Why this server?
Comprehensive text and NLP analysis server with sentiment, readability, keyword extraction, and language detection.
AlicenseNot gradedqualityDmaintenanceAlgorithmic text and NLP analysis server providing sentiment, readability, keyword extraction, language detection, stats, and more via REST and MCP.3MITWhy this server?
Provides text analysis tools including TF-IDF search, sentiment, readability, and keyword extraction for text corpora.
AlicenseNot gradedqualityNot gradedmaintenanceProvides text analysis tools including TF-IDF document search and text profiling (sentiment, readability, keywords) for analyzing text corpora through structured MCP interfaces.Why this server?
Advanced text network analysis and knowledge graph generation using graph theory for topic detection and insight extraction.

InfraNodus MCP Serverofficial
AlicenseNot gradedqualityBmaintenanceEnables advanced text network analysis and knowledge graph generation using graph theory algorithms to identify topics, detect content gaps, and extract structured insights from unstructured text.78195MITWhy this server?
Offers text analysis tools like word counting, reading time estimation, keyword density, and sentiment scoring.
AlicenseNot gradedqualityAmaintenanceProvides text analysis tools including word counting, reading time estimation, keyword density analysis, and sentiment scoring.8MITWhy this server?
Analyzes survey comments with morphological analysis, generating dashboards with word clouds, keyword rankings, and insights.
AlicenseBqualityDmaintenanceAnalyzes survey comments from CSV files using morphological analysis and AI to generate interactive HTML dashboards with word clouds, keyword rankings, and actionable insights in Japanese or English.42MITWhy this server?
Connects entity-based sentiment analysis, document clustering, and topic naming to AI assistants.
AlicenseNot gradedqualityBmaintenanceConnects entity-based sentiment analysis, document clustering, and topic naming to MCP-compatible AI assistants.1MITWhy this server?
Comprehensive document analysis with sentiment, keyword extraction, readability scoring, and text statistics.
FlicenseNot gradedqualityDmaintenanceA comprehensive document analysis server that performs sentiment analysis, keyword extraction, readability scoring, and text statistics while providing document management capabilities including storage, search, and organization.Why this server?
Classifies raw text into structured triage objects with intent, urgency, category, and sentiment for support routing.
FlicenseNot gradedqualityDmaintenanceClassify raw text into structured triage objects with intent, urgency, category, and sentiment. Zero-config MCP tool for support intake, lead routing, and ticket automationWhy this server?
AI-powered sentiment analysis tool for labeling, keyword extraction, and batch analysis.
AlicenseAqualityAmaintenanceSentiment Analysis AI - MCP server providing AI-powered tools and automation by MEOK AI Labs411MIT