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    GitLab MCP Server

    mcpkey · package
    io.github.jmrplens/gitlab-mcp-server · v3.2.0
    deploy just this

    Go MCP server for GitLab: 2 dynamic tools reach ~872 actions on Free/CE, up to ~1098 on Ultimate.

    run it

    on your own machines, one way per deploy method
    generated from the record, not tested yet
    #!/usr/bin/env bash
# gitlab (io.github.jmrplens/gitlab-mcp-server), recipe baremetal (generated).
# Generated by Hub for toolset "my-agent"; started by mcp-my-agent-gitlab.service.
set -euo pipefail
export HOST=127.0.0.1 PORT=8101
exec npx -y supergateway@4 --stdio 'npx -y @jmrp.io/[email protected]' --outputTransport streamableHttp --stateful --host 127.0.0.1 --port 8101 --streamableHttpPath /mcp --healthEndpoint /healthz

[Unit]
Description=MCP server gitlab (toolset my-agent), generated by Hub
After=network-online.target
Wants=network-online.target

[Service]
Type=simple
User=mcp
Group=mcp
EnvironmentFile=/etc/mcp/my-agent.env
Environment=HOME=/var/lib/mcp/gitlab
WorkingDirectory=/var/lib/mcp/gitlab
ExecStart=/opt/mcp/my-agent/bin/gitlab.sh
Restart=on-failure
RestartSec=5
NoNewPrivileges=true
ProtectSystem=strict
ProtectHome=true
PrivateTmp=true
ReadWritePaths=/var/lib/mcp/gitlab

[Install]
WantedBy=multi-user.target
    generated from the record, not tested yet
    docker run --rm -p 127.0.0.1:8101:8000 -e GITLAB_URL -e GITLAB_TOKEN -e GITLAB_MCP_SKIP_TLS_VERIFY -e GITLAB_MCP_TOOL_SURFACE -e GITLAB_MCP_CAPABILITY_SURFACE -e GITLAB_MCP_META_PARAM_SCHEMA -e GITLAB_MCP_TIER -e GITLAB_MCP_READ_ONLY -e GITLAB_MCP_SAFE_MODE -e GITLAB_MCP_EMBEDDED_RESOURCES -e GITLAB_MCP_EXCLUDE_TOOLS -e GITLAB_MCP_IGNORE_SCOPES -e GITLAB_MCP_UPLOAD_MAX_FILE_SIZE -e GITLAB_MCP_ALLOWED_UPLOAD_DIRS -e GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS -e GITLAB_MCP_ALLOWED_IMPORT_DIRS -e GITLAB_MCP_RATE_LIMIT_RPS -e GITLAB_MCP_RATE_LIMIT_BURST -e GITLAB_MCP_LOG_LEVEL node:22-alpine sh -c 'npx -y supergateway@4 --stdio '"'"'npx -y @jmrp.io/[email protected]'"'"' --outputTransport streamableHttp --stateful --host 0.0.0.0 --port 8000 --streamableHttpPath /mcp --healthEndpoint /healthz'
    generated from the record, not tested yet
    # Generated by Hub for toolset "my-agent" (2026-10-18T04:41:21+00:00).
# Each package server runs behind a stdio->HTTP bridge and listens on localhost only.
#   cp .env.example .env    # fill the ${VAR}s
#   docker compose up -d && bash smoke.sh
# Remote servers are not here: clients reach them directly (see clients/).
name: mcp-my-agent
services:
  gitlab:
    image: node:22-alpine
    command:
    - sh
    - -c
    - npx -y supergateway@4 --stdio 'npx -y @jmrp.io/[email protected]' --outputTransport streamableHttp
      --stateful --host 0.0.0.0 --port 8000 --streamableHttpPath /mcp --healthEndpoint /healthz
    ports:
    - 127.0.0.1:8101:8000
    volumes:
    - npm-cache:/root/.npm
    healthcheck:
      test:
      - CMD-SHELL
      - wget -qO- http://127.0.0.1:8000/healthz || exit 1
      interval: 30s
      timeout: 5s
      retries: 5
      start_period: 2m
    restart: unless-stopped
    environment:
      GITLAB_URL: ${GITLAB_URL}
      GITLAB_TOKEN: ${GITLAB_TOKEN}
      GITLAB_MCP_SKIP_TLS_VERIFY: ${GITLAB_MCP_SKIP_TLS_VERIFY}
      GITLAB_MCP_TOOL_SURFACE: ${GITLAB_MCP_TOOL_SURFACE}
      GITLAB_MCP_CAPABILITY_SURFACE: ${GITLAB_MCP_CAPABILITY_SURFACE}
      GITLAB_MCP_META_PARAM_SCHEMA: ${GITLAB_MCP_META_PARAM_SCHEMA}
      GITLAB_MCP_TIER: ${GITLAB_MCP_TIER}
      GITLAB_MCP_READ_ONLY: ${GITLAB_MCP_READ_ONLY}
      GITLAB_MCP_SAFE_MODE: ${GITLAB_MCP_SAFE_MODE}
      GITLAB_MCP_EMBEDDED_RESOURCES: ${GITLAB_MCP_EMBEDDED_RESOURCES}
      GITLAB_MCP_EXCLUDE_TOOLS: ${GITLAB_MCP_EXCLUDE_TOOLS}
      GITLAB_MCP_IGNORE_SCOPES: ${GITLAB_MCP_IGNORE_SCOPES}
      GITLAB_MCP_UPLOAD_MAX_FILE_SIZE: ${GITLAB_MCP_UPLOAD_MAX_FILE_SIZE}
      GITLAB_MCP_ALLOWED_UPLOAD_DIRS: ${GITLAB_MCP_ALLOWED_UPLOAD_DIRS}
      GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS: ${GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS}
      GITLAB_MCP_ALLOWED_IMPORT_DIRS: ${GITLAB_MCP_ALLOWED_IMPORT_DIRS}
      GITLAB_MCP_RATE_LIMIT_RPS: ${GITLAB_MCP_RATE_LIMIT_RPS}
      GITLAB_MCP_RATE_LIMIT_BURST: ${GITLAB_MCP_RATE_LIMIT_BURST}
      GITLAB_MCP_LOG_LEVEL: ${GITLAB_MCP_LOG_LEVEL}
volumes:
  npm-cache: {}
  uv-cache: {}
    generated from the record, not tested yet
    # Generated by Hub for toolset "my-agent" (2026-10-18T04:41:21+00:00).
#   kubectl create namespace mcp
#   kubectl -n mcp create secret generic mcp-credentials --from-env-file=.env
#   kubectl apply -f kubernetes.yaml
# Services are cluster-internal: <name>.mcp.svc.cluster.local:8000/mcp. Put an ingress
# with auth in front before exposing any of them.
apiVersion: v1
kind: Namespace
metadata:
  name: mcp
---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: gitlab
  namespace: mcp
  labels: &id001
    app: gitlab
spec:
  replicas: 1
  selector:
    matchLabels: *id001
  template:
    metadata:
      labels: *id001
    spec:
      containers:
      - name: gitlab
        image: node:22-alpine
        ports:
        - containerPort: 8000
          name: http
        env:
        - name: GITLAB_URL
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: GITLAB_URL
        - name: GITLAB_TOKEN
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: GITLAB_TOKEN
        - name: GITLAB_MCP_SKIP_TLS_VERIFY
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: GITLAB_MCP_SKIP_TLS_VERIFY
        - name: GITLAB_MCP_TOOL_SURFACE
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: GITLAB_MCP_TOOL_SURFACE
        - name: GITLAB_MCP_CAPABILITY_SURFACE
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: GITLAB_MCP_CAPABILITY_SURFACE
        - name: GITLAB_MCP_META_PARAM_SCHEMA
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: GITLAB_MCP_META_PARAM_SCHEMA
        - name: GITLAB_MCP_TIER
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: GITLAB_MCP_TIER
        - name: GITLAB_MCP_READ_ONLY
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: GITLAB_MCP_READ_ONLY
        - name: GITLAB_MCP_SAFE_MODE
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: GITLAB_MCP_SAFE_MODE
        - name: GITLAB_MCP_EMBEDDED_RESOURCES
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: GITLAB_MCP_EMBEDDED_RESOURCES
        - name: GITLAB_MCP_EXCLUDE_TOOLS
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: GITLAB_MCP_EXCLUDE_TOOLS
        - name: GITLAB_MCP_IGNORE_SCOPES
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: GITLAB_MCP_IGNORE_SCOPES
        - name: GITLAB_MCP_UPLOAD_MAX_FILE_SIZE
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: GITLAB_MCP_UPLOAD_MAX_FILE_SIZE
        - name: GITLAB_MCP_ALLOWED_UPLOAD_DIRS
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: GITLAB_MCP_ALLOWED_UPLOAD_DIRS
        - name: GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS
        - name: GITLAB_MCP_ALLOWED_IMPORT_DIRS
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: GITLAB_MCP_ALLOWED_IMPORT_DIRS
        - name: GITLAB_MCP_RATE_LIMIT_RPS
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: GITLAB_MCP_RATE_LIMIT_RPS
        - name: GITLAB_MCP_RATE_LIMIT_BURST
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: GITLAB_MCP_RATE_LIMIT_BURST
        - name: GITLAB_MCP_LOG_LEVEL
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: GITLAB_MCP_LOG_LEVEL
        command:
        - sh
        - -c
        - npx -y supergateway@4 --stdio 'npx -y @jmrp.io/[email protected]' --outputTransport streamableHttp
          --stateful --host 0.0.0.0 --port 8000 --streamableHttpPath /mcp --healthEndpoint /healthz
        readinessProbe:
          httpGet:
            path: /healthz
            port: http
          initialDelaySeconds: 10
---
apiVersion: v1
kind: Service
metadata:
  name: gitlab
  namespace: mcp
spec:
  selector:
    app: gitlab
  ports:
  - port: 8000
    targetPort: http
    name: http
    generated from the record, not tested yet
    # Generated by Hub for toolset "my-agent" (2026-10-18T04:41:21+00:00).
# Credentials come from the Secret 'mcp-credentials' (kubectl create secret generic ... --from-env-file=.env).
# Each server under `servers` is one Deployment + Service; the keys after it configure
# upstream charts a worker verified.
servers:
  gitlab:
    enabled: true
    replicas: 1
    port: 8000
    path: /mcp
    container:
      name: gitlab
      image: node:22-alpine
      ports:
      - containerPort: 8000
        name: http
      env:
      - name: GITLAB_URL
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: GITLAB_URL
      - name: GITLAB_TOKEN
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: GITLAB_TOKEN
      - name: GITLAB_MCP_SKIP_TLS_VERIFY
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: GITLAB_MCP_SKIP_TLS_VERIFY
      - name: GITLAB_MCP_TOOL_SURFACE
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: GITLAB_MCP_TOOL_SURFACE
      - name: GITLAB_MCP_CAPABILITY_SURFACE
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: GITLAB_MCP_CAPABILITY_SURFACE
      - name: GITLAB_MCP_META_PARAM_SCHEMA
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: GITLAB_MCP_META_PARAM_SCHEMA
      - name: GITLAB_MCP_TIER
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: GITLAB_MCP_TIER
      - name: GITLAB_MCP_READ_ONLY
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: GITLAB_MCP_READ_ONLY
      - name: GITLAB_MCP_SAFE_MODE
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: GITLAB_MCP_SAFE_MODE
      - name: GITLAB_MCP_EMBEDDED_RESOURCES
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: GITLAB_MCP_EMBEDDED_RESOURCES
      - name: GITLAB_MCP_EXCLUDE_TOOLS
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: GITLAB_MCP_EXCLUDE_TOOLS
      - name: GITLAB_MCP_IGNORE_SCOPES
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: GITLAB_MCP_IGNORE_SCOPES
      - name: GITLAB_MCP_UPLOAD_MAX_FILE_SIZE
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: GITLAB_MCP_UPLOAD_MAX_FILE_SIZE
      - name: GITLAB_MCP_ALLOWED_UPLOAD_DIRS
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: GITLAB_MCP_ALLOWED_UPLOAD_DIRS
      - name: GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS
      - name: GITLAB_MCP_ALLOWED_IMPORT_DIRS
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: GITLAB_MCP_ALLOWED_IMPORT_DIRS
      - name: GITLAB_MCP_RATE_LIMIT_RPS
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: GITLAB_MCP_RATE_LIMIT_RPS
      - name: GITLAB_MCP_RATE_LIMIT_BURST
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: GITLAB_MCP_RATE_LIMIT_BURST
      - name: GITLAB_MCP_LOG_LEVEL
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: GITLAB_MCP_LOG_LEVEL
      command:
      - sh
      - -c
      - npx -y supergateway@4 --stdio 'npx -y @jmrp.io/[email protected]' --outputTransport streamableHttp
        --stateful --host 0.0.0.0 --port 8000 --streamableHttpPath /mcp --healthEndpoint /healthz
      readinessProbe:
        httpGet:
          path: /healthz
          port: http
        initialDelaySeconds: 10

# helm install my-agent helm/my-agent -n mcp

    in the cloud

    one click: the provider's deploy form opens filled in, in your own account
    koyeb
    deploy to koyeb

    The form opens with CHANGE_ME for each value you supply: GITLAB_URL, GITLAB_TOKEN, GITLAB_MCP_SKIP_TLS_VERIFY, GITLAB_MCP_TOOL_SURFACE, GITLAB_MCP_CAPABILITY_SURFACE, GITLAB_MCP_META_PARAM_SCHEMA, GITLAB_MCP_TIER, GITLAB_MCP_READ_ONLY, GITLAB_MCP_SAFE_MODE, GITLAB_MCP_EMBEDDED_RESOURCES, GITLAB_MCP_EXCLUDE_TOOLS, GITLAB_MCP_IGNORE_SCOPES, GITLAB_MCP_UPLOAD_MAX_FILE_SIZE, GITLAB_MCP_ALLOWED_UPLOAD_DIRS, GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS, GITLAB_MCP_ALLOWED_IMPORT_DIRS, GITLAB_MCP_RATE_LIMIT_RPS, GITLAB_MCP_RATE_LIMIT_BURST, GITLAB_MCP_LOG_LEVEL. Fill them in before you deploy.

    Clients connect to the service's https://…koyeb.app address plus /mcp.

    azure
    deploy to azuretemplate

    A Container Apps environment with one app per server, each with HTTPS ingress and one replica. The portal asks for each value you supply as a secure parameter; the deployment's outputs list the endpoints.

    connect to it

    copy what your client needs
    npx -y @jmrp.io/[email protected]
# env: GITLAB_URL, GITLAB_TOKEN, GITLAB_MCP_SKIP_TLS_VERIFY, GITLAB_MCP_TOOL_SURFACE, GITLAB_MCP_CAPABILITY_SURFACE, GITLAB_MCP_META_PARAM_SCHEMA, GITLAB_MCP_TIER, GITLAB_MCP_READ_ONLY, GITLAB_MCP_SAFE_MODE, GITLAB_MCP_EMBEDDED_RESOURCES, GITLAB_MCP_EXCLUDE_TOOLS, GITLAB_MCP_IGNORE_SCOPES, GITLAB_MCP_UPLOAD_MAX_FILE_SIZE, GITLAB_MCP_ALLOWED_UPLOAD_DIRS, GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS, GITLAB_MCP_ALLOWED_IMPORT_DIRS, GITLAB_MCP_RATE_LIMIT_RPS, GITLAB_MCP_RATE_LIMIT_BURST, GITLAB_MCP_LOG_LEVEL
    {
  "mcpServers": {
    "gitlab": {
      "command": "npx",
      "args": [
        "-y",
        "@jmrp.io/[email protected]"
      ],
      "env": {
        "GITLAB_URL": "${GITLAB_URL}",
        "GITLAB_TOKEN": "${GITLAB_TOKEN}",
        "GITLAB_MCP_SKIP_TLS_VERIFY": "${GITLAB_MCP_SKIP_TLS_VERIFY}",
        "GITLAB_MCP_TOOL_SURFACE": "${GITLAB_MCP_TOOL_SURFACE}",
        "GITLAB_MCP_CAPABILITY_SURFACE": "${GITLAB_MCP_CAPABILITY_SURFACE}",
        "GITLAB_MCP_META_PARAM_SCHEMA": "${GITLAB_MCP_META_PARAM_SCHEMA}",
        "GITLAB_MCP_TIER": "${GITLAB_MCP_TIER}",
        "GITLAB_MCP_READ_ONLY": "${GITLAB_MCP_READ_ONLY}",
        "GITLAB_MCP_SAFE_MODE": "${GITLAB_MCP_SAFE_MODE}",
        "GITLAB_MCP_EMBEDDED_RESOURCES": "${GITLAB_MCP_EMBEDDED_RESOURCES}",
        "GITLAB_MCP_EXCLUDE_TOOLS": "${GITLAB_MCP_EXCLUDE_TOOLS}",
        "GITLAB_MCP_IGNORE_SCOPES": "${GITLAB_MCP_IGNORE_SCOPES}",
        "GITLAB_MCP_UPLOAD_MAX_FILE_SIZE": "${GITLAB_MCP_UPLOAD_MAX_FILE_SIZE}",
        "GITLAB_MCP_ALLOWED_UPLOAD_DIRS": "${GITLAB_MCP_ALLOWED_UPLOAD_DIRS}",
        "GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS": "${GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS}",
        "GITLAB_MCP_ALLOWED_IMPORT_DIRS": "${GITLAB_MCP_ALLOWED_IMPORT_DIRS}",
        "GITLAB_MCP_RATE_LIMIT_RPS": "${GITLAB_MCP_RATE_LIMIT_RPS}",
        "GITLAB_MCP_RATE_LIMIT_BURST": "${GITLAB_MCP_RATE_LIMIT_BURST}",
        "GITLAB_MCP_LOG_LEVEL": "${GITLAB_MCP_LOG_LEVEL}"
      }
    }
  }
}
    #!/usr/bin/env bash
# Registers every server with Claude Code (run once; `claude mcp list` to check).
set -euo pipefail
set -a; [ -f .env ] && source .env; set +a
claude mcp add gitlab -e "GITLAB_URL=${GITLAB_URL}" -e "GITLAB_TOKEN=${GITLAB_TOKEN}" -e "GITLAB_MCP_SKIP_TLS_VERIFY=${GITLAB_MCP_SKIP_TLS_VERIFY}" -e "GITLAB_MCP_TOOL_SURFACE=${GITLAB_MCP_TOOL_SURFACE}" -e "GITLAB_MCP_CAPABILITY_SURFACE=${GITLAB_MCP_CAPABILITY_SURFACE}" -e "GITLAB_MCP_META_PARAM_SCHEMA=${GITLAB_MCP_META_PARAM_SCHEMA}" -e "GITLAB_MCP_TIER=${GITLAB_MCP_TIER}" -e "GITLAB_MCP_READ_ONLY=${GITLAB_MCP_READ_ONLY}" -e "GITLAB_MCP_SAFE_MODE=${GITLAB_MCP_SAFE_MODE}" -e "GITLAB_MCP_EMBEDDED_RESOURCES=${GITLAB_MCP_EMBEDDED_RESOURCES}" -e "GITLAB_MCP_EXCLUDE_TOOLS=${GITLAB_MCP_EXCLUDE_TOOLS}" -e "GITLAB_MCP_IGNORE_SCOPES=${GITLAB_MCP_IGNORE_SCOPES}" -e "GITLAB_MCP_UPLOAD_MAX_FILE_SIZE=${GITLAB_MCP_UPLOAD_MAX_FILE_SIZE}" -e "GITLAB_MCP_ALLOWED_UPLOAD_DIRS=${GITLAB_MCP_ALLOWED_UPLOAD_DIRS}" -e "GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS=${GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS}" -e "GITLAB_MCP_ALLOWED_IMPORT_DIRS=${GITLAB_MCP_ALLOWED_IMPORT_DIRS}" -e "GITLAB_MCP_RATE_LIMIT_RPS=${GITLAB_MCP_RATE_LIMIT_RPS}" -e "GITLAB_MCP_RATE_LIMIT_BURST=${GITLAB_MCP_RATE_LIMIT_BURST}" -e "GITLAB_MCP_LOG_LEVEL=${GITLAB_MCP_LOG_LEVEL}" -- npx -y @jmrp.io/[email protected]

    {
  "mcpServers": {
    "gitlab": {
      "command": "npx",
      "args": [
        "-y",
        "@jmrp.io/[email protected]"
      ],
      "env": {
        "GITLAB_URL": "${GITLAB_URL}",
        "GITLAB_TOKEN": "${GITLAB_TOKEN}",
        "GITLAB_MCP_SKIP_TLS_VERIFY": "${GITLAB_MCP_SKIP_TLS_VERIFY}",
        "GITLAB_MCP_TOOL_SURFACE": "${GITLAB_MCP_TOOL_SURFACE}",
        "GITLAB_MCP_CAPABILITY_SURFACE": "${GITLAB_MCP_CAPABILITY_SURFACE}",
        "GITLAB_MCP_META_PARAM_SCHEMA": "${GITLAB_MCP_META_PARAM_SCHEMA}",
        "GITLAB_MCP_TIER": "${GITLAB_MCP_TIER}",
        "GITLAB_MCP_READ_ONLY": "${GITLAB_MCP_READ_ONLY}",
        "GITLAB_MCP_SAFE_MODE": "${GITLAB_MCP_SAFE_MODE}",
        "GITLAB_MCP_EMBEDDED_RESOURCES": "${GITLAB_MCP_EMBEDDED_RESOURCES}",
        "GITLAB_MCP_EXCLUDE_TOOLS": "${GITLAB_MCP_EXCLUDE_TOOLS}",
        "GITLAB_MCP_IGNORE_SCOPES": "${GITLAB_MCP_IGNORE_SCOPES}",
        "GITLAB_MCP_UPLOAD_MAX_FILE_SIZE": "${GITLAB_MCP_UPLOAD_MAX_FILE_SIZE}",
        "GITLAB_MCP_ALLOWED_UPLOAD_DIRS": "${GITLAB_MCP_ALLOWED_UPLOAD_DIRS}",
        "GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS": "${GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS}",
        "GITLAB_MCP_ALLOWED_IMPORT_DIRS": "${GITLAB_MCP_ALLOWED_IMPORT_DIRS}",
        "GITLAB_MCP_RATE_LIMIT_RPS": "${GITLAB_MCP_RATE_LIMIT_RPS}",
        "GITLAB_MCP_RATE_LIMIT_BURST": "${GITLAB_MCP_RATE_LIMIT_BURST}",
        "GITLAB_MCP_LOG_LEVEL": "${GITLAB_MCP_LOG_LEVEL}"
      }
    }
  }
}
    {
  "servers": {
    "gitlab": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@jmrp.io/[email protected]"
      ],
      "env": {
        "GITLAB_URL": "${GITLAB_URL}",
        "GITLAB_TOKEN": "${GITLAB_TOKEN}",
        "GITLAB_MCP_SKIP_TLS_VERIFY": "${GITLAB_MCP_SKIP_TLS_VERIFY}",
        "GITLAB_MCP_TOOL_SURFACE": "${GITLAB_MCP_TOOL_SURFACE}",
        "GITLAB_MCP_CAPABILITY_SURFACE": "${GITLAB_MCP_CAPABILITY_SURFACE}",
        "GITLAB_MCP_META_PARAM_SCHEMA": "${GITLAB_MCP_META_PARAM_SCHEMA}",
        "GITLAB_MCP_TIER": "${GITLAB_MCP_TIER}",
        "GITLAB_MCP_READ_ONLY": "${GITLAB_MCP_READ_ONLY}",
        "GITLAB_MCP_SAFE_MODE": "${GITLAB_MCP_SAFE_MODE}",
        "GITLAB_MCP_EMBEDDED_RESOURCES": "${GITLAB_MCP_EMBEDDED_RESOURCES}",
        "GITLAB_MCP_EXCLUDE_TOOLS": "${GITLAB_MCP_EXCLUDE_TOOLS}",
        "GITLAB_MCP_IGNORE_SCOPES": "${GITLAB_MCP_IGNORE_SCOPES}",
        "GITLAB_MCP_UPLOAD_MAX_FILE_SIZE": "${GITLAB_MCP_UPLOAD_MAX_FILE_SIZE}",
        "GITLAB_MCP_ALLOWED_UPLOAD_DIRS": "${GITLAB_MCP_ALLOWED_UPLOAD_DIRS}",
        "GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS": "${GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS}",
        "GITLAB_MCP_ALLOWED_IMPORT_DIRS": "${GITLAB_MCP_ALLOWED_IMPORT_DIRS}",
        "GITLAB_MCP_RATE_LIMIT_RPS": "${GITLAB_MCP_RATE_LIMIT_RPS}",
        "GITLAB_MCP_RATE_LIMIT_BURST": "${GITLAB_MCP_RATE_LIMIT_BURST}",
        "GITLAB_MCP_LOG_LEVEL": "${GITLAB_MCP_LOG_LEVEL}"
      }
    }
  }
}
    name: my-agent
target: local
servers:
- hub: io.github.jmrplens/gitlab-mcp-server
    • not probed yet: tools unpinned, ingest lists them

    tools

    Probe result: needs authremote: HTTP 401: MCPError: Authentication required: send an OAuth access token as 'Authorization: Bearer <token>'. Discover the authorization server through the resource_metadata URL in this response's WWW-Authenticate header.

    runs · 1

    the latest tests of this entry by the hub and its workers, newest first
    dateworkermethodstatussandboxreason
    2026-10-16 09:02 local-mac remote needs auth none remote: HTTP 401: MCPError: Authentication required: send an OAuth access token as 'Authorization: Bearer <token>'. Discover the authorization server through th…