded Arabic dictionary lookup, enabling AI agents to search word roots, inflections, and meanings from real dictionary data.3MIT
humanpen-mcpofficial
AlicenseAqualityAmaintenanceMCP 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.82081Apache 2.0- AlicenseAqualityDmaintenanceProvides text translation capabilities powered by NiuTrans API with support for 455+ languages. Includes translation tools and language catalog resources for seamless integration with MCP clients.18MIT
- AlicenseAqualityBmaintenanceAssists MDN Japanese translation tasks by automating file copying from English content, synchronizing source commits, and performing guideline-based reviews.4MIT
- AlicenseAqualityBmaintenanceProvides offline translation across 200+ languages using a local NLLB-200 model, with no data leaving your machine.2146MIT
- AlicenseAqualityCmaintenanceA local-first cognitive substrate for neurodivergent professionals. Gives Claude memory, a sense of time, a translator for corporate ambiguity, and a guardrail that refuses to amplify rumination, hyperfocus, or sycophancy. MCP-native. No telemetry. AGPL-3.0-or-later. Self-ID sufficient — no diagnosis gating.1710AGPL 3.0
- FlicenseAqualityDmaintenanceEnables fetching and analyzing YouTube video comments and replies through the YouTube Data API. Supports sorting by relevance or time and returns structured JSON data for comment analysis, summarization, and translation tasks.1
- AlicenseAqualityDmaintenanceEnables AI agents to access paid tools like crypto prices, weather, translation, and web intelligence via per-request USDC payments on Base, with no API keys or subscriptions.1534MIT
- AlicenseAqualityCmaintenanceTranslates Sinhala or Singlish instructions into precise English technical specifications using Google Gemini AI, enabling Sinhala-speaking developers to code in their native language.2MIT
- AlicenseAqualityDmaintenanceEnables interaction with translation helps APIs through multiple interfaces (MCP, OpenAI, stdio, etc.) for fetching scripture, translation notes, and more via natural language.85MIT
- AlicenseAqualityCmaintenanceTranslates PowerPoint presentations while preserving formatting using Amazon Bedrock models, available as both a standalone tool and a FastMCP service for AI assistants like Amazon Q Developer.866MIT