How do I install gitlab-mcp-swift?

Its README did not state an install command plainly enough for us to quote one, so we do not guess. The repository has the instructions: https://github.com/doozMen/gitlab-mcp-swift

Is gitlab-mcp-swift official and is it maintained?

We found nothing naming it as a vendor’s official server. Its repository has 1 GitHub star and its state in our directory is stale. Its last commit we recorded was on 2025-06-16.

What licence does gitlab-mcp-swift use?

The repository declares the MIT licence.

InfratoApp / Resources / MCP servers / gitlab-mcp-swift

gitlab-mcp-swift

gitlab-mcp-swift is an MCP server, listed under version control. It reaches gitlab. Its repository has 1 GitHub star and is licensed under MIT; we last read it on 2026-10-22.

This GitLab MCP server, written in Swift, connects to GitLab and provides CLI integration for AI assistants via the Model Context Protocol.

Install

MCP servers are packaged differently from each other -- some run via npx, some as a Docker image, some as a plain script you clone and run. gitlab-mcp-swift’s own README did not state one plainly enough for this page to quote it rather than guess, so it will not guess. The repository below states it.

Read gitlab-mcp-swift’s own install instructions ↗

What it reaches, and what it needs

Reaches

gitlab

Credential

○ none found

Maintenance

Stars

State

stale

Licence

MIT

From the repository

GitLab MCP server written in Swift - Provides GitLab CLI integration for AI assistants via Model Context Protocol

View on GitHub ↗2026-10-22

gitlab-mcp-swift compared with similar servers

gitlab-mcp-swift compared with the closest alternatives, by services reached, credentials, stars, last update and licence
Server	Reaches	Needs	Stars	Last update	Licence
gitlab-mcp-swift (this page)	gitlab	None listed	1	2025-06-16	MIT
gitlab-mr-mcp	gitlab(1 shared)	MR_MCP_GITLAB_TOKEN	94	2026-10-19	MIT
grasp	github, gitlab(1 shared)	GITHUB_TOKEN	30	2026-09-07	NOASSERTION
gitlab-mcp-server	gitlab, npm(1 shared)	NPM_CONFIG_TOKEN	10	2026-02-19	MIT
mcp-proxy	github	API_ACCESS_TOKEN, GITHUB_PERSONAL_ACCESS_TOKEN	2,805	2026-10-14	MIT
cve-mcp-server	abuseipdb, github, greynoise, nvd, shodan, urlscan, virustotal, vulncheck	ABUSEIPDB_KEY, GITHUB_TOKEN, GREYNOISE_API_KEY, NVD_API_KEY, SHODAN_KEY, URLSCAN_KEY, VIRUSTOTAL_KEY, VULNCHECK_TOKEN	1,633	2026-10-01	Apache-2.0

Ranked by services in common with gitlab-mcp-swift, then by stars. Figures are from each repository when we last read it.

Common questions about gitlab-mcp-swift

What does gitlab-mcp-swift do?: This GitLab MCP server, written in Swift, connects to GitLab and provides CLI integration for AI assistants via the Model Context Protocol.
How do I install gitlab-mcp-swift?: Its README did not state an install command plainly enough for us to quote one, so we do not guess. The repository has the instructions: https://github.com/doozMen/gitlab-mcp-swift
What does gitlab-mcp-swift connect to, and what does it need?: It reaches gitlab.
Is gitlab-mcp-swift official and is it maintained?: We found nothing naming it as a vendor’s official server. Its repository has 1 GitHub star and its state in our directory is stale. Its last commit we recorded was on 2025-06-16.
What licence does gitlab-mcp-swift use?: The repository declares the MIT licence.

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