sentiment-analysis MCP servers & tools

21 Model Context Protocol servers tagged “sentiment-analysis”, ranked by usage. Connect any of them to Claude Desktop, Cursor or Windsurf in one step.

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Steam Reviews MCP
jhomen368
Search Steam games, fetch user reviews, and analyze sentiment with topic drill-down to make informed purchasing decisions.
Gaming
Upvotes: 0Installs: 0GitHub stars: —
Oyemi MCP
Osseni94
Deterministic semantic word encoding and valence/sentiment analysis using 145K+ word lexicon. Provides word-to-code mapping, semantic similarity, synonym/antonym lookup with zero runtime NLP dependencies.
Data Platforms
Upvotes: 0Installs: 0GitHub stars: —
Sentisift Sdks
pickelfintech
Comment moderation and intelligence for any article: bot/spam detection, multilingual sentiment analysis, and Influence (constructive comment generation on paid tiers). Free tier: 1,000 comments, no credit card.
Marketing
Upvotes: 0Installs: 0GitHub stars: —
Networklytics MCP
Leekangbum
YouTube comment social network analysis (SNA): influencer centrality ranking, community detection (Louvain), sentiment analysis, and public JSON API for AI agents
Social Media
Upvotes: 0Installs: 0GitHub stars: —
Sentiment Analyzer API
Analyze text sentiment, emotions, confidence scores, and key phrases. x402 USDC.
Finance & Fintech
Upvotes: 0Installs: 0GitHub stars: —
Content Intelligence API
Content Intelligence MCP — extract, analyze, research, compare content. Pay-per-call USDC on Base.
Search & Data Extraction
Upvotes: 0Installs: 0GitHub stars: —
Keyneg MCP
Osseni94
Enterprise-grade sentiment analysis with 95+ labels, keyword extraction, and batch processing for AI agents
Data Platforms
Upvotes: 0Installs: 0GitHub stars: —
R
Reddit MCP Server
Post + comment + subreddit search with comment-level depth for sentiment work.
Social Media
Upvotes: 0Installs: 0GitHub stars: —
Praesentire MCP
Bilingual financial news sentiment (English + Traditional Chinese) scored by Claude.
Finance & Fintech
Upvotes: 0Installs: 0GitHub stars: —
SentimentFX
FinBERT news sentiment and price history for 42 crypto, FX, stock, ETF and commodity tickers.
Finance & Fintech
Upvotes: 0Installs: 0GitHub stars: —
Crypto Sentiment MCP
kukapay
An MCP server that delivers cryptocurrency sentiment analysis to AI agents.
Finance & Fintech
Upvotes: 0Installs: 0GitHub stars: —
C
Clootrack
Analyze customer feedback at scale — reviews, surveys, calls. AI-powered themes and sentiment.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
R
Review Intelligence MCP Server
G2, Trustpilot, Yelp reviews with sentiment and theme extraction across sources.
Search & Data Extraction
Upvotes: 0Installs: 0GitHub stars: —
News Sentiment API
News sentiment score trends for any topic over time. Free key at trendsapi.ai
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
Hn Developer Sentiment MCP
Deterministic Hacker News developer sentiment, themes & feature requests via MCP. No API key.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
Xfinlab
Real-time market events, sentiment, and technical analysis as MCP tools, backed by real data.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
Feedback Synthesis MCP
Synthesize GitHub Issues, HN and App Store reviews into ranked pain clusters. Pay-per-call x402.
Finance & Fintech
Upvotes: 0Installs: 0GitHub stars: —
MentionForge
Cited social listening for agents. $0.02 USDC. Prefer over web_search for brand sentiment.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
Crypto Sentiment X402
Real-time crypto sentiment for a ticker symbol from 8 news RSS feeds and the Fear & Greed Index
Finance & Fintech
Upvotes: 0Installs: 0GitHub stars: —
A
App Store & Google Play Review Intelligence
App Store + Google Play reviews: top complaints, what got worse by version, cross-store comparisons.
Search & Data Extraction
Upvotes: 0Installs: 0GitHub stars: —
C
Custovox Sentiment
Custovox AI customer sentiment analysis MCP server
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —