Variance Log
Logs statistically unusual events in conversations to a SQLite database for later analysis.
About
Variance Log is an agentic tool designed to monitor conversations and log statistically unusual events, providing context and reasoning for each logged instance. Built using the Model Context Protocol (MCP), it seamlessly integrates with MCP-compatible clients such as Claude Desktop. It utilizes a SQLite database to store logged events, allowing for querying, analysis, and monitoring of conversational patterns. The tool tracks conversation patterns, identifies unusual events based on defined probability classes (HIGH, MEDIUM, LOW), and facilitates the understanding of user interactions by logging them with context and reasoning.
Key Features
- Logs unusual conversation events to a SQLite database.
- Provides context and reasoning for each logged event.
- Integrates with MCP-compatible clients.
- Offers querying capabilities to analyze logged data.
- Monitors conversation patterns based on probability classes.
Use Cases
- Analyze logged data to identify patterns of user behavior.
- Automatically log unusual claims or statements during conversations.
- Query logs to investigate specific events or interactions.
Sponsored