a year ago
research-and-dataA Model Context Protocol (MCP) server for accessing and searching Standard Operating Procedures (SOPs) with Italian language support.
Overview
what is MCP SOP Server?
MCP SOP Server is a Model Context Protocol (MCP) server designed for accessing and searching Standard Operating Procedures (SOPs) with support for the Italian language.
how to use MCP SOP Server?
To use the MCP SOP Server, clone the repository, set up a virtual environment, install dependencies, and organize your SOP documents in the specified directory structure. Start the server using the command python main.py.
key features of MCP SOP Server?
- 🇮🇹 Italian Language Support: Optimized for processing Italian text.
- 📄 Multi-format Support: Handles PDF and DOCX documents.
- 🔍 Semantic Search: Allows searching based on meaning rather than keywords.
- 📁 Category Filtering: Enables searching within specific SOP categories.
- 🤖 AI-Ready: Provides structured responses suitable for LLM consumption.
- ⚡ Fast Retrieval: Utilizes ChromaDB for efficient vector-based search.
- 🚀 Lazy Initialization: Starts quickly, indexing documents on the first request.
use cases of MCP SOP Server?
- Searching for specific SOPs in Italian.
- Retrieving guidance for handling specific situations based on SOPs.
- Browsing SOPs by category for better organization.
FAQ from MCP SOP Server?
- Can the MCP SOP Server handle documents in languages other than Italian?
The server is optimized for Italian, but it can process documents in other languages if properly configured.
- Is there a limit to the number of SOP documents I can upload?
The server can handle a large number of documents, but performance may vary based on system resources.
- How do I update the SOP documents?
Simply replace the documents in the
sop_documents/directory and refresh the database using the provided tools.