servers.mcp_server

MCP Academic RAG Server

This MCP server provides tools for academic document processing and querying using a Retrieval-Augmented Generation (RAG) pipeline.

Functions

get_document_info(arguments)	Get information about a processed document.
handle_call_tool(name, arguments)	Handle tool calls from the MCP client with enhanced error handling and resource management.
handle_list_tools()	List available tools for the MCP client.
initialize_system()	Initialize the academic RAG system using dependency injection
list_sessions(arguments)	List all chat sessions.
main()	Main function to run the MCP server.
process_document(arguments)	Process a document through the processing pipeline.
query_documents(arguments)	Query documents using the RAG pipeline.
validate_environment()	Validate required environment variables and system requirements

servers.mcp_server.validate_environment()

Validate required environment variables and system requirements

servers.mcp_server.initialize_system()

Initialize the academic RAG system using dependency injection

async servers.mcp_server.handle_list_tools()

List available tools for the MCP client.

async servers.mcp_server.handle_call_tool(name, arguments)

Handle tool calls from the MCP client with enhanced error handling and resource management.

async servers.mcp_server.process_document(arguments)

Process a document through the processing pipeline.

async servers.mcp_server.query_documents(arguments)

Query documents using the RAG pipeline.

async servers.mcp_server.get_document_info(arguments)

Get information about a processed document.

async servers.mcp_server.list_sessions(arguments)

List all chat sessions.

async servers.mcp_server.main()

Main function to run the MCP server.