GitLab Code Review MCP
Rank #55,241glama/lininn/gitlab-code-review-mcp
Enables AI assistants to review GitLab merge requests by fetching diffs, analyzing code changes, adding comments, and managing approvals through the GitLab API. Supports comprehensive merge request analysis and version comparison for automated code review workflows.
What you can do with GitLab Code Review MCP
GitLab Code Review MCP is a Model Context Protocol (MCP) server published by lininn. It ranks #55,241 of 151,203 active servers on MCP Toplist, and its repository has 3 GitHub stars. GitLab Code Review MCP is listed across 2 registries — Glama and PulseMCP; no version information is available from the registries that list it or from its repository. It was first listed on Aug 26, 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 Code Review MCP 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 Code Review MCP
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 Code Review MCP 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 Code Review MCPyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Aug 26, 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
- PulseMCP ↗listed since Jun 4, 2026 · still listed
Do you maintain GitLab Code Review MCP? to correct or enrich this profile.
Version information unavailable
The registries that list this server do 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 95,962 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%2Flininn%2Fgitlab-code-review-mcp)<a href="https://mcptoplist.com/server/glama%2Flininn%2Fgitlab-code-review-mcp"><img src="https://mcptoplist.com/badge/glama%2Flininn%2Fgitlab-code-review-mcp.svg" alt="MCP Toplist: Top 50% of 151,203" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains GitLab Code Review MCP?
- GitLab Code Review MCP is maintained by lininn, which publishes 2 MCP servers (5 total versions) tracked on MCP Toplist.
- Is GitLab Code Review MCP listed on the Official MCP Registry?
- GitLab Code Review MCP is not on the Official MCP Registry. It is listed on Glama and PulseMCP.
- How many versions does GitLab Code Review MCP have?
- Version information is unavailable for GitLab Code Review MCP: 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 Code Review MCP?
- The source code for GitLab Code Review MCP is hosted at github.com/lininn/gitlab-code-review-mcp.
Do you run this server?
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