pulsemcp Safe content atomic mcp-remote

GitLab Code Review

MCP server for GitLab code review that provides AI assistants with comprehensive merge request analysis and interaction capabilities through the GitLab REST API. The implementation offers tools for fetching merge request details, diffs, and comments, comparing commits and branches, adding review comments with optional line-specific positioning, and managing approvals/unapprovals. Built with FastMCP and featuring robust authentication handling, URL encoding for project paths, and detailed error reporting, it serves development teams who need AI-powered code review assistance for GitLab workflows, enabling automated analysis of code changes, intelligent comment generation, and streamlined review processes across both GitLab.com and self-hosted instances.

Cognium trust score

50%

Tier

Unverified

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

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Metadata

Version: 1.0.0
Skill type: atomic
Execution layer: mcp-remote
Category: version-control
Source: PulseMCP
Repository: github.com/lininn/gitlab-code-review-mcp
Author type: human
Updated: 2026-04-25

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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"