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maintenanceNLP without the bloat — 45 tools for sentiment, keywords, readability, summarization. Zero heavy dependencies. 42KB wheel.
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"Exploring Sentiment Analysis with Google NLP" matching MCP servers:
- Alicense-qualityCmaintenanceTurkish sentiment anlaysis with MCPLast updated1Apache 2.0
- Flicense-qualityDmaintenanceA lightweight Gradio application that analyzes text for sentiment (positive/negative) and sarcasm detection using Hugging Face Transformers, designed to run on CPU and compatible with the MCP server architecture.Last updated
- Alicense-qualityDmaintenanceAlgorithmic text and NLP analysis server providing sentiment, readability, keyword extraction, language detection, stats, and more via REST and MCP.Last updated8MIT
- AlicenseAqualityDmaintenanceEnables sentiment analysis of text blocks using the Api Ninjas API, returning sentiment scores and overall sentiment classification for up to 2000 characters of text.Last updated1MIT
- FlicenseAqualityCmaintenanceEnables analysis of YouTube videos using the Gemini API to generate summaries and answer specific questions via direct URLs. It supports standard videos and shorts, allowing users to interact with video content without requiring manual downloads.Last updated53
- FlicenseBqualityFmaintenanceEnables intelligent web searching using SearXNG with content crawling via Creeper, then summarizes webpage content using LLM to avoid token limit issues. Supports smart filtering with domain blacklist/whitelist and optional LLM-based relevance filtering.Last updated1
- Flicense-qualityDmaintenanceProvides tools for fetching real-time news and performing AI-powered sentiment analysis and summarization using Mistral AI. It enables users to analyze news trends and extract structured insights through natural language queries.Last updated
- AlicenseAqualityBmaintenanceSearch and retrieve news articles and trending keywords from Google News and Google Trends. Summarize articles and extract keywords using optional NLP and LLM Sampling to get concise insights.Last updated4589MIT
- Flicense-qualityCmaintenanceAnalyzes sentiment in news headlines from major US publications using both standard and natural language date inputs, enabling insights into public sentiment trends.Last updated6
- Alicense-qualityDmaintenanceProvides tools for text file analysis, including metrics like word counts and character frequencies, alongside file reading and directory browsing capabilities. This server enables LLMs to interact with and process local file content securely through the Model Context Protocol.Last updatedMIT
- Flicense-qualityDmaintenanceIntegrates local language models (like Qwen3-8B) with MCP clients, providing tools for chat, code analysis, text generation, translation, and content summarization using your own hardware.Last updated
- Flicense-qualityDmaintenanceA Model Context Protocol server that provides document analysis capabilities to LLM applications, including extraction, chunking, summarization, and semantic search for PDF, DOCX, and plaintext documents.Last updated
- AlicenseBqualityDmaintenanceEnables Claude Desktop to generate text and analyze images using Google's Gemini Pro API. Provides seamless integration between Claude and Gemini's AI capabilities through natural language commands.Last updated2MIT
- AlicenseCqualityDmaintenanceA Model Context Protocol server that implements a simple notes system, allowing users to create, list, and summarize text notes.Last updated310ISC
- Alicense-qualityBmaintenanceEnables exploring Steam store reviews and community discussion threads with server-side filtering, temporal analysis, and metadata context for understanding player sentiment and feedback beyond store page noise.Last updated531BSD 3-Clause
- Alicense-qualityDmaintenanceEnables intelligent RSS feed management and analysis through Inoreader integration. Supports reading articles, search, bulk operations, and AI-powered content analysis including summarization, trend analysis, and sentiment analysis.Last updated18MIT
- Flicense-qualityDmaintenanceEnables Claude to read and analyze PDF documents with automatic OCR processing for scanned files. Features intelligent text extraction, caching for performance, and secure file access with search capabilities.Last updated1
- AlicenseAqualityBmaintenanceEnables analysis of clinical trial protocols using MCP tools for document listing, entity extraction, adverse event clustering, and summarization.Last updated41MIT
- AlicenseAqualityAmaintenanceUnofficial MCP server wrapping crawl4ai that enables extraction and analysis of content from web pages, PDFs, Office documents, YouTube videos, and more, with AI-powered summarization and Google search integration to reduce token usage while preserving key information.Last updated1948MIT