qualitycoach

Quality Coach MCP server that provides tactical advice on improving code repository for quality improvement initiatives.

CommunityDegradedAPI key requiredGlobalFreeRead-only

What it can do

  • Test Strategy: Analyses a GitHub repository and produces a prioritised four-pass test strategy.

What data it sees

Do you need an account

An API key from the service settings is required

Quality Coach MCP server that provides tactical advice on improving code repository for quality improvement initiatives. Designed to not only improve quality but also to appropriately measure the imrpovement.

Can be run by a quality coach or engineering manager or any team member with access to code repositories.

This MCP Server is not available for public use yet. This MCP has an auth layer requiring an api key.

How to connect

How to connect qualitycoach to Claude

The server address to paste into Claude settings:

https://qualitycoach.run.tools

  1. Open Claude (claude.ai or the desktop app).
  2. Go to Settings → Connectors.
  3. Click Add custom connector.
  4. Paste the server address copied below into Remote MCP server URL and click Add.
  5. In a chat, click + → Connectors and switch the new connector on.

Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.

Authorization

After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.

How to connect qualitycoach to ChatGPT

The server address to paste into ChatGPT settings:

https://qualitycoach.run.tools

  1. Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
  2. Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
  3. Open Settings → Connectors and click Create.
  4. Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
  5. Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
  6. In a new chat open + → Apps/Connectors and enable the connector.

OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.

Authorization

On first use ChatGPT opens the service's sign-in window. Sign in and approve access.

How to connect qualitycoach to Cursor

The server address to paste into Cursor settings:

https://qualitycoach.run.tools

Fastest: click Open in Cursor below and confirm the prompt.

Manually:

  1. In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
  2. Paste the JSON copied below into ~/.cursor/mcp.json (per project: .cursor/mcp.json in the repo root).
  3. Save the file. The server appears in the MCP list; authorize it there if asked.

Authorization

If the service needs sign-in, an authorize button appears next to the server in the MCP list.

Server tool list (1)

Raw names from tools/list. Only developers need these.

test_strategyAnalyses a GitHub repository and produces a prioritised four-pass test strategy.