
Claude Desktop
Desktop · Freemium · Proprietary
Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.
Version Control · Developer Tools

owayo/gitlab-mcp-server
An MCP server integrated with GitLab that provides functions to fetch failed pipeline logs, merge request comments and code changes to enhance AI assistants' development support.
{
"mcpServers": {
"gitlab-mcp": {
"command": "uv",
"args": [
"--directory",
"/path/to/this-mcp-server",
"run",
"main.py"
],
"env": {
"GITLAB_URL": "<GITLAB_URL>",
"GITLAB_PROJECT_NAME": "<GITLAB_PROJECT_NAME>",
"GITLAB_API_KEY": "<GITLAB_API_KEY>",
"GIT_REPO_PATH": "<GIT_REPO_PATH>"
}
}
}
}GITLAB_URLGITLAB_PROJECT_NAMEGITLAB_API_KEYGIT_REPO_PATHDetails on this page are taken from the project's README. Open README
Clients mentioned in this server's README:

opensumi/core
A framework helps you quickly build AI Native IDE products.

trpc-group/trpc-go
tRPC-Go, is the Go language implementation of tRPC, which is a pluggable, high-performance RPC framework.

Azure-Samples/AI-Gateway
New! The AI Gateway Dev Portal is now live — A starting point for building your own developer portal on top of Azure API Management AI Gateway's. Fork it, open it in VS Code with GitHub Copilot (or any coding agent), and shape it to fit your needs!

e2b-dev/mcp-server
Deprecated: This project is no longer actively maintained. It may not receive further updates or bug fixes.

adhikasp/mcp-git-ingest
A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.

zereight/gitlab-mcp
Documentation → Setup guides, environment variables, and the full tool reference live on the hosted docs site.