MCP Radar
MCP-Server

Text Intelligence Mcp

io.github.varvararatta/text_intelligence_mcp
Daten & Analytik Öffentlich und erreichbar MCP 2025-11-25

Was dieses MCP kann

Performs text analysis including sentiment, language detection, keyword extraction, duplicate detection and extractive summarization.

Funktionen

Tools

6 Tools
analyze_sentiment
Analyze sentiment of text (positive/negative/neutral). Returns: {score, label, confidence}
Eingabeschema 
{'type': 'object', 'title': 'analyze_sentimentArguments', 'required': ['text'], 'properties': {'text': {'type': 'string', 'title': 'Text'}}}
detect_language
Detect language of text using character frequency analysis. Returns: {language, confidence, method}
Eingabeschema 
{'type': 'object', 'title': 'detect_languageArguments', 'required': ['text'], 'properties': {'text': {'type': 'string', 'title': 'Text'}}}
extract_keywords
Extract top keywords from text using TF scoring. Returns: {keywords: [{word, score}], total_words}
Eingabeschema 
{'type': 'object', 'title': 'extract_keywordsArguments', 'required': ['text'], 'properties': {'text': {'type': 'string', 'title': 'Text'}, 'top_n': {'type': 'integer', 'title': 'Top N', 'default': 10}}}
find_duplicates
Find duplicate or near-duplicate texts using Jaccard similarity. Returns: {duplicates: [{text1_idx, text2_idx, similarity}]}
Eingabeschema 
{'type': 'object', 'title': 'find_duplicatesArguments', 'required': ['texts'], 'properties': {'texts': {'type': 'array', 'items': {}, 'title': 'Texts'}, 'threshold': {'type': 'number', 'title': 'Threshold', 'default': 0.8}}}
health_check
Server health check.
Eingabeschema 
{'type': 'object', 'title': 'health_checkArguments', 'properties': {}}
summarize_text
Extractive summarization — picks most important sentences. Returns: {summary, sentences_used, original_length}
Eingabeschema 
{'type': 'object', 'title': 'summarize_textArguments', 'required': ['text'], 'properties': {'text': {'type': 'string', 'title': 'Text'}, 'max_sentences': {'type': 'integer', 'title': 'Max Sentences', 'default': 3}}}
Verlauf

Letzte Tool-Änderungen

Hinzugefügt
health_check
17. September 2026 12:53
Hinzugefügt
summarize_text
17. September 2026 12:53
Hinzugefügt
find_duplicates
17. September 2026 12:53
Hinzugefügt
extract_keywords
17. September 2026 12:53
Hinzugefügt
analyze_sentiment
17. September 2026 12:53
Hinzugefügt
detect_language
17. September 2026 12:53
Entdecken

Ähnliche MCP-Server

LiveDataLink

io.github.blackboxfoundry/livedatalink

Exposes public-data tools covering economics, labor, banking, transport, books, legal opinions, carriers, environmental data, and…

AlpineDataWorks Intelligence Server

com.alpinedataworks/adw-intelligence-server

Provides economic, market, supply-chain, real-estate, energy, consumer, labor, and other scored intelligence indices with histori…

SharksAPI.AI

ai.sharksapi/marketing

Provides marketing analytics and actions across GA4, Search Console, Google Ads, social channels, SEO, WordPress, and marketing p…

synter-ads

io.github.Synter-Media-AI/synter-ads

Manages cross-platform advertising campaigns, audiences, tracking, creative, landing pages, campaign audits, technology intellige…

synter-ads

io.github.jshorwitz/synter-ads

Manages cross-platform advertising campaigns, audiences, tracking, creative, landing pages, campaign audits, technology intellige…

Stratalize Finance

com.stratalize/finance

Provides financial, macroeconomic, banking, credit, commodities, M&A, ESG, labor, and regulatory benchmarks for analysis and plan…

Stratalize Healthcare

com.stratalize/healthcare

Retired Stratalize server exposing benchmark, market intelligence, compliance, financial, healthcare, legal, real estate, and eco…

Stratalize Governance

com.stratalize/governance

Retired Stratalize server exposing benchmark, market intelligence, compliance, financial, healthcare, legal, real estate, and eco…