#Text Processing MCP Servers
Discover 15 MCP servers tagged with Text Processing on the Vinkius App Catalog.
DeepL MCP
Translate and audit text. Manage multilingual communication via AI.
Baidu Translate / 百度翻译 MCP
China's leading machine translation service. Translate text and detect languages via AI.
Tencent TMT / 腾讯机器翻译 MCP
Tencent's professional machine translation. Translate text and detect languages with high precision via AI.
Natural Tokenizer Engine MCP
Tokenize text into words, numbers, emails, URLs, emojis, and hashtags deterministically. AI struggles with mixed content. This engine extracts exact linguistic entities instantly.
Caiyun AI Translate / 彩云小译 MCP
Popular high-precision machine translation. Translate text lists and detect languages via AI.
LibreTranslate API MCP
Translate and detect text. Audit languages via AI.
HTML to Markdown Converter MCP
Stop LLMs from skipping website content. Convert massive HTML files into clean Markdown deterministically without data loss.
Regex Extractor Engine MCP
Stop LLM hallucination when extracting data. Run pure Regex across massive text blocks and guarantee 100% accurate array extraction without missing a single match.
Language Detector Engine MCP
Detect the language of any text local using exact n-gram analysis. Supports 400+ languages. When AI guesses wrong on short or mixed text, this engine proves it.
N-Gram Frequency Engine MCP
Exact deterministic unigram, bigram, and trigram counting over huge texts. Save tokens and guarantee 100% accurate phrase counts.
Fuzzy String Distance Engine MCP
Calculate exact Levenshtein, Jaro-Winkler, and Dice distances for fuzzy text matching natively local.
Emoji Name Resolver MCP
Convert emoji shortcodes to Unicode and back (:rocket: ↔ 🚀). Essential for Slack, Discord, and GitHub cross-platform compatibility.
Slug Generator MCP
Transform any text into clean, SEO-friendly, URL-optimized slugs.
New Twitter Thread Chunking Optimizer MCP
Split long-form text into character-compliant Twitter/X threads with optimal sentence preservation.
New Git Merge Conflict Resolver MCP
Automatically identify and resolve Git merge conflict markers using deterministic strategies.