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Go MCP 服务器 用于 GitLab: 2 dynamic 工具 reach ~876 actions on Free/CE、up 到 ~1103 on Ultimate。
GitLab MCP Server 是 ChatHome Skills 收录的 MCP 条目，来源为 Official MCP Registry，质量分 78/100。 作为 Model Context Protocol 服务器，它向 Claude、Cursor、Copilot 等兼容 MCP 的 LLM 客户端暴露可直接调用的工具，让 agent 的能力超出模型内置范围。 该条目由 ChatHome Skills 的每日抓取从官方 registry 和 GitHub 发现查询中收录，每次运行都会重新核验仓库事实、新鲜度信号和安装元数据。 质量分综合了官方 registry 收录情况、可用安装命令、许可证完整性、仓库活跃度和 GitHub star 趋势，完整算法说明见来源页。安装命令已列于上方，可直接复制使用。 在将 GitLab MCP Server 加入生产 agent 工作流前，请核对上方的最近更新日期和仓库状态——下方事实快照是最近一次抓取的时点值。
mcp add io.github.jmrplens/gitlab-mcp-server https://mcp.jmrp.io/gitlab运行此命令前，请先核对上游源码。
{
"_meta": {
"io.modelcontextprotocol.registry/official": {
"status": "active",
"isLatest": true,
"updatedAt": "2026-10-20T06:59:57.285403Z",
"publishedAt": "2026-10-20T06:59:57.285403Z",
"statusChangedAt": "2026-10-20T06:59:57.285403Z"
}
},
"server": {
"name": "io.github.jmrplens/gitlab-mcp-server",
"icons": [
{
"src": "https://raw.githubusercontent.com/jmrplens/gitlab-mcp-server/main/site/public/favicon.svg",
"sizes": [
"any"
],
"mimeType": "image/svg+xml"
},
{
"src": "https://raw.githubusercontent.com/jmrplens/gitlab-mcp-server/main/site/public/logo-400.png",
"sizes": [
"400x400"
],
"mimeType": "image/png"
}
],
"title": "GitLab MCP Server",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://mcp.jmrp.io/gitlab",
"type": "streamable-http",
"headers": [
{
"name": "Authorization",
"isSecret": true,
"description": "Bearer <token>. The endpoint runs in OAuth mode: a client that speaks the OAuth flow needs no header at all and discovers the authorization server from the 401 challenge. A GitLab personal access token also works here, sent as 'Bearer glpat-...', which keeps clients with no OAuth flow working. It travels per request and is never stored server-side.",
"placeholder": "Bearer glpat-xxxxxxxxxxxxxxxxxxxx"
}
]
}
],
"version": "3.3.0",
"packages": [
{
"version": "3.3.0",
"transport": {
"type": "stdio"
},
"fileSha256": "dc326734177056761e058d6e7ec739c20f4e76e4ee3a3f789a4ce7b7650d4225",
"identifier": "https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.3.0/gitlab-mcp-server-darwin.mcpb",
"registryType": "mcpb",
"environmentVariables": [
{
"name": "GITLAB_URL",
"default": "https://gitlab.com",
"description": "GitLab instance URL (default: https://gitlab.com; set for self-managed instances)",
"placeholder": "https://gitlab.com"
},
{
"name": "GITLAB_TOKEN",
"isSecret": true,
"isRequired": true,
"description": "GitLab Personal Access Token (glpat-...)",
"placeholder": "glpat-xxxxxxxxxxxxxxxxxxxx"
},
{
"name": "GITLAB_MCP_SKIP_TLS_VERIFY",
"format": "boolean",
"default": "false",
"description": "Skip TLS certificate verification for self-signed certs (default: false)"
},
{
"name": "GITLAB_MCP_TOOL_SURFACE",
"choices": [
"meta",
"individual",
"dynamic"
],
"default": "dynamic",
"description": "Tool catalog selector: dynamic, meta, or individual (default: dynamic)"
},
{
"name": "GITLAB_MCP_TIER",
"choices": [
"free",
"ce",
"premium",
"ultimate"
],
"description": "GitLab tier: free/ce, premium or ultimate, used as given. When unset, detected from the instance license, then from the plans of the namespaces the token administers, then, on GitLab.com, from the top-level groups the token is a member of, falling back to free. Gates Premium and Ultimate actions; GitLab.com Ultimate also serves the Orbit Knowledge Graph tools"
},
{
"name": "GITLAB_MCP_READ_ONLY",
"format": "boolean",
"default": "false",
"description": "Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)"
},
{
"name": "GITLAB_MCP_SAFE_MODE",
"format": "boolean",
"default": "false",
"description": "Safe mode: a mutating action returns a preview card naming the action and echoing its arguments instead of running; reads keep working (default: false)"
},
{
"name": "GITLAB_MCP_LOG_LEVEL",
"choices": [
"debug",
"info",
"warn",
"error"
],
"default": "info",
"description": "Logging verbosity (default: info)"
}
]
},
{
"version": "3.3.0",
"transport": {
"type": "stdio"
},
"fileSha256": "09ab3a46c88b10e5d09f3ab4bb89edf525a3d355cecd772c9f8a5b3d1ca1885d",
"identifier": "https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.3.0/gitlab-mcp-server-windows.mcpb",
"registryType": "mcpb",
"environmentVariables": [
{
"name": "GITLAB_URL",
"default": "https://gitlab.com",
"description": "GitLab instance URL (default: https://gitlab.com; set for self-managed instances)",
"placeholder": "https://gitlab.com"
},
{
"name": "GITLAB_TOKEN",
"isSecret": true,
"isRequired": true,
"description": "GitLab Personal Access Token (glpat-...)",
"placeholder": "glpat-xxxxxxxxxxxxxxxxxxxx"
},
{
"name": "GITLAB_MCP_SKIP_TLS_VERIFY",
"format": "boolean",
"default": "false",
"description": "Skip TLS certificate verification for self-signed certs (default: false)"
},
{
"name": "GITLAB_MCP_TOOL_SURFACE",
"choices": [
"meta",
"individual",
"dynamic"
],
"default": "dynamic",
"description": "Tool catalog selector: dynamic, meta, or individual (default: dynamic)"
},
{
"name": "GITLAB_MCP_TIER",
"choices": [
"free",
"ce",
"premium",
"ultimate"
],
"description": "GitLab tier: free/ce, premium or ultimate, used as given. When unset, detected from the instance license, then from the plans of the namespaces the token administers, then, on GitLab.com, from the top-level groups the token is a member of, falling back to free. Gates Premium and Ultimate actions; GitLab.com Ultimate also serves the Orbit Knowledge Graph tools"
},
{
"name": "GITLAB_MCP_READ_ONLY",
"format": "boolean",
"default": "false",
"description": "Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)"
},
{
"name": "GITLAB_MCP_SAFE_MODE",
"format": "boolean",
"default": "false",
"description": "Safe mode: a mutating action returns a preview card naming the action and echoing its arguments instead of running; reads keep working (default: false)"
},
{
"name": "GITLAB_MCP_LOG_LEVEL",
"choices": [
"debug",
"info",
"warn",
"error"
],
"default": "info",
"description": "Logging verbosity (default: info)"
}
]
},
{
"version": "3.3.0",
"transport": {
"type": "stdio"
},
"fileSha256": "d47b1be9a37bd5d76f862aeab77b036e25e142de13847d31f0342921fb7ae60f",
"identifier": "https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.3.0/gitlab-mcp-server-linux.mcpb",
"registryType": "mcpb",
"environmentVariables": [
{
"name": "GITLAB_URL",
"default": "https://gitlab.com",
"description": "GitLab instance URL (default: https://gitlab.com; set for self-managed instances)",
"placeholder": "https://gitlab.com"
},
{
"name": "GITLAB_TOKEN",
"isSecret": true,
"isRequired": true,
"description": "GitLab Personal Access Token (glpat-...)",
"placeholder": "glpat-xxxxxxxxxxxxxxxxxxxx"
},
{
"name": "GITLAB_MCP_SKIP_TLS_VERIFY",
"format": "boolean",
"default": "false",
"description": "Skip TLS certificate verification for self-signed certs (default: false)"
},
{
"name": "GITLAB_MCP_TOOL_SURFACE",
"choices": [
"meta",
"individual",
"dynamic"
],
"default": "dynamic",
"description": "Tool catalog selector: dynamic, meta, or individual (default: dynamic)"
},
{
"name": "GITLAB_MCP_TIER",
"choices": [
"free",
"ce",
"premium",
"ultimate"
],
"description": "GitLab tier: free/ce, premium or ultimate, used as given. When unset, detected from the instance license, then from the plans of the namespaces the token administers, then, on GitLab.com, from the top-level groups the token is a member of, falling back to free. Gates Premium and Ultimate actions; GitLab.com Ultimate also serves the Orbit Knowledge Graph tools"
},
{
"name": "GITLAB_MCP_READ_ONLY",
"format": "boolean",
"default": "false",
"description": "Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)"
},
{
"name": "GITLAB_MCP_SAFE_MODE",
"format": "boolean",
"default": "false",
"description": "Safe mode: a mutating action returns a preview card naming the action and echoing its arguments instead of running; reads keep working (default: false)"
},
{
"name": "GITLAB_MCP_LOG_LEVEL",
"choices": [
"debug",
"info",
"warn",
"error"
],
"default": "info",
"description": "Logging verbosity (default: info)"
}
]
},
{
"transport": {
"type": "stdio"
},
"identifier": "ghcr.io/jmrplens/gitlab-mcp-server:3.3.0@sha256:88784f176a65d934c4a181eb832a525e94f106f49189cb9c6fde907dd00cf19c",
"registryType": "oci",
"environmentVariables": [
{
"name": "GITLAB_URL",
"default": "https://gitlab.com",
"description": "GitLab instance URL (default: https://gitlab.com; set for self-managed instances)",
"placeholder": "https://gitlab.com"
},
{
"name": "GITLAB_TOKEN",
"isSecret": true,
"isRequired": true,
"description": "GitLab Personal Access Token (glpat-...)",
"placeholder": "glpat-xxxxxxxxxxxxxxxxxxxx"
},
{
"name": "GITLAB_MCP_SKIP_TLS_VERIFY",
"format": "boolean",
"default": "false",
"description": "Skip TLS certificate verification for self-signed certs (default: false)"
},
{
"name": "GITLAB_MCP_TOOL_SURFACE",
"choices": [
"meta",
"individual",
"dynamic"
],
"default": "dynamic",
"description": "Tool catalog selector: dynamic, meta, or individual (default: dynamic)"
},
{
"name": "GITLAB_MCP_CAPABILITY_SURFACE",
"choices": [
"full",
"minimal"
],
"default": "full",
"description": "Resource and prompt catalog selector: full or minimal (default: full); resource subscriptions require full"
},
{
"name": "GITLAB_MCP_META_PARAM_SCHEMA",
"choices": [
"opaque",
"compact",
"full"
],
"default": "opaque",
"description": "Meta-tool input schema detail: opaque, compact, or full (default: opaque)"
},
{
"name": "GITLAB_MCP_TIER",
"choices": [
"free",
"ce",
"premium",
"ultimate"
],
"description": "GitLab tier: free/ce, premium or ultimate, used as given. When unset, detected from the instance license, then from the plans of the namespaces the token administers, then, on GitLab.com, from the top-level groups the token is a member of, falling back to free. Gates Premium and Ultimate actions; GitLab.com Ultimate also serves the Orbit Knowledge Graph tools"
},
{
"name": "GITLAB_MCP_READ_ONLY",
"format": "boolean",
"default": "false",
"description": "Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)"
},
{
"name": "GITLAB_MCP_SAFE_MODE",
"format": "boolean",
"default": "false",
"description": "Safe mode: a mutating action returns a preview card naming the action and echoing its arguments instead of running; reads keep working (default: false)"
},
{
"name": "GITLAB_MCP_EMBEDDED_RESOURCES",
"format": "boolean",
"default": "true",
"description": "Append EmbeddedResource content blocks (clickable links to MCP resources) to get_* tool results (default: true)"
},
{
"name": "GITLAB_MCP_EXCLUDE_TOOLS",
"description": "Comma-separated tool names, group names or canonical action IDs to exclude, on every surface (e.g. gitlab_admin,gitlab_runner)",
"placeholder": "gitlab_admin,gitlab_runner"
},
{
"name": "GITLAB_MCP_IGNORE_SCOPES",
"format": "boolean",
"default": "false",
"description": "Skip the scope filter and the read_api narrowing and register all tools regardless of token permissions; a token carrying neither read_api nor api is still refused (default: false)"
},
{
"name": "GITLAB_MCP_UPLOAD_MAX_FILE_SIZE",
"default": "2147483648",
"description": "Largest local file an upload or file-reading action accepts, in bytes or with a KB, MB or GB suffix (e.g. 2GB); at most 1 TB (default: 2147483648, 2 GB)"
},
{
"name": "GITLAB_MCP_ALLOWED_UPLOAD_DIRS",
"description": "Extra OS path-list-separated directories an action may read a local file from; the working directory (unless it is the filesystem root or your home directory) and the OS temp directory are always allowed. Unused in HTTP mode, which refuses local paths",
"placeholder": "/path/to/files:/another/path/to/files"
},
{
"name": "GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS",
"description": "Extra OS path-list-separated directories an action may write a downloaded file into; the working directory (unless it is the filesystem root or your home directory) and the OS temp directory are always allowed. Unused in HTTP mode, which refuses local paths",
"placeholder": "/path/to/downloads:/another/path/to/downloads"
},
{
"name": "GITLAB_MCP_ALLOWED_IMPORT_DIRS",
"description": "Extra OS path-list-separated directories a project or group import archive may be read from; the working directory (unless it is the filesystem root or your home directory) and the OS temp directory are always allowed. Unused in HTTP mode, which refuses local paths",
"placeholder": "/path/to/exports:/another/path/to/exports"
},
{
"name": "GITLAB_MCP_RATE_LIMIT_RPS",
"format": "number",
"default": "0",
"description": "Rate limit per credential, in requests per second, on every call that reaches GitLab, with tools/list charged to a bucket of its own; 0, the default on stdio, disables it (default: 0)"
},
{
"name": "GITLAB_MCP_RATE_LIMIT_BURST",
"format": "number",
"default": "40",
"description": "Token-bucket burst size when GITLAB_MCP_RATE_LIMIT_RPS is greater than 0 (default: 40)"
},
{
"name": "GITLAB_MCP_LOG_LEVEL",
"choices": [
"debug",
"info",
"warn",
"error"
],
"default": "info",
"description": "Logging verbosity (default: info)"
}
]
},
{
"transport": {
"type": "stdio"
},
"identifier": "docker.io/jmrplens/gitlab-mcp-server:3.3.0@sha256:88784f176a65d934c4a181eb832a525e94f106f49189cb9c6fde907dd00cf19c",
"registryType": "oci",
"environmentVariables": [
{
"name": "GITLAB_URL",
"default": "https://gitlab.com",
"description": "GitLab instance URL (default: https://gitlab.com; set for self-managed instances)",
"placeholder": "https://gitlab.com"
},
{
"name": "GITLAB_TOKEN",
"isSecret": true,
"isRequired": true,
"description": "GitLab Personal Access Token (glpat-...)",
"placeholder": "glpat-xxxxxxxxxxxxxxxxxxxx"
},
{
"name": "GITLAB_MCP_SKIP_TLS_VERIFY",
"format": "boolean",
"default": "false",
"description": "Skip TLS certificate verification for self-signed certs (default: false)"
},
{
"name": "GITLAB_MCP_TOOL_SURFACE",
"choices": [
"meta",
"individual",
"dynamic"
],
"default": "dynamic",
"description": "Tool catalog selector: dynamic, meta, or individual (default: dynamic)"
},
{
"name": "GITLAB_MCP_CAPABILITY_SURFACE",
"choices": [
"full",
"minimal"
],
"default": "full",
"description": "Resource and prompt catalog selector: full or minimal (default: full); resource subscriptions require full"
},
{
"name": "GITLAB_MCP_META_PARAM_SCHEMA",
"choices": [
"opaque",
"compact",
"full"
],
"default": "opaque",
"description": "Meta-tool input schema detail: opaque, compact, or full (default: opaque)"
},
{
"name": "GITLAB_MCP_TIER",
"choices": [
"free",
"ce",
"premium",
"ultimate"
],
"description": "GitLab tier: free/ce, premium or ultimate, used as given. When unset, detected from the instance license, then from the plans of the namespaces the token administers, then, on GitLab.com, from the top-level groups the token is a member of, falling back to free. Gates Premium and Ultimate actions; GitLab.com Ultimate also serves the Orbit Knowledge Graph tools"
},
{
"name": "GITLAB_MCP_READ_ONLY",
"format": "boolean",
"default": "false",
"description": "Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)"
},
{
"name": "GITLAB_MCP_SAFE_MODE",
"format": "boolean",
"default": "false",
"description": "Safe mode: a mutating action returns a preview card naming the action and echoing its arguments instead of running; reads keep working (default: false)"
},
{
"name": "GITLAB_MCP_EMBEDDED_RESOURCES",
"format": "boolean",
"default": "true",
"description": "Append EmbeddedResource content blocks (clickable links to MCP resources) to get_* tool results (default: true)"
},
{
"name": "GITLAB_MCP_EXCLUDE_TOOLS",
"description": "Comma-separated tool names, group names or canonical action IDs to exclude, on every surface (e.g. gitlab_admin,gitlab_runner)",
"placeholder": "gitlab_admin,gitlab_runner"
},
{
"name": "GITLAB_MCP_IGNORE_SCOPES",
"format": "boolean",
"default": "false",
"description": "Skip the scope filter and the read_api narrowing and register all tools regardless of token permissions; a token carrying neither read_api nor api is still refused (default: false)"
},
{
"name": "GITLAB_MCP_UPLOAD_MAX_FILE_SIZE",
"default": "2147483648",
"description": "Largest local file an upload or file-reading action accepts, in bytes or with a KB, MB or GB suffix (e.g. 2GB); at most 1 TB (default: 2147483648, 2 GB)"
},
{
"name": "GITLAB_MCP_ALLOWED_UPLOAD_DIRS",
"description": "Extra OS path-list-separated directories an action may read a local file from; the working directory (unless it is the filesystem root or your home directory) and the OS temp directory are always allowed. Unused in HTTP mode, which refuses local paths",
"placeholder": "/path/to/files:/another/path/to/files"
},
{
"name": "GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS",
"description": "Extra OS path-list-separated directories an action may write a downloaded file into; the working directory (unless it is the filesystem root or your home directory) and the OS temp directory are always allowed. Unused in HTTP mode, which refuses local paths",
"placeholder": "/path/to/downloads:/another/path/to/downloads"
},
{
"name": "GITLAB_MCP_ALLOWED_IMPORT_DIRS",
"description": "Extra OS path-list-separated directories a project or group import archive may be read from; the working directory (unless it is the filesystem root or your home directory) and the OS temp directory are always allowed. Unused in HTTP mode, which refuses local paths",
"placeholder": "/path/to/exports:/another/path/to/exports"
},
{
"name": "GITLAB_MCP_RATE_LIMIT_RPS",
"format": "number",
"default": "0",
"description": "Rate limit per credential, in requests per second, on every call that reaches GitLab, with tools/list charged to a bucket of its own; 0, the default on stdio, disables it (default: 0)"
},
{
"name": "GITLAB_MCP_RATE_LIMIT_BURST",
"format": "number",
"default": "40",
"description": "Token-bucket burst size when GITLAB_MCP_RATE_LIMIT_RPS is greater than 0 (default: 40)"
},
{
"name": "GITLAB_MCP_LOG_LEVEL",
"choices": [
"debug",
"info",
"warn",
"error"
],
"default": "info",
"description": "Logging verbosity (default: info)"
}
]
},
{
"version": "3.3.0",
"transport": {
"type": "stdio"
},
"identifier": "@jmrp.io/gitlab-mcp-server",
"runtimeHint": "npx",
"registryType": "npm",
"environmentVariables": [
{
"name": "GITLAB_URL",
"default": "https://gitlab.com",
"description": "GitLab instance URL (default: https://gitlab.com; set for self-managed instances)",
"placeholder": "https://gitlab.com"
},
{
"name": "GITLAB_TOKEN",
"isSecret": true,
"isRequired": true,
"description": "GitLab Personal Access Token (glpat-...)",
"placeholder": "glpat-xxxxxxxxxxxxxxxxxxxx"
},
{
"name": "GITLAB_MCP_SKIP_TLS_VERIFY",
"format": "boolean",
"default": "false",
"description": "Skip TLS certificate verification for self-signed certs (default: false)"
},
{
"name": "GITLAB_MCP_TOOL_SURFACE",
"choices": [
"meta",
"individual",
"dynamic"
],
"default": "dynamic",
"description": "Tool catalog selector: dynamic, meta, or individual (default: dynamic)"
},
{
"name": "GITLAB_MCP_CAPABILITY_SURFACE",
"choices": [
"full",
"minimal"
],
"default": "full",
"description": "Resource and prompt catalog selector: full or minimal (default: full); resource subscriptions require full"
},
{
"name": "GITLAB_MCP_META_PARAM_SCHEMA",
"choices": [
"opaque",
"compact",
"full"
],
"default": "opaque",
"description": "Meta-tool input schema detail: opaque, compact, or full (default: opaque)"
},
{
"name": "GITLAB_MCP_TIER",
"choices": [
"free",
"ce",
"premium",
"ultimate"
],
"description": "GitLab tier: free/ce, premium or ultimate, used as given. When unset, detected from the instance license, then from the plans of the namespaces the token administers, then, on GitLab.com, from the top-level groups the token is a member of, falling back to free. Gates Premium and Ultimate actions; GitLab.com Ultimate also serves the Orbit Knowledge Graph tools"
},
{
"name": "GITLAB_MCP_READ_ONLY",
"format": "boolean",
"default": "false",
"description": "Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)"
},
{
"name": "GITLAB_MCP_SAFE_MODE",
"format": "boolean",
"default": "false",
"description": "Safe mode: a mutating action returns a preview card naming the action and echoing its arguments instead of running; reads keep working (default: false)"
},
{
"name": "GITLAB_MCP_EMBEDDED_RESOURCES",
"format": "boolean",
"default": "true",
"description": "Append EmbeddedResource content blocks (clickable links to MCP resources) to get_* tool results (default: true)"
},
{
"name": "GITLAB_MCP_EXCLUDE_TOOLS",
"description": "Comma-separated tool names, group names or canonical action IDs to exclude, on every surface (e.g. gitlab_admin,gitlab_runner)",
"placeholder": "gitlab_admin,gitlab_runner"
},
{
"name": "GITLAB_MCP_IGNORE_SCOPES",
"format": "boolean",
"default": "false",
"description": "Skip the scope filter and the read_api narrowing and register all tools regardless of token permissions; a token carrying neither read_api nor api is still refused (default: false)"
},
{
"name": "GITLAB_MCP_UPLOAD_MAX_FILE_SIZE",
"default": "2147483648",
"description": "Largest local file an upload or file-reading action accepts, in bytes or with a KB, MB or GB suffix (e.g. 2GB); at most 1 TB (default: 2147483648, 2 GB)"
},
{
"name": "GITLAB_MCP_ALLOWED_UPLOAD_DIRS",
"description": "Extra OS path-list-separated directories an action may read a local file from; the working directory (unless it is the filesystem root or your home directory) and the OS temp directory are always allowed. Unused in HTTP mode, which refuses local paths",
"placeholder": "/path/to/files:/another/path/to/files"
},
{
"name": "GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS",
"description": "Extra OS path-list-separated directories an action may write a downloaded file into; the working directory (unless it is the filesystem root or your home directory) and the OS temp directory are always allowed. Unused in HTTP mode, which refuses local paths",
"placeholder": "/path/to/downloads:/another/path/to/downloads"
},
{
"name": "GITLAB_MCP_ALLOWED_IMPORT_DIRS",
"description": "Extra OS path-list-separated directories a project or group import archive may be read from; the working directory (unless it is the filesystem root or your home directory) and the OS temp directory are always allowed. Unused in HTTP mode, which refuses local paths",
"placeholder": "/path/to/exports:/another/path/to/exports"
},
{
"name": "GITLAB_MCP_RATE_LIMIT_RPS",
"format": "number",
"default": "0",
"description": "Rate limit per credential, in requests per second, on every call that reaches GitLab, with tools/list charged to a bucket of its own; 0, the default on stdio, disables it (default: 0)"
},
{
"name": "GITLAB_MCP_RATE_LIMIT_BURST",
"format": "number",
"default": "40",
"description": "Token-bucket burst size when GITLAB_MCP_RATE_LIMIT_RPS is greater than 0 (default: 40)"
},
{
"name": "GITLAB_MCP_LOG_LEVEL",
"choices": [
"debug",
"info",
"warn",
"error"
],
"default": "info",
"description": "Logging verbosity (default: info)"
}
]
},
{
"version": "3.3.0",
"transport": {
"type": "stdio"
},
"identifier": "jmrplens-gitlab-mcp-server",
"runtimeHint": "uvx",
"registryType": "pypi",
"registryBaseUrl": "https://pypi.org",
"environmentVariables": [
{
"name": "GITLAB_URL",
"default": "https://gitlab.com",
"description": "GitLab instance URL (default: https://gitlab.com; set for self-managed instances)",
"placeholder": "https://gitlab.com"
},
{
"name": "GITLAB_TOKEN",
"isSecret": true,
"isRequired": true,
"description": "GitLab Personal Access Token (glpat-...)",
"placeholder": "glpat-xxxxxxxxxxxxxxxxxxxx"
},
{
"name": "GITLAB_MCP_SKIP_TLS_VERIFY",
"format": "boolean",
"default": "false",
"description": "Skip TLS certificate verification for self-signed certs (default: false)"
},
{
"name": "GITLAB_MCP_TOOL_SURFACE",
"choices": [
"meta",
"individual",
"dynamic"
],
"default": "dynamic",
"description": "Tool catalog selector: dynamic, meta, or individual (default: dynamic)"
},
{
"name": "GITLAB_MCP_CAPABILITY_SURFACE",
"choices": [
"full",
"minimal"
],
"default": "full",
"description": "Resource and prompt catalog selector: full or minimal (default: full); resource subscriptions require full"
},
{
"name": "GITLAB_MCP_META_PARAM_SCHEMA",
"choices": [
"opaque",
"compact",
"full"
],
"default": "opaque",
"description": "Meta-tool input schema detail: opaque, compact, or full (default: opaque)"
},
{
"name": "GITLAB_MCP_TIER",
"choices": [
"free",
"ce",
"premium",
"ultimate"
],
"description": "GitLab tier: free/ce, premium or ultimate, used as given. When unset, detected from the instance license, then from the plans of the namespaces the token administers, then, on GitLab.com, from the top-level groups the token is a member of, falling back to free. Gates Premium and Ultimate actions; GitLab.com Ultimate also serves the Orbit Knowledge Graph tools"
},
{
"name": "GITLAB_MCP_READ_ONLY",
"format": "boolean",
"default": "false",
"description": "Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)"
},
{
"name": "GITLAB_MCP_SAFE_MODE",
"format": "boolean",
"default": "false",
"description": "Safe mode: a mutating action returns a preview card naming the action and echoing its arguments instead of running; reads keep working (default: false)"
},
{
"name": "GITLAB_MCP_EMBEDDED_RESOURCES",
"format": "boolean",
"default": "true",
"description": "Append EmbeddedResource content blocks (clickable links to MCP resources) to get_* tool results (default: true)"
},
{
"name": "GITLAB_MCP_EXCLUDE_TOOLS",
"description": "Comma-separated tool names, group names or canonical action IDs to exclude, on every surface (e.g. gitlab_admin,gitlab_runner)",
"placeholder": "gitlab_admin,gitlab_runner"
},
{
"name": "GITLAB_MCP_IGNORE_SCOPES",
"format": "boolean",
"default": "false",
"description": "Skip the scope filter and the read_api narrowing and register all tools regardless of token permissions; a token carrying neither read_api nor api is still refused (default: false)"
},
{
"name": "GITLAB_MCP_UPLOAD_MAX_FILE_SIZE",
"default": "2147483648",
"description": "Largest local file an upload or file-reading action accepts, in bytes or with a KB, MB or GB suffix (e.g. 2GB); at most 1 TB (default: 2147483648, 2 GB)"
},
{
"name": "GITLAB_MCP_ALLOWED_UPLOAD_DIRS",
"description": "Extra OS path-list-separated directories an action may read a local file from; the working directory (unless it is the filesystem root or your home directory) and the OS temp directory are always allowed. Unused in HTTP mode, which refuses local paths",
"placeholder": "/path/to/files:/another/path/to/files"
},
{
"name": "GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS",
"description": "Extra OS path-list-separated directories an action may write a downloaded file into; the working directory (unless it is the filesystem root or your home directory) and the OS temp directory are always allowed. Unused in HTTP mode, which refuses local paths",
"placeholder": "/path/to/downloads:/another/path/to/downloads"
},
{
"name": "GITLAB_MCP_ALLOWED_IMPORT_DIRS",
"description": "Extra OS path-list-separated directories a project or group import archive may be read from; the working directory (unless it is the filesystem root or your home directory) and the OS temp directory are always allowed. Unused in HTTP mode, which refuses local paths",
"placeholder": "/path/to/exports:/another/path/to/exports"
},
{
"name": "GITLAB_MCP_RATE_LIMIT_RPS",
"format": "number",
"default": "0",
"description": "Rate limit per credential, in requests per second, on every call that reaches GitLab, with tools/list charged to a bucket of its own; 0, the default on stdio, disables it (default: 0)"
},
{
"name": "GITLAB_MCP_RATE_LIMIT_BURST",
"format": "number",
"default": "40",
"description": "Token-bucket burst size when GITLAB_MCP_RATE_LIMIT_RPS is greater than 0 (default: 40)"
},
{
"name": "GITLAB_MCP_LOG_LEVEL",
"choices": [
"debug",
"info",
"warn",
"error"
],
"default": "info",
"description": "Logging verbosity (default: info)"
}
]
},
{
"version": "3.3.0",
"transport": {
"type": "stdio"
},
"identifier": "gitlab-mcp-server",
"runtimeHint": "dnx",
"registryType": "nuget",
"registryBaseUrl": "https://api.nuget.org/v3/index.json",
"environmentVariables": [
{
"name": "GITLAB_URL",
"default": "https://gitlab.com",
"description": "GitLab instance URL (default: https://gitlab.com; set for self-managed instances)",
"placeholder": "https://gitlab.com"
},
{
"name": "GITLAB_TOKEN",
"isSecret": true,
"isRequired": true,
"description": "GitLab Personal Access Token (glpat-...)",
"placeholder": "glpat-xxxxxxxxxxxxxxxxxxxx"
},
{
"name": "GITLAB_MCP_SKIP_TLS_VERIFY",
"format": "boolean",
"default": "false",
"description": "Skip TLS certificate verification for self-signed certs (default: false)"
},
{
"name": "GITLAB_MCP_TOOL_SURFACE",
"choices": [
"meta",
"individual",
"dynamic"
],
"default": "dynamic",
"description": "Tool catalog selector: dynamic, meta, or individual (default: dynamic)"
},
{
"name": "GITLAB_MCP_CAPABILITY_SURFACE",
"choices": [
"full",
"minimal"
],
"default": "full",
"description": "Resource and prompt catalog selector: full or minimal (default: full); resource subscriptions require full"
},
{
"name": "GITLAB_MCP_META_PARAM_SCHEMA",
"choices": [
"opaque",
"compact",
"full"
],
"default": "opaque",
"description": "Meta-tool input schema detail: opaque, compact, or full (default: opaque)"
},
{
"name": "GITLAB_MCP_TIER",
"choices": [
"free",
"ce",
"premium",
"ultimate"
],
"description": "GitLab tier: free/ce, premium or ultimate, used as given. When unset, detected from the instance license, then from the plans of the namespaces the token administers, then, on GitLab.com, from the top-level groups the token is a member of, falling back to free. Gates Premium and Ultimate actions; GitLab.com Ultimate also serves the Orbit Knowledge Graph tools"
},
{
"name": "GITLAB_MCP_READ_ONLY",
"format": "boolean",
"default": "false",
"description": "Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)"
},
{
"name": "GITLAB_MCP_SAFE_MODE",
"format": "boolean",
"default": "false",
"description": "Safe mode: a mutating action returns a preview card naming the action and echoing its arguments instead of running; reads keep working (default: false)"
},
{
"name": "GITLAB_MCP_EMBEDDED_RESOURCES",
"format": "boolean",
"default": "true",
"description": "Append EmbeddedResource content blocks (clickable links to MCP resources) to get_* tool results (default: true)"
},
{
"name": "GITLAB_MCP_EXCLUDE_TOOLS",
"description": "Comma-separated tool names, group names or canonical action IDs to exclude, on every surface (e.g. gitlab_admin,gitlab_runner)",
"placeholder": "gitlab_admin,gitlab_runner"
},
{
"name": "GITLAB_MCP_IGNORE_SCOPES",
"format": "boolean",
"default": "false",
"description": "Skip the scope filter and the read_api narrowing and register all tools regardless of token permissions; a token carrying neither read_api nor api is still refused (default: false)"
},
{
"name": "GITLAB_MCP_UPLOAD_MAX_FILE_SIZE",
"default": "2147483648",
"description": "Largest local file an upload or file-reading action accepts, in bytes or with a KB, MB or GB suffix (e.g. 2GB); at most 1 TB (default: 2147483648, 2 GB)"
},
{
"name": "GITLAB_MCP_ALLOWED_UPLOAD_DIRS",
"description": "Extra OS path-list-separated directories an action may read a local file from; the working directory (unless it is the filesystem root or your home directory) and the OS temp directory are always allowed. Unused in HTTP mode, which refuses local paths",
"placeholder": "/path/to/files:/another/path/to/files"
},
{
"name": "GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS",
"description": "Extra OS path-list-separated directories an action may write a downloaded file into; the working directory (unless it is the filesystem root or your home directory) and the OS temp directory are always allowed. Unused in HTTP mode, which refuses local paths",
"placeholder": "/path/to/downloads:/another/path/to/downloads"
},
{
"name": "GITLAB_MCP_ALLOWED_IMPORT_DIRS",
"description": "Extra OS path-list-separated directories a project or group import archive may be read from; the working directory (unless it is the filesystem root or your home directory) and the OS temp directory are always allowed. Unused in HTTP mode, which refuses local paths",
"placeholder": "/path/to/exports:/another/path/to/exports"
},
{
"name": "GITLAB_MCP_RATE_LIMIT_RPS",
"format": "number",
"default": "0",
"description": "Rate limit per credential, in requests per second, on every call that reaches GitLab, with tools/list charged to a bucket of its own; 0, the default on stdio, disables it (default: 0)"
},
{
"name": "GITLAB_MCP_RATE_LIMIT_BURST",
"format": "number",
"default": "40",
"description": "Token-bucket burst size when GITLAB_MCP_RATE_LIMIT_RPS is greater than 0 (default: 40)"
},
{
"name": "GITLAB_MCP_LOG_LEVEL",
"choices": [
"debug",
"info",
"warn",
"error"
],
"default": "info",
"description": "Logging verbosity (default: info)"
}
]
}
],
"repository": {
"id": "1208139072",
"url": "https://github.com/jmrplens/gitlab-mcp-server",
"source": "github"
},
"websiteUrl": "https://docs.jmrp.io/gitlab-mcp-server",
"description": "Go MCP server for GitLab: 2 dynamic tools reach ~876 actions on Free/CE, up to ~1103 on Ultimate."
}
}