mcp-limitless
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The Scientifically Validated Speech Vitality Index is a model context protocol server that provides analysis of conversational speech patterns using empirically validated metrics.
The Scientifically Validated Speech Vitality Index is a model context protocol (MCP) server designed to analyze conversational speech patterns from Limitless Pendant recordings. This server focuses on providing scientifically validated metrics derived from real-world transcription data analysis, distinguishing itself from speculative biomarker approaches. The server's implementation is based on empirical validation using over 2,500 conversation segments, ensuring that only reliable and interpretable metrics are used. The server supports real-time analysis through the Limitless API, allowing users to process conversations as they happen. It also includes features such as engagement, fluency, and interaction pattern analysis, as well as context recognition and data quality assessment. The server is particularly useful for applications in cognitive health monitoring, communication effectiveness assessment, and social interaction analysis.
Features
- Validated Speech Metrics: Provides metrics based on empirical analysis of over 2,500 conversation segments.
- Multi-Dimensional Analysis: Analyzes engagement, fluency, and interaction patterns in conversations.
- Context Recognition: Automatically detects conversation types such as presentations, discussions, and casual talks.
- Data Quality Assessment: Offers transparent reliability scoring and confidence intervals for data analysis.
- Real-time Analysis: Processes conversations in real-time through the Limitless API.
Tools
speechclock
Get your scientifically validated Speech Vitality Index.
speechage
Get your scientifically validated Speech Vitality Index.