A
licenseNot graded
qualityD
maintenanceAlgorithmic text and NLP analysis server providing sentiment, readability, keyword extraction, language detection, stats, and more via REST and MCP.
3
MIT
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"A service for translating text or language" matching MCP servers:
- FlicenseAqualityDmaintenanceEnables fast text classification using Model2Vec static embeddings with 10 default categories (technology, business, health, etc.), supports custom category management, batch processing, and provides both local and remote deployment options.64
- AlicenseNot gradedqualityDmaintenanceEnables AI agents to search, watch, summarize, clip, and extract transcripts from YouTube videos, all without needing an API key or leaving the chat.1345Apache 2.0
- FlicenseNot gradedqualityDmaintenanceA simple note-taking MCP server that allows storing and summarizing notes with custom URI schemes and provides functionality to add notes and generate summaries with different detail levels.5
- FlicenseNot gradedqualityDmaintenanceProvides comprehensive text analysis capabilities including character counting, word statistics, character type analysis, and text length validation for Korean and English text. Supports AI agents in analyzing and validating text content with detailed statistics and Unicode support.
- AlicenseBqualityDmaintenanceCounts characters and words in both Japanese and English text files, with special handling for Japanese morphological analysis and proper character counting excluding spaces and line breaks.63MIT
- FlicenseNot gradedqualityCmaintenanceAn MCP server for managing notes, with resources, prompts, and a tool to add notes.
- FlicenseNot gradedqualityCmaintenanceFetches category data from a Q&A service API and returns a markdown summary grouped by category.
- AlicenseNot gradedqualityCmaintenanceAn HTTP MCP server that indexes large documents into exact-line-numbered sections, enabling AI models to locate, read, summarize, and edit parts of a document without ingesting the whole file.MIT
- FlicenseNot gradedqualityBmaintenanceA local-first Codex plugin that bundles an MCP server to safely interact with Mattermost, enabling channel/thread summarization, conversation search, and reviewed post publishing via the Mattermost REST API.
- FlicenseNot gradedqualityDmaintenanceEnables AI agents to redact PII from text, summarize redacted content, and manage custom redaction patterns across multiple languages.
- AlicenseAqualityDmaintenanceEnables fetching, searching, and summarizing YouTube video transcripts with multi-language support.4MIT
- AlicenseAqualityDmaintenanceEnables counting characters or bytes in text with options to include or exclude whitespace. Provides a simple tool for text analysis and length measurement.1MIT
- AlicenseNot gradedqualityBmaintenanceMCP server wrapping Roshan AI's Fahm Persian language service, enabling chat, translation, summarization, and more for Persian text.MIT
- FlicenseNot gradedqualityAmaintenanceEnables Claude to read, rewrite, generate, and summarize LibreOffice Writer documents with preview-then-apply editing through MCP tools, authenticating via Claude Code login.
- FlicenseNot gradedqualityCmaintenanceSelf-hosted ML inference MCP server providing embeddings and summarization tools using sentence-transformers and Ollama, with low-latency preloaded models and API-key authentication.
- AlicenseAqualityCmaintenanceLets any AI agent score and simplify its own text before it reaches a human, using Flesch readability metrics and plain-language rewrites entirely on the local machine.2MIT
- AlicenseAqualityDmaintenanceA FastMCP server that enables AI assistants to extract structured information from unstructured text using Google's langextract library through a secure, optimized Model Context Protocol interface.432MIT
io.github.lsmman/fetchiveofficial
AlicenseAqualityBmaintenanceMCP server for extracting links from text dumps, checking duplicates, extracting YouTube transcripts (with fallbacks including speech-to-text), and preparing workspace-ready page payloads for your note-taking or saving tools. It does not write to your workspace; it hands off prepared content to your existing tools.11MIT
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