Go MCP server for GitLab: 2 dynamic tools reach ~876 actions on Free/CE, up to ~1103 on Ultimate.
Connect Remote server
claude mcp add --transport http gitlab-mcp-server https://mcp.jmrp.io/gitlab --header "Authorization: Bearer <YOUR_API_KEY>"
{
"mcpServers": {
"gitlab-mcp-server": {
"url": "https://mcp.jmrp.io/gitlab",
"headers": {
"Authorization": "Bearer <YOUR_API_KEY>"
}
}
}
}
{
"servers": {
"gitlab-mcp-server": {
"type": "http",
"url": "https://mcp.jmrp.io/gitlab",
"headers": {
"Authorization": "Bearer <YOUR_API_KEY>"
}
}
}
}
Settings > Connectors > Add custom connector
URL: https://mcp.jmrp.io/gitlab
Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.
Tools
This server asks for a key before it lists its tools. Connect it with your own key to see them.
Headers
| Name | Description |
|---|---|
AuthorizationOptional, secret | Bearer <token>. The endpoint runs in OAuth mode: a client that speaks the OAuth flow needs no header at all and discovers the authorization server from the 401 challenge. A GitLab personal access token also works here, sent as 'Bearer glpat-...', which keeps clients with no OAuth flow working. It t… |
Details
| Endpoint | https://mcp.jmrp.io/gitlab (Streamable HTTP) |
| Package | https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.4.0/[email protected] (MCPB, stdio) |
| Package | https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.4.0/[email protected] (MCPB, stdio) |
| Package | https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.4.0/[email protected] (MCPB, stdio) |
| Package | ghcr.io/jmrplens/gitlab-mcp-server:3.4.0@sha256:a0ef01843875161060ec89225fe4091f95a7ae2a8984286a435752fc6089dcbb (OCI, stdio) |
| Package | docker.io/jmrplens/gitlab-mcp-server:3.4.0@sha256:a0ef01843875161060ec89225fe4091f95a7ae2a8984286a435752fc6089dcbb (OCI, stdio) |
| Package | @jmrp.io/[email protected] (NPM, stdio) |
| Package | [email protected] (PYPI, stdio) |
| Package | [email protected] (NUGET, stdio) |
| First published | 31 Oct 2026 |
| Last updated | 31 Oct 2026 |
| Registry name | io.github.jmrplens/gitlab-mcp-server |
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