GitLab
Exposes the entire GitLab REST API as 1006 MCP tools across 162 domain sub-packages for AI-driven GitLab management.
This MCP server provides comprehensive coverage of the GitLab API through 1006 individual tools organized into 162 domain packages covering projects, merge requests, issues, pipelines, CI/CD, groups, users, wikis, and administrative settings. It also includes 28 meta-tools for token-efficient domain dispatch, 11 LLM-assisted sampling actions, 24 resources, and 38 AI-optimized prompts. Built in Go as a single static binary, it connects to cloud or self-hosted GitLab via API token authentication.
Connection
- streamable_http · auth: api_key · free —
https://gitlab-mcp-server.fly.dev/
Source
Repository: https://github.com/jmrplens/gitlab-mcp-server
Maintain GitLab?
Let people know it's listed here — add the badge (live metrics, light/dark aware) or a plain link to your README or docs.
[GitLab on getagentictools](https://getagentictools.com/mcp/jmrplens-gitlab-mcp-server?ref=badge) Related mcp
VMware Workstation Pro Automates VMware Workstation Pro virtual machines through REST API, vmrun wrapper, and vmcli integration for complete VM lifecycle
Prometheus Integrates with Prometheus to query and analyze time-series metrics data for real-time system monitoring and performance insights.
Kingdee K3Cloud Query and operate Kingdee K3Cloud ERP systems through natural language with 15 tools for reading, writing, and auditing business r
Plausible Analytics Queries Plausible Analytics traffic metrics, conversions, and period comparisons via MCP.
Cypress Cloud Access Cypress test results and accessibility reports directly in your AI workflow.
Homelab Infrastructure Unified access to homelab infrastructure through Docker/Podman containers, Ollama AI models, Pi-hole DNS, Unifi networks, UPS moni