Limitless
Analyzes conversational speech patterns from Limitless Pendant recordings using scientifically validated metrics, offering AI-powered features for time queries, meeting detection, and action item extraction.
About
This Model Context Protocol (MCP) server provides a scientifically validated analysis of conversational speech patterns derived from Limitless Pendant recordings. Unlike speculative approaches, it exclusively utilizes empirically validated metrics to offer a comprehensive multi-dimensional analysis of engagement, fluency, and interaction patterns. The tool also incorporates advanced AI-powered features, including natural time queries, automatic meeting detection, action item extraction, daily summaries, and speaker analytics, all while assessing data quality with transparent reliability scores and confidence intervals. It's designed for real-time processing of conversations and offers robust support for various research applications.
Key Features
- 13 GitHub stars
- Validated Speech Metrics based on empirical analysis
- Automatic Action Item Extraction and Daily Summaries
- Multi-Dimensional Analysis: Engagement, Fluency, Interaction Patterns
- AI-powered Natural Time Queries for data retrieval
- Context Recognition for conversation types (presentation, discussion, casual, automated)
Use Cases
- Cognitive health monitoring in longitudinal studies
- Analyzing social interaction patterns for research and therapy
- Assessing communication effectiveness in various contexts