# io.github.vish288/mcp-gitlab

> GitLab MCP server (MCP 2026-07-28): projects, MRs, pipelines, CI/CD, issues; writes or read-only

- name: io.github.vish288/mcp-gitlab
- version: 0.21.0
- connection class: L0 (run_local_package)
- trust: 91/100
- quality: –/100 (not scored)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.vish288%2Fmcp-gitlab
- tools: https://api.protogrid.dev/v1/servers/io.github.vish288%2Fmcp-gitlab/tools

**Runs on your machine: something must execute the package.** Only local packages are published (npm, PyPI, OCI, …). The registry never executes them, so tools are unknown until you run it.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "mcp-gitlab": {
      "command": "uvx",
      "args": [
        "mcp-gitlab==0.21.0"
      ],
      "env": {
        "GITLAB_TOKEN": "${GITLAB_TOKEN}",
        "GITLAB_URL": "${GITLAB_URL}",
        "GITLAB_OAUTH_CLIENT_SECRET": "${GITLAB_OAUTH_CLIENT_SECRET}",
        "GITLAB_OAUTH_JWT_KEY": "${GITLAB_OAUTH_JWT_KEY}",
        "GITLAB_HTTP_BEARER_TOKEN": "${GITLAB_HTTP_BEARER_TOKEN}"
      }
    }
  }
}
```

Placeholders to fill: `${GITLAB_TOKEN}`, `${GITLAB_OAUTH_CLIENT_SECRET}`, `${GITLAB_OAUTH_JWT_KEY}`, `${GITLAB_HTTP_BEARER_TOKEN}`.

## Trust

- hygiene: 100
- liveness: n/a
- freshness: 100
- provenance: 80
- drivers: +repository +namespace-matches-repo ~liveness-unmeasured +updated-3d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality –/100 (not scored)

Not scored: fewer than three checks apply, usually because no remote answered a credential-free probe or the server is a local package.

### 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: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- 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: 100 (weight 15)

- pass `deps.known_vulns`: no known advisory in 72 resolved packages
- pass `deps.mcp_sdk_version`: mcp 2.3.0, no known advisory
- pass `deps.resolvable`: mcp-gitlab@0.21.0 resolved: 72 packages

- tools: unknown
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.vish288/mcp-gitlab.svg)](https://protogrid.dev/servers/io.github.vish288/mcp-gitlab)
- 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

- pypi mcp-gitlab@0.21.0: resolved, 71 dependencies, MCP SDK mcp 2.3.0

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

_none_

## Packages

- pypi mcp-gitlab@0.21.0 secrets: GITLAB_TOKEN, GITLAB_OAUTH_CLIENT_SECRET, GITLAB_OAUTH_JWT_KEY, GITLAB_HTTP_BEARER_TOKEN

## Tools (0)

_none observed_