mcp-variance-log
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MCP Variance Log is a tool built with the Model Context Protocol to monitor and log unusual conversation patterns into a SQLite database. It is designed to work seamlessly with Claude Desktop and offers features for querying and schema management.
MCP Variance Log
Agentic tool designed to identify statistical variations in conversational structures, logging unusual events to a SQLite database. Built using the Model Context Protocol (MCP) for compatibility with Claude Desktop and other MCP clients.
Requirements
- Python ≥3.10
- MCP ≥1.2.0
- SQLite3
- UV Python package
Usage
- Monitors interactions to log MEDIUM or LOW probability events silently.
- Logs contain context and reasoning without disrupting conversation flow.
Tools
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Monitoring
- Logs unusual patterns as MEDIUM or LOW events.
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Querying: Facilities to read logs, execute SQL queries, and manage database schema.