GitLab MCP Server
Rank #100,838glama/bioanywhere/mcp-gitlab-mcp-server-elchavo
Enables AI assistants to interact with GitLab projects, allowing users to query merge requests, view code reviews and discussions, check pipeline test results, and respond to comments through natural language chat commands.
What you can do with GitLab MCP Server
GitLab MCP Server is a Model Context Protocol (MCP) server published by bioanywhere. It ranks #100,838 of 151,203 active servers on MCP Toplist. GitLab MCP Server is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on Dec 10, 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 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 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 23, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect GitLab 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 MCP Serveryet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Dec 10, 2025
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Glama, last synced Oct 23, 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 23, 2026
- Glama ↗listed since Apr 26, 2026 · still listed
Do you maintain GitLab MCP Server? to correct or enrich this profile.
Version information unavailable
The registry that lists this server does not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 50,365 of 151,203 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%2Fbioanywhere%2Fmcp-gitlab-mcp-server-elchavo)<a href="https://mcptoplist.com/server/glama%2Fbioanywhere%2Fmcp-gitlab-mcp-server-elchavo"><img src="https://mcptoplist.com/badge/glama%2Fbioanywhere%2Fmcp-gitlab-mcp-server-elchavo.svg" alt="MCP Toplist: #100,838 of 151,203" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains GitLab MCP Server?
- GitLab MCP Server is maintained by bioanywhere, which publishes 25 MCP servers tracked on MCP Toplist.
- Is GitLab MCP Server listed on the Official MCP Registry?
- GitLab MCP Server is not on the Official MCP Registry. It is listed on Glama.
- How many versions does GitLab MCP Server have?
- Version information is unavailable for GitLab MCP Server: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- Where can I find the source code for GitLab MCP Server?
- The source code for GitLab MCP Server is hosted at github.com/bioanywhere/mcp-gitlab-mcp-server-elchavo.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.