QCDatabase.AI MCP server

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QC Database MCP Server

A small program that lets an AI assistant (like Claude) do your everyday QC Database work for you — set the project you're working on, upload records, read what the AI pulled off a document, and find and close out the items still needed for a complete, traceable turnover package.

It runs on your own computer. Your AI assistant talks to it; it talks to QCDatabase.AI on your behalf, using your own login.

Built on the official Model Context Protocol Python library and the QC Database MCP specification — published at qcdatabase.ai/mcpserverspec.md and kept in this repo as mcpserverspec.md.

What you can ask your assistant to do

Once it's connected, you can talk to it in plain language. For example:

across your project data, ranked by relevance.

• "Connect to QC Database." → signs you in (opens your browser once).
• "Work on the Riverside Unit 2 project." → pins that project for the session.
• "Upload this MTR to the Mill Test Reports folder."
• "What's still missing for turnover on this project?"
• "Show me the open reference requests assigned to me."
• "Find welds that failed X-ray near line 12." → meaning-based (semantic) search

QC Database user manual, so you can learn the app without leaving your assistant.

• "How do I create a test package in QC Database?" → answers from the built-in

recorded under your name — that's your call, not the AI's).

• "Attach this photo to that weld."
• "Mark this inspection complete." (it will remind you that the sign-off is

Before you start

You need Python 3.10 or newer on your computer.

python.org/downloads. During the python.org install, tick "Add Python to PATH."

• Windows: install from the Microsoft Store (search "Python") or from

python.org/downloads.

• Mac: brew install python or get it from

To check it's installed, open a terminal (PowerShell on Windows, Terminal on Mac) and run:

python --version

You should see Python 3.10 or higher. (On some Macs the command is python3.)

Install

From a terminal, in this folder:

pip install .

That's it. This installs the server and a command called qcdatabase-mcp.

If pip isn't found, try python -m pip install . (or python3 -m pip install .).

Install in Claude Desktop

Claude Desktop launches this server for you and shows its tools in your chats. Set it up once:

1. Install the Claude Desktop app

If you don't have it, download it from claude.ai/download and sign in.

2. Open the config file

In Claude Desktop:

(Windows: menu ☰ → File → Settings; Mac: Claude → Settings).

1. Open Settings

1. Go to the Developer tab.
2. Click Edit Config.

This opens (and, if needed, creates) a file named claudedesktopconfig.json. You can also open it directly:

• Windows: %APPDATA%\Claude\claudedesktopconfig.json
• Mac: ~/Library/Application Support/Claude/claudedesktopconfig.json

3. Add the QC Database server

Put this in the file. If the file already has other servers, just add the "qcdatabase" block inside the existing "mcpServers" section.

Windows:

{
  "mcpServers": {
    "qcdatabase": {
      "command": "python",
      "args": ["-m", "qcdatabase_mcp"]
    }
  }
}

Mac (Python is usually python3 there):

{
  "mcpServers": {
    "qcdatabase": {
      "command": "python3",
      "args": ["-m", "qcdatabase_mcp"]
    }
  }
}

Save the file.

Shortened. The full README is on GitHub.