MCP ServerSTDIOOfficialv0.8.0

mcp-gitlab MCP Server

MCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues, code review.

io.github.vish288/mcp-gitlab

Hosted URL

https://github.com/vish288/mcp-gitlab

Transport

STDIO

Auth

2 required env vars

Connect to mcp-gitlab

Hosted endpoint — paste into any MCP client.

https://github.com/vish288/mcp-gitlab

Configuration this server reads at startup.

GITLAB_TOKENRequiredSecret
GitLab personal access token (also accepts GITLAB_PAT or GITLAB_API_TOKEN)
GITLAB_URLRequired
GitLab instance URL (e.g. https://gitlab.com)
GITLAB_READ_ONLY
Restrict to read-only operations (true/false)

Where to find authoritative docs and source for mcp-gitlab.

Open MCP Agent Studio and connect this server to Claude, GPT, Gemini, DeepSeek and more — no install required.

mcp-context-server

An MCP server that provides persistent multimodal context storage for LLM agents.

SmartMemory

Neuro-symbolic memory for LLMs (POC)

remote-mcp-server

Coupler.io remote MCP server

trip-planner

AI-native trip planning with flights, activities, accommodations, tasks, and maps.