What embedding model does MCP SOP Server use?
The server uses `sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2` by default for Italian language support, configurable in `document_searcher.py`.
@dadapera
基本信息
A Model Context Protocol (MCP) server for accessing and searching Standard Operating Procedures (SOPs) with Italian language support.
使用下面的配置,将此服务器添加到你的 MCP 客户端。
{
"mcpServers": {
"mcp-sop-server": {
"command": "python",
"args": [
"-m",
"venv",
"venv"
]
}
}
}工具列表暂未提供
当前收录暂时没有可展示的工具列表,不代表服务没有工具。请查阅项目文档了解支持的能力。
工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。
MCP SOP Server is a Model Context Protocol (MCP) server for accessing and searching Standard Operating Procedures (SOPs) with Italian language support. It provides AI agents with semantic search, category browsing, and procedural guidance using ChromaDB, Sentence Transformers, and RAG.
Install by cloning the repository, creating a Python virtual environment, installing dependencies from requirements.txt, and placing SOP documents (PDF/DOCX) in a sop_documents/ directory organized by category folders. Configure your MCP client (e.g., Claude Desktop) to point to the server’s main.py using the full path to the virtual environment’s Python executable. The server starts automatically by the client or manually with python main.py. Tools include search_sop_documents, get_sop_guidance, list_sop_categories, get_sop_by_category, refresh_sop_database, and get_server_status.
The server uses `sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2` by default for Italian language support, configurable in `document_searcher.py`.
Documents are indexed in a local ChromaDB database stored in the `chroma_db/` directory relative to the project root. Source SOPs must be placed in a `sop_documents/` folder organized by category.
PDF and DOCX files are supported. Additional formats can be added by extending the `DocumentProcessor` class.
Text chunking parameters (default 1000 characters with 200 overlap) can be changed in `src/mcp_sop_server/document_processor.py`.
The README describes only local MCP client configuration (e.g., Claude Desktop) via stdio transport. No authentication mechanisms or network transports are mentioned.

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