10 actions in 8 pieces of software · ranked by words, meaning and measured trust · 640 ms

1. 1emotion-englishverified and signedpassport

   modelrecord201,088 downloads/month

   • text-classification

     Task: text-classification

2. 2OmniDimen-V1.2-4B-Emotionverified and signedpassport

   modelrecord23 downloads/month

   • text-generation

     Task: text-generation

3. 3universal-emotionverified and signedpassport

   skilldylantarre/animation-principlesrecord

   • universal-emotion

     Use when you need to achieve any emotional outcome through animation—provides a framework for mapping Disney principles to any target emotion.

4. 4Emotion MCPfound in code, not yet checkedno passport yet
   • change_expression

     立ち絵の表情を変更します。現在の心境に合った表情とトランジション効果を指定してください。

5. 5Psycholinguistic Text Analyticsverified and signedpassport

   APIrecord

   • ekman-emotion

     Emotion Analysis

   • emotion

     Emotion Analysis

6. 6Emotion Dataset Analysis MCP Serverdemo or tutorialno passport yet

   MCP servercegme/cis6930sp26-assignment1.5

   • analyze_emotion_distribution

     Get the distribution of emotions in the dataset.

   • count_by_emotion

     Count samples for a specific emotion.

7. 7Qwen3-TTS Emotion Tagsdemo or tutorialno passport yet

   MCP serverrecord

   • qwen3_tts_emotion_tags_demo_generate_speech

     Synthesize speech with an optional emotion tag. Returns: (audio as (sample_rate, waveform), status message)

8. 8mcp-emotiondemo or tutorialno passport yet

   MCP serverleovoon/mcp-emotion

   • analyzeEmotion

     Analyze text for emotions and provide interpretations