10 actions in 9 pieces of software · ranked by words, meaning and measured trust · 632 ms

1. 1tradepulse-finbert-sentimentverified and signedpassport

   modelrecord19,336 downloads/month

   • text-classification

     Task: text-classification

2. 2FinBERT Financial Sentimentverified and signedpassport

   MCP serverrecord

   • finbert_demo_classify

     Classify the sentiment of a piece of financial text as positive, negative, or neutral.

3. 3alphaear-sentimentverified and signedpassport

   skillrkiding/awesome-finance-skillsrecord

   • alphaear-sentiment

     Analyze finance text sentiment using FinBERT or LLM. Use when the user needs to determine the sentiment (positive/negative/neutral) and score of financial text markets.

4. 4finance-sentimentverified and signedpassport

   skillhimself65/finance-skillsrecord

   • finance-sentiment

     Fetch normalized stock sentiment across Reddit, X.com, financial news, and Polymarket from the Adanos Finance API: buzz score, bullish percentage, mention or trade counts, and trend. Use this skill whenever the user asks how much a stock is being discussed or how hot it is on social platforms, how m

5. 5finbert-pretrainverified and signedpassport

   modelrecord99,696 downloads/month

   • fill-mask

     Task: fill-mask

6. 6Sentiment402 MCP Adapterfound in code, not yet checkedno passport yet
   • get_tradfi_pulse

     Get TradFi market sentiment pulse

7. 7claude-tradingagentsfound in code, not yet checkedno passport yet

   MCP servernamikos/claude-tradingagents

   • finbert_score

     Finance-tuned BERT (ProsusAI/finbert) sentiment classifier.

8. 8TradingAgentfound in code, not yet checkedno passport yet
   • get_sentiment

     Analyze news sentiment for a symbol using FinBERT.

   • get_market_mood

     Aggregate FinBERT sentiment across the top 10 symbols to gauge overall market mood.

9. 9market-agentfound in code, not yet checkedno passport yet

   MCP serverdivyanshjain2022-rgb/market-agent

   • get_sentiment_snapshot

     Compute sentiment snapshot with FinBERT-first path, trends integration, Reddit pulse, and MF flow proxy.