{
    "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
    "name": "io.github.jmrplens/gitlab-mcp-server",
    "description": "Manage GitLab projects, issues, merge requests, pipelines, repositories, and admin workflows.",
    "title": "GitLab MCP Server",
    "repository": {
        "url": "https://github.com/jmrplens/gitlab-mcp-server",
        "source": "github",
        "id": "1208139072"
    },
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    "websiteUrl": "https://jmrplens.github.io/gitlab-mcp-server/",
    "icons": [
        {
            "src": "https://raw.githubusercontent.com/jmrplens/gitlab-mcp-server/main/site/src/assets/logo-light.svg",
            "mimeType": "image/svg+xml",
            "sizes": [
                "any"
            ],
            "theme": "light"
        },
        {
            "src": "https://raw.githubusercontent.com/jmrplens/gitlab-mcp-server/main/site/src/assets/logo-dark.svg",
            "mimeType": "image/svg+xml",
            "sizes": [
                "any"
            ],
            "theme": "dark"
        }
    ],
    "packages": [
        {
            "registryType": "mcpb",
            "identifier": "https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.2.1/gitlab-mcp-server-linux-amd64",
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            "transport": {
                "type": "stdio"
            },
            "environmentVariables": [
                {
                    "description": "GitLab instance URL (default: https://gitlab.com; set for self-managed instances)",
                    "default": "https://gitlab.com",
                    "placeholder": "https://gitlab.com",
                    "name": "GITLAB_URL"
                },
                {
                    "description": "GitLab Personal Access Token (glpat-...)",
                    "isRequired": true,
                    "isSecret": true,
                    "placeholder": "glpat-xxxxxxxxxxxxxxxxxxxx",
                    "name": "GITLAB_TOKEN"
                },
                {
                    "description": "Skip TLS certificate verification for self-signed certs (default: false)",
                    "format": "boolean",
                    "default": "false",
                    "name": "GITLAB_SKIP_TLS_VERIFY"
                },
                {
                    "description": "Tool catalog selector: dynamic, meta, or individual (default: dynamic)",
                    "default": "dynamic",
                    "choices": [
                        "meta",
                        "individual",
                        "dynamic"
                    ],
                    "name": "TOOL_SURFACE"
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                {
                    "description": "Resource and prompt catalog selector: full or minimal (default: full)",
                    "default": "full",
                    "choices": [
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                        "minimal"
                    ],
                    "name": "CAPABILITY_SURFACE"
                },
                {
                    "description": "Meta-tool input schema detail: opaque, compact, or full (default: opaque)",
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                    "choices": [
                        "opaque",
                        "compact",
                        "full"
                    ],
                    "name": "META_PARAM_SCHEMA"
                },
                {
                    "description": "Enable GitLab Premium/Ultimate tools; GitLab.com Enterprise/Premium also exposes Orbit Knowledge Graph tools (default: false)",
                    "format": "boolean",
                    "default": "false",
                    "name": "GITLAB_ENTERPRISE"
                },
                {
                    "description": "Read-only mode: disables all mutating tools (default: false)",
                    "format": "boolean",
                    "default": "false",
                    "name": "GITLAB_READ_ONLY"
                },
                {
                    "description": "Safe mode: intercepts mutating tools and returns a JSON preview instead of executing (default: false)",
                    "format": "boolean",
                    "default": "false",
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                },
                {
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                    "format": "boolean",
                    "default": "true",
                    "name": "EMBEDDED_RESOURCES"
                },
                {
                    "description": "Comma-separated tool names to exclude from registration (e.g. gitlab_admin,gitlab_runner)",
                    "placeholder": "gitlab_admin,gitlab_runner",
                    "name": "EXCLUDE_TOOLS"
                },
                {
                    "description": "Skip Personal Access Token scope detection and register all tools regardless of token permissions (default: false)",
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                    "default": "false",
                    "name": "GITLAB_IGNORE_SCOPES"
                },
                {
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                    "name": "UPLOAD_MAX_FILE_SIZE"
                },
                {
                    "description": "Extra OS path-list-separated directories allowed for local GitLab import archives",
                    "placeholder": "/path/to/exports:/another/path/to/exports",
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                },
                {
                    "description": "Per-server tools/call rate limit in requests per second; 0 disables it (default: 0)",
                    "format": "number",
                    "default": "0",
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                {
                    "description": "Token-bucket burst size when RATE_LIMIT_RPS is greater than 0 (default: 40)",
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                    "default": "40",
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                        "warn",
                        "error"
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                        "check",
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                    "description": "Periodic update check interval in HTTP mode (default: 1h)",
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                    "description": "Startup/background update timeout, range 5s-10m (default: 60s)",
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                },
                {
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                {
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                },
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                    "description": "Comma-separated tool names to exclude from registration (e.g. gitlab_admin,gitlab_runner)",
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                },
                {
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                {
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                    "default": "2147483648",
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                },
                {
                    "description": "Extra OS path-list-separated directories allowed for local GitLab import archives",
                    "placeholder": "/path/to/exports:/another/path/to/exports",
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                },
                {
                    "description": "Per-server tools/call rate limit in requests per second; 0 disables it (default: 0)",
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                    "default": "0",
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                {
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                    "name": "RATE_LIMIT_BURST"
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                {
                    "description": "Logging verbosity (default: info)",
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                        "warn",
                        "error"
                    ],
                    "name": "LOG_LEVEL"
                },
                {
                    "description": "Auto-update mode: true (auto-apply), check (log-only), false (disabled). Default: true",
                    "default": "true",
                    "choices": [
                        "true",
                        "check",
                        "false"
                    ],
                    "name": "AUTO_UPDATE"
                },
                {
                    "description": "GitHub repository slug for release assets (default: jmrplens/gitlab-mcp-server)",
                    "default": "jmrplens/gitlab-mcp-server",
                    "name": "AUTO_UPDATE_REPO"
                },
                {
                    "description": "Periodic update check interval in HTTP mode (default: 1h)",
                    "default": "1h",
                    "name": "AUTO_UPDATE_INTERVAL"
                },
                {
                    "description": "Startup/background update timeout, range 5s-10m (default: 60s)",
                    "default": "60s",
                    "name": "AUTO_UPDATE_TIMEOUT"
                }
            ]
        },
        {
            "registryType": "mcpb",
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                "type": "stdio"
            },
            "environmentVariables": [
                {
                    "description": "GitLab instance URL (default: https://gitlab.com; set for self-managed instances)",
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                    "placeholder": "https://gitlab.com",
                    "name": "GITLAB_URL"
                },
                {
                    "description": "GitLab Personal Access Token (glpat-...)",
                    "isRequired": true,
                    "isSecret": true,
                    "placeholder": "glpat-xxxxxxxxxxxxxxxxxxxx",
                    "name": "GITLAB_TOKEN"
                },
                {
                    "description": "Skip TLS certificate verification for self-signed certs (default: false)",
                    "format": "boolean",
                    "default": "false",
                    "name": "GITLAB_SKIP_TLS_VERIFY"
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                {
                    "description": "Tool catalog selector: dynamic, meta, or individual (default: dynamic)",
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                    "choices": [
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                    "description": "Resource and prompt catalog selector: full or minimal (default: full)",
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                    "choices": [
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                        "minimal"
                    ],
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                },
                {
                    "description": "Meta-tool input schema detail: opaque, compact, or full (default: opaque)",
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                    "choices": [
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                        "compact",
                        "full"
                    ],
                    "name": "META_PARAM_SCHEMA"
                },
                {
                    "description": "Enable GitLab Premium/Ultimate tools; GitLab.com Enterprise/Premium also exposes Orbit Knowledge Graph tools (default: false)",
                    "format": "boolean",
                    "default": "false",
                    "name": "GITLAB_ENTERPRISE"
                },
                {
                    "description": "Read-only mode: disables all mutating tools (default: false)",
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                    "default": "false",
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                },
                {
                    "description": "Append EmbeddedResource content blocks (clickable links to MCP resources) to get_* tool results (default: true)",
                    "format": "boolean",
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                    "name": "EMBEDDED_RESOURCES"
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                {
                    "description": "Comma-separated tool names to exclude from registration (e.g. gitlab_admin,gitlab_runner)",
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                },
                {
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                    "name": "GITLAB_IGNORE_SCOPES"
                },
                {
                    "description": "Maximum attachment upload size in bytes or human-readable (e.g. 2GB). Default: 2147483648 (2 GB)",
                    "default": "2147483648",
                    "name": "UPLOAD_MAX_FILE_SIZE"
                },
                {
                    "description": "Extra OS path-list-separated directories allowed for local GitLab import archives",
                    "placeholder": "/path/to/exports:/another/path/to/exports",
                    "name": "GITLAB_MCP_ALLOWED_IMPORT_DIRS"
                },
                {
                    "description": "Per-server tools/call rate limit in requests per second; 0 disables it (default: 0)",
                    "format": "number",
                    "default": "0",
                    "name": "RATE_LIMIT_RPS"
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                {
                    "description": "Token-bucket burst size when RATE_LIMIT_RPS is greater than 0 (default: 40)",
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                    "name": "RATE_LIMIT_BURST"
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                {
                    "description": "Logging verbosity (default: info)",
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                        "warn",
                        "error"
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                {
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                    "choices": [
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                        "check",
                        "false"
                    ],
                    "name": "AUTO_UPDATE"
                },
                {
                    "description": "GitHub repository slug for release assets (default: jmrplens/gitlab-mcp-server)",
                    "default": "jmrplens/gitlab-mcp-server",
                    "name": "AUTO_UPDATE_REPO"
                },
                {
                    "description": "Periodic update check interval in HTTP mode (default: 1h)",
                    "default": "1h",
                    "name": "AUTO_UPDATE_INTERVAL"
                },
                {
                    "description": "Startup/background update timeout, range 5s-10m (default: 60s)",
                    "default": "60s",
                    "name": "AUTO_UPDATE_TIMEOUT"
                }
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            "registryType": "mcpb",
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                    "description": "GitLab instance URL (default: https://gitlab.com; set for self-managed instances)",
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                },
                {
                    "description": "GitLab Personal Access Token (glpat-...)",
                    "isRequired": true,
                    "isSecret": true,
                    "placeholder": "glpat-xxxxxxxxxxxxxxxxxxxx",
                    "name": "GITLAB_TOKEN"
                },
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                },
                {
                    "description": "Meta-tool input schema detail: opaque, compact, or full (default: opaque)",
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                    "choices": [
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                        "compact",
                        "full"
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                    "name": "META_PARAM_SCHEMA"
                },
                {
                    "description": "Enable GitLab Premium/Ultimate tools; GitLab.com Enterprise/Premium also exposes Orbit Knowledge Graph tools (default: false)",
                    "format": "boolean",
                    "default": "false",
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                    "description": "Read-only mode: disables all mutating tools (default: false)",
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                {
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                    "description": "Maximum attachment upload size in bytes or human-readable (e.g. 2GB). Default: 2147483648 (2 GB)",
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                    "description": "Extra OS path-list-separated directories allowed for local GitLab import archives",
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                },
                {
                    "description": "Logging verbosity (default: info)",
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                        "warn",
                        "error"
                    ],
                    "name": "LOG_LEVEL"
                },
                {
                    "description": "Auto-update mode: true (auto-apply), check (log-only), false (disabled). Default: true",
                    "default": "true",
                    "choices": [
                        "true",
                        "check",
                        "false"
                    ],
                    "name": "AUTO_UPDATE"
                },
                {
                    "description": "GitHub repository slug for release assets (default: jmrplens/gitlab-mcp-server)",
                    "default": "jmrplens/gitlab-mcp-server",
                    "name": "AUTO_UPDATE_REPO"
                },
                {
                    "description": "Periodic update check interval in HTTP mode (default: 1h)",
                    "default": "1h",
                    "name": "AUTO_UPDATE_INTERVAL"
                },
                {
                    "description": "Startup/background update timeout, range 5s-10m (default: 60s)",
                    "default": "60s",
                    "name": "AUTO_UPDATE_TIMEOUT"
                }
            ]
        },
        {
            "registryType": "mcpb",
            "identifier": "https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.2.1/gitlab-mcp-server-windows-amd64.exe",
            "version": "2.2.1",
            "fileSha256": "5eddab541ce2109a14418ba72183332545de582c84975ca34888228ced94048b",
            "transport": {
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            },
            "environmentVariables": [
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                    "description": "GitLab instance URL (default: https://gitlab.com; set for self-managed instances)",
                    "default": "https://gitlab.com",
                    "placeholder": "https://gitlab.com",
                    "name": "GITLAB_URL"
                },
                {
                    "description": "GitLab Personal Access Token (glpat-...)",
                    "isRequired": true,
                    "isSecret": true,
                    "placeholder": "glpat-xxxxxxxxxxxxxxxxxxxx",
                    "name": "GITLAB_TOKEN"
                },
                {
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                    "format": "boolean",
                    "default": "false",
                    "name": "GITLAB_SKIP_TLS_VERIFY"
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                    "description": "Tool catalog selector: dynamic, meta, or individual (default: dynamic)",
                    "default": "dynamic",
                    "choices": [
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                        "individual",
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                    ],
                    "name": "TOOL_SURFACE"
                },
                {
                    "description": "Resource and prompt catalog selector: full or minimal (default: full)",
                    "default": "full",
                    "choices": [
                        "full",
                        "minimal"
                    ],
                    "name": "CAPABILITY_SURFACE"
                },
                {
                    "description": "Meta-tool input schema detail: opaque, compact, or full (default: opaque)",
                    "default": "opaque",
                    "choices": [
                        "opaque",
                        "compact",
                        "full"
                    ],
                    "name": "META_PARAM_SCHEMA"
                },
                {
                    "description": "Enable GitLab Premium/Ultimate tools; GitLab.com Enterprise/Premium also exposes Orbit Knowledge Graph tools (default: false)",
                    "format": "boolean",
                    "default": "false",
                    "name": "GITLAB_ENTERPRISE"
                },
                {
                    "description": "Read-only mode: disables all mutating tools (default: false)",
                    "format": "boolean",
                    "default": "false",
                    "name": "GITLAB_READ_ONLY"
                },
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                    "description": "Safe mode: intercepts mutating tools and returns a JSON preview instead of executing (default: false)",
                    "format": "boolean",
                    "default": "false",
                    "name": "GITLAB_SAFE_MODE"
                },
                {
                    "description": "Append EmbeddedResource content blocks (clickable links to MCP resources) to get_* tool results (default: true)",
                    "format": "boolean",
                    "default": "true",
                    "name": "EMBEDDED_RESOURCES"
                },
                {
                    "description": "Comma-separated tool names to exclude from registration (e.g. gitlab_admin,gitlab_runner)",
                    "placeholder": "gitlab_admin,gitlab_runner",
                    "name": "EXCLUDE_TOOLS"
                },
                {
                    "description": "Skip Personal Access Token scope detection and register all tools regardless of token permissions (default: false)",
                    "format": "boolean",
                    "default": "false",
                    "name": "GITLAB_IGNORE_SCOPES"
                },
                {
                    "description": "Maximum attachment upload size in bytes or human-readable (e.g. 2GB). Default: 2147483648 (2 GB)",
                    "default": "2147483648",
                    "name": "UPLOAD_MAX_FILE_SIZE"
                },
                {
                    "description": "Extra OS path-list-separated directories allowed for local GitLab import archives",
                    "placeholder": "C:\\path\\to\\exports;D:\\other\\exports",
                    "name": "GITLAB_MCP_ALLOWED_IMPORT_DIRS"
                },
                {
                    "description": "Per-server tools/call rate limit in requests per second; 0 disables it (default: 0)",
                    "format": "number",
                    "default": "0",
                    "name": "RATE_LIMIT_RPS"
                },
                {
                    "description": "Token-bucket burst size when RATE_LIMIT_RPS is greater than 0 (default: 40)",
                    "format": "number",
                    "default": "40",
                    "name": "RATE_LIMIT_BURST"
                },
                {
                    "description": "Logging verbosity (default: info)",
                    "default": "info",
                    "choices": [
                        "debug",
                        "info",
                        "warn",
                        "error"
                    ],
                    "name": "LOG_LEVEL"
                },
                {
                    "description": "Auto-update mode: true (auto-apply), check (log-only), false (disabled). Default: true",
                    "default": "true",
                    "choices": [
                        "true",
                        "check",
                        "false"
                    ],
                    "name": "AUTO_UPDATE"
                },
                {
                    "description": "GitHub repository slug for release assets (default: jmrplens/gitlab-mcp-server)",
                    "default": "jmrplens/gitlab-mcp-server",
                    "name": "AUTO_UPDATE_REPO"
                },
                {
                    "description": "Periodic update check interval in HTTP mode (default: 1h)",
                    "default": "1h",
                    "name": "AUTO_UPDATE_INTERVAL"
                },
                {
                    "description": "Startup/background update timeout, range 5s-10m (default: 60s)",
                    "default": "60s",
                    "name": "AUTO_UPDATE_TIMEOUT"
                }
            ]
        },
        {
            "registryType": "mcpb",
            "identifier": "https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.2.1/gitlab-mcp-server-windows-arm64.exe",
            "version": "2.2.1",
            "fileSha256": "6b21ebc6823ee91c30210a352378c941d50e5733a449958ef1d73c04c05439a7",
            "transport": {
                "type": "stdio"
            },
            "environmentVariables": [
                {
                    "description": "GitLab instance URL (default: https://gitlab.com; set for self-managed instances)",
                    "default": "https://gitlab.com",
                    "placeholder": "https://gitlab.com",
                    "name": "GITLAB_URL"
                },
                {
                    "description": "GitLab Personal Access Token (glpat-...)",
                    "isRequired": true,
                    "isSecret": true,
                    "placeholder": "glpat-xxxxxxxxxxxxxxxxxxxx",
                    "name": "GITLAB_TOKEN"
                },
                {
                    "description": "Skip TLS certificate verification for self-signed certs (default: false)",
                    "format": "boolean",
                    "default": "false",
                    "name": "GITLAB_SKIP_TLS_VERIFY"
                },
                {
                    "description": "Tool catalog selector: dynamic, meta, or individual (default: dynamic)",
                    "default": "dynamic",
                    "choices": [
                        "meta",
                        "individual",
                        "dynamic"
                    ],
                    "name": "TOOL_SURFACE"
                },
                {
                    "description": "Resource and prompt catalog selector: full or minimal (default: full)",
                    "default": "full",
                    "choices": [
                        "full",
                        "minimal"
                    ],
                    "name": "CAPABILITY_SURFACE"
                },
                {
                    "description": "Meta-tool input schema detail: opaque, compact, or full (default: opaque)",
                    "default": "opaque",
                    "choices": [
                        "opaque",
                        "compact",
                        "full"
                    ],
                    "name": "META_PARAM_SCHEMA"
                },
                {
                    "description": "Enable GitLab Premium/Ultimate tools; GitLab.com Enterprise/Premium also exposes Orbit Knowledge Graph tools (default: false)",
                    "format": "boolean",
                    "default": "false",
                    "name": "GITLAB_ENTERPRISE"
                },
                {
                    "description": "Read-only mode: disables all mutating tools (default: false)",
                    "format": "boolean",
                    "default": "false",
                    "name": "GITLAB_READ_ONLY"
                },
                {
                    "description": "Safe mode: intercepts mutating tools and returns a JSON preview instead of executing (default: false)",
                    "format": "boolean",
                    "default": "false",
                    "name": "GITLAB_SAFE_MODE"
                },
                {
                    "description": "Append EmbeddedResource content blocks (clickable links to MCP resources) to get_* tool results (default: true)",
                    "format": "boolean",
                    "default": "true",
                    "name": "EMBEDDED_RESOURCES"
                },
                {
                    "description": "Comma-separated tool names to exclude from registration (e.g. gitlab_admin,gitlab_runner)",
                    "placeholder": "gitlab_admin,gitlab_runner",
                    "name": "EXCLUDE_TOOLS"
                },
                {
                    "description": "Skip Personal Access Token scope detection and register all tools regardless of token permissions (default: false)",
                    "format": "boolean",
                    "default": "false",
                    "name": "GITLAB_IGNORE_SCOPES"
                },
                {
                    "description": "Maximum attachment upload size in bytes or human-readable (e.g. 2GB). Default: 2147483648 (2 GB)",
                    "default": "2147483648",
                    "name": "UPLOAD_MAX_FILE_SIZE"
                },
                {
                    "description": "Extra OS path-list-separated directories allowed for local GitLab import archives",
                    "placeholder": "C:\\path\\to\\exports;D:\\other\\exports",
                    "name": "GITLAB_MCP_ALLOWED_IMPORT_DIRS"
                },
                {
                    "description": "Per-server tools/call rate limit in requests per second; 0 disables it (default: 0)",
                    "format": "number",
                    "default": "0",
                    "name": "RATE_LIMIT_RPS"
                },
                {
                    "description": "Token-bucket burst size when RATE_LIMIT_RPS is greater than 0 (default: 40)",
                    "format": "number",
                    "default": "40",
                    "name": "RATE_LIMIT_BURST"
                },
                {
                    "description": "Logging verbosity (default: info)",
                    "default": "info",
                    "choices": [
                        "debug",
                        "info",
                        "warn",
                        "error"
                    ],
                    "name": "LOG_LEVEL"
                },
                {
                    "description": "Auto-update mode: true (auto-apply), check (log-only), false (disabled). Default: true",
                    "default": "true",
                    "choices": [
                        "true",
                        "check",
                        "false"
                    ],
                    "name": "AUTO_UPDATE"
                },
                {
                    "description": "GitHub repository slug for release assets (default: jmrplens/gitlab-mcp-server)",
                    "default": "jmrplens/gitlab-mcp-server",
                    "name": "AUTO_UPDATE_REPO"
                },
                {
                    "description": "Periodic update check interval in HTTP mode (default: 1h)",
                    "default": "1h",
                    "name": "AUTO_UPDATE_INTERVAL"
                },
                {
                    "description": "Startup/background update timeout, range 5s-10m (default: 60s)",
                    "default": "60s",
                    "name": "AUTO_UPDATE_TIMEOUT"
                }
            ]
        }
    ],
    "remotes": [
        {
            "type": "streamable-http",
            "url": "https://gitlab-mcp-server.fly.dev/",
            "headers": [
                {
                    "description": "GitLab Personal Access Token (glpat-...). Alternatively, send Authorization: Bearer <token>.",
                    "isRequired": true,
                    "isSecret": true,
                    "placeholder": "glpat-xxxxxxxxxxxxxxxxxxxx",
                    "name": "PRIVATE-TOKEN"
                },
                {
                    "description": "Target GitLab instance URL (e.g. https://gitlab.com). Required in the public hosted multi-tenant instance.",
                    "isRequired": true,
                    "placeholder": "https://gitlab.com",
                    "name": "GITLAB-URL"
                }
            ]
        },
        {
            "type": "streamable-http",
            "url": "https://{host}:{port}/",
            "headers": [
                {
                    "description": "GitLab Personal Access Token (glpat-...). Alternatively, send Authorization: Bearer <token>.",
                    "isRequired": true,
                    "isSecret": true,
                    "placeholder": "glpat-xxxxxxxxxxxxxxxxxxxx",
                    "name": "PRIVATE-TOKEN"
                },
                {
                    "description": "Target GitLab instance URL. Omit if the server was started with --gitlab-url.",
                    "placeholder": "https://gitlab.example.com",
                    "name": "GITLAB-URL"
                }
            ],
            "variables": {
                "host": {
                    "description": "Hostname of the self-hosted GitLab MCP Server HTTP instance",
                    "placeholder": "localhost"
                },
                "port": {
                    "description": "Port of the self-hosted GitLab MCP Server HTTP instance",
                    "default": "8080",
                    "placeholder": "8080"
                }
            }
        }
    ],
    "_meta": {
        "io.modelcontextprotocol.registry/official": {
            "status": "active",
            "statusChangedAt": "2026-06-18T10:32:31.538331Z",
            "publishedAt": "2026-06-18T10:32:31.538331Z",
            "updatedAt": "2026-06-18T10:32:31.538331Z",
            "isLatest": false
        }
    }
}