pulsemcp scanned Safe content atomic mcp-remote

GitLab Code Review

The GitLab MCP for Code Review server enables AI assistants like Claude to interact directly with GitLab's merge requests through the GitLab API. Built on FastMCP and adapted from a Gerrit code review implementation, this Python-based server provides tools for analyzing merge requests, viewing file diffs, comparing versions, managing reviews, and retrieving project information. It handles authentication via GitLab personal access tokens and includes robust error handling for API requests. The implementation is particularly valuable for developers seeking AI assistance with code reviews without leaving their workflow, allowing assistants to fetch complete merge request details, add comments, approve changes, and analyze code differences across branches or commits.

Cognium trust score

64%

Tier

Scanned

Composite of vulnerability cleanliness, spec conformance, provenance, stability, and usage signals — scanned and weighted by Cognium. Human and agent signals are tracked separately. Last scanned 2026-09-02.

Scan details: Circle-IR · 2026-09-02 · Appeal

View full trust & usage report →

Metadata

Version: 1.0.0
Skill type: atomic
Execution layer: mcp-remote
Category: version-control
Source: PulseMCP
Repository: github.com/mehmetakinn/gitlab-mcp-code-review
Author type: human
Last scanned: 2026-09-02
Updated: 2026-09-02

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MCP

Resolve GitLab Code Review from your agent

Streamable HTTP transport at https://api.skillsregistry.net/mcp. No auth for read tools. Discovery: .well-known/mcp.json.

One command in your shell — Claude Code wires it up and verifies the connection. Run /mcp in any session to confirm.

claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp

Swap --scope user for --scope project to commit it to .mcp.json.

Your client Same endpoint everywhere; only the config key differs. The full list is in the descriptor.

Claude Desktop · Settings → Connectors → Add custom connector

https://api.skillsregistry.net/mcp

Paste the URL as the connector endpoint. No authentication.

ChatGPT · Settings → Connectors → Create (developer mode) → MCP server URL

https://api.skillsregistry.net/mcp

Authentication: none. Works in chat and deep research — the server exposes the connector search and fetch tools.

Codex CLI · ~/.codex/config.toml

[mcp_servers.skillsregistry]
url = "https://api.skillsregistry.net/mcp"