MCP Chat Analysis Server
MCP server for semantic chat analysis. MCP Chat Analysis Server is a Model Context Protocol (MCP) server maintained by rebots-online. It connects to MCP-compatible clients such as Claude Desktop, Cursor, Cline, and other agents that speak the protocol. It exposes 4 tools, including import_conversations, semantic_search, analyze_metrics and extract_concepts, that an agent can call directly. It is categorized under AI/Analytics and Tool/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.
AIMCP authority
DR and traffic signal for the AIMCP public domain.
Frequently asked questions
What is the MCP Chat Analysis Server MCP server?
MCP Chat Analysis Server is a Model Context Protocol server from rebots-online. It lets MCP-compatible AI clients call its tools over a standard interface, so agents like Claude, Cursor, and Cline can use it without custom integration.
How do I connect MCP Chat Analysis Server to my AI client?
Add MCP Chat Analysis Server to your client's MCP configuration using the stdio or SSE connection shown in the usage examples on this page, then restart the client to load the server.
What tools does MCP Chat Analysis Server provide?
MCP Chat Analysis Server provides 4 tools: import_conversations, semantic_search, analyze_metrics and extract_concepts.
Is MCP Chat Analysis Server free to use?
MCP Chat Analysis Server is listed on AIMCP for free. Any API keys or accounts required by the underlying service are set by its provider.
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