GitLab API MCP Server
Rank #38,890glama/sargonpiraev/gitlab-mcp-server
Enables AI assistants to interact with the GitLab API, providing over 1000 tools for managing groups, projects, users, and more through natural language.
What you can do with GitLab API MCP Server
GitLab API MCP Server is a Model Context Protocol (MCP) server published by sargonpiraev. It ranks #38,890 of 144,396 active servers on MCP Toplist. GitLab API MCP Server is listed on Glama, with 5 release tags tracked from its GitHub repository. It was first listed on Jul 16, 2025 and most recently updated on Jul 16, 2025.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What GitLab API MCP Server can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using GitLab API MCP Server
The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect GitLab API MCP Server and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for GitLab API MCP Serveryet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Jul 16, 2025
- Latest release tag
- Jul 16, 2025
- Version history
- 5 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 16, 2026
- Glama ↗listed since Jun 21, 2026 · still listed
Do you maintain GitLab API MCP Server? to correct or enrich this profile.
GitHub releases (5)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v1.4.0 | Jul 16, 2025 |
| v1.3.0 | Jul 16, 2025 |
| v1.2.0 | Jul 16, 2025 |
| v1.1.0 | Jul 16, 2025 |
| v1.0.0 | Jul 16, 2025 |
Ranks ahead of 105,506 of 144,396 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fsargonpiraev%2Fgitlab-mcp-server)<a href="https://mcptoplist.com/server/glama%2Fsargonpiraev%2Fgitlab-mcp-server"><img src="https://mcptoplist.com/badge/glama%2Fsargonpiraev%2Fgitlab-mcp-server.svg" alt="MCP Toplist: Top 50% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains GitLab API MCP Server?
- GitLab API MCP Server is maintained by sargonpiraev, which publishes 3 MCP servers (15 total versions) tracked on MCP Toplist.
- Is GitLab API MCP Server listed on the Official MCP Registry?
- GitLab API MCP Server is not on the Official MCP Registry. It is listed on Glama.
- How many versions does GitLab API MCP Server have?
- No registry surfaces explicit version metadata for GitLab API MCP Server; MCP Toplist tracks 5 release tags from its GitHub repository, most recently published on Jul 16, 2025.
- Where can I find the source code for GitLab API MCP Server?
- The source code for GitLab API MCP Server is hosted at github.com/sargonpiraev/gitlab-mcp-server.
Do you run this server?
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