GitLab MCP Server vs Gitlab MCP
A side-by-side look at the GitLab MCP Server and Gitlab MCP MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose GitLab MCP Server for version control work as a local process; choose Gitlab MCP for version control. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
Choose GitLab MCP Server when
- You need dedicated capabilities in the Version Control domain.
- You prefer a local stdio subprocess transport.
- You have the keys it needs:
GITLAB_TOKEN, GITLAB_API_URL. - You want tools like
browse_pipelines, manage_pipeline, browse_environments.
Choose Gitlab MCP when
- You need dedicated capabilities in the Version Control domain.
- Its auth model fits you: API key required.
- You have the keys it needs:
GITLAB_PERSONAL_ACCESS_TOKEN, GITLAB_API_URL.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | ||
|---|---|---|
| Category | Version Control | Version Control |
| Quality signal | 57/100 · Good | 36/100 · Fair |
| Install command | Confirmed | Not confirmed yet |
| Transport | Local subprocess (stdio) | — |
| Auth | Not declared | API key required |
| Pricing | Not declared | Not declared |
| Required env vars | GITLAB_TOKENGITLAB_API_URL | GITLAB_PERSONAL_ACCESS_TOKENGITLAB_API_URL |
| Verified owner | Community listing | Community listing |
| GitHub stars | 8 | 2,061 |
| Directory activity | 1 views 0 installs 0 upvotes | 0 views 0 installs 0 upvotes |
| Tools | 4 | Not listed |
| Full listing | View GitLab MCP Server | View Gitlab MCP |
Tools & capabilities
GitLab MCP Server tools 4
browse_pipelineslist, get, jobs, job, logs, triggersmanage_pipelinecreate, retry, cancelbrowse_environmentslist, get, list_deploymentsmanage_environmentcreate, update, stop, delete, update_deployment_status
Gitlab MCP tools
No tool names declared yet. Check the project README from the listing page.
Ready-to-paste client configs
Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.
GitLab MCP Server
{
"mcpServers": {
"gitlab-mcp-server-2": {
"command": "npx",
"args": [
"-y",
"@structured-world/gitlab-mcp"
],
"env": {
"GITLAB_TOKEN": "YOUR_GITLAB_TOKEN_HERE",
"GITLAB_API_URL": "YOUR_GITLAB_API_URL_HERE"
}
}
}
}
Gitlab MCP
No confirmed install command for Gitlab MCP yet — follow the setup steps linked from its listing page rather than a guessed package name.
Frequently asked questions
GitLab MCP Server is categorized under Version Control and uses a local stdio subprocess. Gitlab MCP belongs to Version Control and uses an install path we have not confirmed yet. Pick GitLab MCP Server for version control work and Gitlab MCP for version control.
Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client. Gitlab MCP has no confirmed install command yet — follow its own setup instructions.
GitLab MCP Server has no declared pricing — check the project's own site. Gitlab MCP has no declared pricing — check the project's own site. Auth: api key required. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.
Yes. MCP clients support multiple servers: add gitlab-mcp-server-2 and gitlab-mcp as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, GitLab MCP Server has a quality signal of 57/100 (Good) with 1 views, 0 installs and 8 GitHub stars. Gitlab MCP has 36/100 (Fair) with 0 views, 0 installs and 2,061 GitHub stars.