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MCP SOP Server

@dadapera

代码仓库

基本信息

分类

其他

传输方式

stdio

作者

dadapera

关于 MCP SOP Server

A Model Context Protocol (MCP) server for accessing and searching Standard Operating Procedures (SOPs) with Italian language support.

MCP SOP Server 配置

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"
      ]
    }
  }
}

MCP SOP Server 工具

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。

概览

What is MCP SOP Server?

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.

How to use MCP SOP Server?

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.

Key features of MCP SOP Server

  • Italian language support via multilingual embeddings
  • Processes PDF and DOCX documents
  • Semantic search based on meaning, not keywords
  • Category filtering for refined searches
  • Lazy initialization for fast startup
  • Efficient vector-based search with ChromaDB

Use cases of MCP SOP Server

  • Search company SOP documentation using natural language queries
  • Retrieve relevant procedures for specific workplace situations
  • Browse all SOPs within a given category
  • Refresh the database when SOP documents are updated
  • Get server status and collection statistics

常见问题

1

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`.

2

Where are documents stored and indexed?

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.

3

What document formats are supported?

PDF and DOCX files are supported. Additional formats can be added by extending the `DocumentProcessor` class.

4

How can I adjust chunk size for text processing?

Text chunking parameters (default 1000 characters with 200 overlap) can be changed in `src/mcp_sop_server/document_processor.py`.

5

Does the server support authentication or remote transport?

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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