Advanced GitLab MCP server: connect, trust and quality

Connect

8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "gitlab-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@structured-world/[email protected]"
      ],
      "env": {
        "GITLAB_TOKEN": "${GITLAB_TOKEN}"
      }
    }
  }
}

claude mcp add gitlab-mcp -e "GITLAB_TOKEN=${GITLAB_TOKEN}" -- npx -y @structured-world/[email protected]

[mcp_servers.gitlab-mcp]
command = "npx"
args = ["-y", "@structured-world/[email protected]"]
env = { "GITLAB_TOKEN" = "${GITLAB_TOKEN}" }

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "gitlab-mcp": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "@structured-world/[email protected]"
      ],
      "enabled": true,
      "environment": {
        "GITLAB_TOKEN": "{env:GITLAB_TOKEN}"
      }
    }
  }
}

{
  "mcpServers": {
    "gitlab-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@structured-world/[email protected]"
      ],
      "env": {
        "GITLAB_TOKEN": "${GITLAB_TOKEN}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=gitlab-mcp&config=eyJjb21tYW5kIjoibnB4IiwiYXJncyI6WyIteSIsIkBzdHJ1Y3R1cmVkLXdvcmxkL2dpdGxhYi1tY3BAMTEuMC4wIl0sImVudiI6eyJHSVRMQUJfVE9LRU4iOiIke0dJVExBQl9UT0tFTn0ifX0%3D"
}

{
  "servers": {
    "gitlab-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@structured-world/[email protected]"
      ],
      "env": {
        "GITLAB_TOKEN": "${GITLAB_TOKEN}"
      }
    }
  }
}

{
  "mcpServers": {
    "gitlab-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@structured-world/[email protected]"
      ],
      "env": {
        "GITLAB_TOKEN": "${GITLAB_TOKEN}"
      }
    }
  }
}

extensions:
  "gitlab-mcp":
    enabled: true
    name: "gitlab-mcp"
    type: stdio
    cmd: "npx"
    args:
      - "-y"
      - "@structured-world/[email protected]"
    envs:
      "GITLAB_TOKEN": "${GITLAB_TOKEN}"
    timeout: 300

Placeholders to fill from your own secret store: ${GITLAB_TOKEN}. The registry never accepts secret values.

This is a local package: the command runs on your machine.

Quality – / 100not scored

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

protocoln/a · weight 25

n/a
protocol.modern, protocol.stateless, protocol.transport, protocol.list_ttlno remote answered a protocol handshake (not probed yet, unreachable, or local-only)

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygienen/a · weight 30

n/a
tools.descriptions, tools.description_length, tools.schemas, tools.annotations, tools.directory_hints, tools.token_cost, tools.api_dumptool list unknown (behind auth, not probed, or empty)

stabilityn/a · weight 15

n/a
stability.changes, stability.rug_pulltool list unknown

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvabledeps.dev does not know @structured-world/[email protected]

Tool list unknown · checked 2026-10-19 10:20 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 94 / 100

provenance90

livenessn/a

freshness100

hygiene95

+repository +namespace-matches-repo +website ~liveness-unmeasured +updated-3d-ago -unpinned-packages(1)

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Dependencies

@structured-world/[email protected] npmthis version is not known to the dependency resolver

Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.

Endpoints

package	registry	version	runtime	secrets
`@structured-world/gitlab-mcp`	npm	11.0.0	–	`GITLAB_TOKEN`
`https://github.com/structured-world/gitlab-mcp/releases/download/gitlab-mcp-v11.0.0/gitlab-mcp-11.0.0.mcpb`	mcpb	unpinned	–

Tools (0)

No tools observed. Local packages are never executed by the registry.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "io.github.structured-world/gitlab-mcp",
  "title": "Advanced GitLab MCP server",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "version": "11.0.0",
  "packages": [
    {
      "version": "11.0.0",
      "transport": {
        "type": "stdio"
      },
      "identifier": "@structured-world/gitlab-mcp",
      "registryType": "npm",
      "environmentVariables": [
        {
          "name": "GITLAB_TOKEN",
          "format": "string",
          "isSecret": true,
          "isRequired": true,
          "description": "GitLab Personal Access Token with 'api' and 'read_user' scopes"
        },
        {
          "name": "GITLAB_API_URL",
          "format": "string",
          "description": "GitLab instance API URL for self-hosted instances (defaults to https://gitlab.com)"
        },
        {
          "name": "GITLAB_READ_ONLY_MODE",
          "format": "boolean",
          "description": "Enable read-only mode (disable all manage_* write operations)"
        }
      ]
    },
    {
      "transport": {
        "type": "stdio"
      },
      "fileSha256": "662f6c53a662881070021b028da888a7230bbd5540e6768f624194152bc8637c",
      "identifier": "https://github.com/structured-world/gitlab-mcp/releases/download/gitlab-mcp-v11.0.0/gitlab-mcp-11.0.0.mcpb",
      "registryType": "mcpb"
    }
  ],
  "repository": {
    "url": "https://github.com/structured-world/gitlab-mcp",
    "source": "github"
  },
  "websiteUrl": "https://gitlab-mcp.sw.foundation",
  "description": "64 CQRS tools exposing 230 GitLab operations across 26 entity types"
}