MCP Chat Analysis Server

What is this MCP

This MCP is a server for semantic analysis of chat conversations using vector embeddings and knowledge graphs. It enables advanced chat analysis capabilities including semantic search, concept extraction, and conversation pattern analysis.

How to use this MCP

Install via pip, configure database connections, and run the server. Integrate with Claude Desktop via MCP configuration or use the provided tools (import_conversations, semantic_search, analyze_metrics, extract_concepts) through API calls.

What this MCP can be used for

Analyzing chat data for insights, building knowledge graphs from conversations, performing semantic search across message history, and extracting meaningful patterns from dialogue interactions.