MRConfluenceLinker MCP Server

This project provides an MCP (Model Control Protocol) server that integrates GitLab merge request analysis with Confluence documentation. It allows

Local serverstdioPython

What is the MRConfluenceLinker MCP Server?

This project provides an MCP (Model Control Protocol) server that integrates GitLab merge request analysis with Confluence documentation. It allows you to fetch

What the server does

  • Fetch merge request details from GitLab
  • Analyze code changes in merge requests
  • Generate detailed reports including:
  • Basic merge request information
  • Code change statistics
  • File type analysis

Credentials and setup notes

  • Python 3.8 or higher - GitLab account with API access - Confluence account (optional, for storing analysis results) - Access to the required GitLab project(s)

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Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
mr_idThe merge request ID to analyze

Configuration

  • Python 3.8 or higher - GitLab account with API access - Confluence account (optional, for storing analysis results) - Access to the required GitLab project(s)
VariableDescriptionRequired
GITLAB_URLEndpoint or connection string the server talks to.Yes
GITLAB_TOKENCredential the server authenticates with.Yes
GITLAB_PROJECT_IDConfiguration value read at startup.Optional
CONFLUENCE_URLEndpoint or connection string the server talks to.Yes
CONFLUENCE_TOKENCredential the server authenticates with.Yes

Example prompts to try

  • “Use MRConfluenceLinker to Parameters.”
  • “Use MRConfluenceLinker to mr id.”

Frequently asked questions

This project provides an MCP (Model Control Protocol) server that integrates GitLab merge request analysis with Confluence documentation. It allows you to fetch Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.