# GitLab MCP Server

> Go MCP server for GitLab: 2 dynamic tools reach ~876 actions on Free/CE, up to ~1103 on Ultimate.

- name: io.github.jmrplens/gitlab-mcp-server
- version: 3.3.0
- connection class: R2 (oauth_consent_once)
- trust: 96/100
- quality: 83/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.jmrplens%2Fgitlab-mcp-server
- tools: https://api.protogrid.dev/v1/servers/io.github.jmrplens%2Fgitlab-mcp-server/tools

**An agent can connect after a one-time OAuth consent by a human.** Remote endpoint behind OAuth 2. Tokens stay with the agent; the registry only exposes the authorization metadata.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "gitlab-mcp-server": {
      "type": "http",
      "url": "https://mcp.jmrp.io/gitlab",
      "headers": {
        "Authorization": "Bearer ${GITLAB_MCP_SERVER_TOKEN}"
      }
    }
  }
}
```

Placeholders to fill: `${GITLAB_MCP_SERVER_TOKEN}`.

## Trust

- hygiene: 95
- liveness: 99
- freshness: 100
- provenance: 90
- drivers: +repository +namespace-matches-repo +website +reachable +uptime-97% +updated-0d-ago -unpinned-packages(2)
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 83/100 (good)

### protocol: n/a (weight 25)

- n/a `protocol.modern`, `protocol.stateless`, `protocol.transport`, `protocol.list_ttl`: no remote answered a protocol handshake (not probed yet, unreachable, or local-only)

### authorization: 83 (weight 15)

- pass `auth.prm`: Protected Resource Metadata (RFC 9728) published
- pass `auth.as_metadata`: authorization server metadata reachable
- warn `auth.cimd`: only Dynamic Client Registration, deprecated in 2026-07-28 in favour of CIMD
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: n/a (weight 30)

- n/a `tools.descriptions`, `tools.description_length`, `tools.schemas`, `tools.annotations`, `tools.directory_hints`, `tools.token_cost`, `tools.api_dump`: tool list unknown (behind auth, not probed, or empty)

### stability: n/a (weight 15)

- n/a `stability.changes`, `stability.rug_pull`: tool list unknown

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: dependencies not resolved yet

- tools: unknown
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.jmrplens/gitlab-mcp-server.svg)](https://protogrid.dev/servers/io.github.jmrplens/gitlab-mcp-server)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Dependencies

- npm @jmrp.io/gitlab-mcp-server@3.3.0: pending
- pypi jmrplens-gitlab-mcp-server@3.3.0: pending

Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0.

## Remotes

- https://mcp.jmrp.io/gitlab (streamable-http, auth oauth2, reachable true, uptime30d 0.9652174)

## Packages

- mcpb https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.3.0/gitlab-mcp-server-darwin.mcpb@3.3.0 secrets: GITLAB_TOKEN
- mcpb https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.3.0/gitlab-mcp-server-windows.mcpb@3.3.0 secrets: GITLAB_TOKEN
- mcpb https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.3.0/gitlab-mcp-server-linux.mcpb@3.3.0 secrets: GITLAB_TOKEN
- oci ghcr.io/jmrplens/gitlab-mcp-server:3.3.0@sha256:88784f176a65d934c4a181eb832a525e94f106f49189cb9c6fde907dd00cf19c secrets: GITLAB_TOKEN
- oci docker.io/jmrplens/gitlab-mcp-server:3.3.0@sha256:88784f176a65d934c4a181eb832a525e94f106f49189cb9c6fde907dd00cf19c secrets: GITLAB_TOKEN
- npm @jmrp.io/gitlab-mcp-server@3.3.0 secrets: GITLAB_TOKEN
- pypi jmrplens-gitlab-mcp-server@3.3.0 secrets: GITLAB_TOKEN
- nuget gitlab-mcp-server@3.3.0 secrets: GITLAB_TOKEN

## Tools (0)

_none observed_