{"servers":[{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-09-29/server.schema.json","name":"com.gitlab/mcp","description":"Official GitLab MCP Server","repository":{"url":"https://gitlab.com/gitlab-org/gitlab","source":"gitlab"},"version":"0.0.1","remotes":[{"type":"streamable-http","url":"https://gitlab.com/api/v4/mcp"}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2025-10-02T04:59:37.530539Z","publishedAt":"2025-10-02T04:59:37.530539Z","updatedAt":"2025-10-02T04:59:37.530539Z","isLatest":true}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"com.mcparmory/gitlab","description":"Manage projects, groups, branches, merge requests, and CI/CD pipelines","repository":{"url":"https://github.com/mcparmory/registry","source":"github"},"version":"1.0.3","packages":[{"registryType":"pypi","identifier":"mcparmory-gitlab","version":"1.0.3","runtimeHint":"uvx","transport":{"type":"stdio"}},{"registryType":"oci","identifier":"ghcr.io/mcparmory/gitlab:1.0.3","runtimeHint":"docker","transport":{"type":"stdio"}}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-05-11T19:56:08.738006Z","publishedAt":"2026-05-11T19:56:08.738006Z","updatedAt":"2026-05-11T19:56:08.738006Z","isLatest":true}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.crunchtools/gitlab","description":"Secure MCP server for GitLab projects, merge requests, issues, and pipelines","title":"MCP Gitlab","repository":{"url":"https://github.com/crunchtools/mcp-gitlab","source":"github"},"version":"0.4.1","packages":[{"registryType":"pypi","identifier":"mcp-gitlab-crunchtools","version":"0.4.1","transport":{"type":"stdio"}}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-03-02T04:02:49.700358Z","publishedAt":"2026-03-02T04:02:49.700358Z","updatedAt":"2026-03-02T04:02:49.700358Z","isLatest":true}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.detailobsessed/efficient-gitlab","description":"Token-efficient GitLab MCP: 167 tools via 3 meta-tools, field projection, keyset pagination","repository":{"url":"https://github.com/detailobsessed/efficient-gitlab-mcp","source":"github"},"version":"2.33.0","packages":[{"registryType":"npm","identifier":"efficient-gitlab-mcp-server","version":"2.33.0","transport":{"type":"stdio"},"environmentVariables":[{"description":"GitLab personal access token with API scope","isRequired":true,"format":"string","isSecret":true,"name":"GITLAB_PERSONAL_ACCESS_TOKEN"},{"description":"GitLab API base URL (default: https://gitlab.com)","format":"string","name":"GITLAB_API_URL"}]}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-05-15T16:52:26.635036Z","publishedAt":"2026-05-15T16:52:26.635036Z","updatedAt":"2026-05-15T16:52:26.635036Z","isLatest":true}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-09-29/server.schema.json","name":"io.github.dubuqingfeng/gitlab-mcp-server","description":"GitLab MCP (Model Context Protocol) server for AI agents","repository":{"url":"https://github.com/dubuqingfeng/gitlab-mcp-server","source":"github"},"version":"1.0.1","packages":[{"registryType":"npm","registryBaseUrl":"https://registry.npmjs.org","identifier":"@dubuqingfeng/gitlab-mcp-server","version":"2.0.12","transport":{"type":"stdio"},"environmentVariables":[{"description":"Your API key for the gitlab","isRequired":true,"format":"string","isSecret":true,"name":"GITLAB_TOKEN"},{"description":"Gitlab URL","format":"string","name":"GITLAB_URL"},{"description":"Lark 机器人 Webhook URL","format":"string","isSecret":true,"name":"LARK_WEBHOOK_URL"},{"description":"可选：签名密钥（如果机器人启用了签名验证）","format":"string","isSecret":true,"name":"LARK_SECRET_KEY"},{"description":"可选：是否启用通知，默认为 true","format":"boolean","name":"LARK_ENABLE_NOTIFICATION"},{"description":"可选：通知模式 - gitlab_only(仅GitLab)、lark_only(仅Lark)、both(两者都发)，默认为 gitlab_only","format":"string","name":"GITLAB_NOTE_MODE"}]}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2025-09-11T09:41:43.896888Z","publishedAt":"2025-09-11T09:41:43.896888Z","updatedAt":"2025-09-11T09:41:43.896888Z","isLatest":true}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.jmrplens/gitlab-mcp-server","description":"Go MCP server for GitLab: 2 dynamic tools reach ~872 actions on Free/CE, up to ~1098 on Ultimate.","title":"GitLab MCP Server","repository":{"url":"https://github.com/jmrplens/gitlab-mcp-server","source":"github","id":"1208139072"},"version":"3.2.0","websiteUrl":"https://jmrp.io/docs/gitlab-mcp-server","icons":[{"src":"https://raw.githubusercontent.com/jmrplens/gitlab-mcp-server/main/site/public/favicon.svg","mimeType":"image/svg+xml","sizes":["any"]},{"src":"https://raw.githubusercontent.com/jmrplens/gitlab-mcp-server/main/site/public/logo-400.png","mimeType":"image/png","sizes":["400x400"]}],"packages":[{"registryType":"mcpb","identifier":"https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.2.0/gitlab-mcp-server-darwin.mcpb","version":"3.2.0","fileSha256":"e878d36137861bced210310a4f706969895b3229123ac6d5af1219a2957eb22c","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_MCP_SKIP_TLS_VERIFY"},{"description":"Tool catalog selector: dynamic, meta, or individual (default: dynamic)","default":"dynamic","choices":["meta","individual","dynamic"],"name":"GITLAB_MCP_TOOL_SURFACE"},{"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, falling back to free. Gates Premium and Ultimate actions; GitLab.com Ultimate also serves the Orbit Knowledge Graph tools","choices":["free","ce","premium","ultimate"],"name":"GITLAB_MCP_TIER"},{"description":"Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)","format":"boolean","default":"false","name":"GITLAB_MCP_READ_ONLY"},{"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)","format":"boolean","default":"false","name":"GITLAB_MCP_SAFE_MODE"},{"description":"Logging verbosity (default: info)","default":"info","choices":["debug","info","warn","error"],"name":"GITLAB_MCP_LOG_LEVEL"}]},{"registryType":"mcpb","identifier":"https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.2.0/gitlab-mcp-server-windows.mcpb","version":"3.2.0","fileSha256":"3946f927f703d84fd01e18dbe8e160b75084835129a453a313c515765f316575","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_MCP_SKIP_TLS_VERIFY"},{"description":"Tool catalog selector: dynamic, meta, or individual (default: dynamic)","default":"dynamic","choices":["meta","individual","dynamic"],"name":"GITLAB_MCP_TOOL_SURFACE"},{"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, falling back to free. Gates Premium and Ultimate actions; GitLab.com Ultimate also serves the Orbit Knowledge Graph tools","choices":["free","ce","premium","ultimate"],"name":"GITLAB_MCP_TIER"},{"description":"Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)","format":"boolean","default":"false","name":"GITLAB_MCP_READ_ONLY"},{"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)","format":"boolean","default":"false","name":"GITLAB_MCP_SAFE_MODE"},{"description":"Logging verbosity (default: info)","default":"info","choices":["debug","info","warn","error"],"name":"GITLAB_MCP_LOG_LEVEL"}]},{"registryType":"mcpb","identifier":"https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.2.0/gitlab-mcp-server-linux.mcpb","version":"3.2.0","fileSha256":"4740db9d1a9a81b668e0f7c6ee5ae0e47bca604f51fce05f65a051ea0dfcbded","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_MCP_SKIP_TLS_VERIFY"},{"description":"Tool catalog selector: dynamic, meta, or individual (default: dynamic)","default":"dynamic","choices":["meta","individual","dynamic"],"name":"GITLAB_MCP_TOOL_SURFACE"},{"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, falling back to free. Gates Premium and Ultimate actions; GitLab.com Ultimate also serves the Orbit Knowledge Graph tools","choices":["free","ce","premium","ultimate"],"name":"GITLAB_MCP_TIER"},{"description":"Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)","format":"boolean","default":"false","name":"GITLAB_MCP_READ_ONLY"},{"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)","format":"boolean","default":"false","name":"GITLAB_MCP_SAFE_MODE"},{"description":"Logging verbosity (default: info)","default":"info","choices":["debug","info","warn","error"],"name":"GITLAB_MCP_LOG_LEVEL"}]},{"registryType":"oci","identifier":"ghcr.io/jmrplens/gitlab-mcp-server:3.2.0@sha256:054f99756efb1182aff73effb2a8861ddde8c90146d2e2b3efafd459647d69f8","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_MCP_SKIP_TLS_VERIFY"},{"description":"Tool catalog selector: dynamic, meta, or individual (default: dynamic)","default":"dynamic","choices":["meta","individual","dynamic"],"name":"GITLAB_MCP_TOOL_SURFACE"},{"description":"Resource and prompt catalog selector: full or minimal (default: full); resource subscriptions require full","default":"full","choices":["full","minimal"],"name":"GITLAB_MCP_CAPABILITY_SURFACE"},{"description":"Meta-tool input schema detail: opaque, compact, or full (default: opaque)","default":"opaque","choices":["opaque","compact","full"],"name":"GITLAB_MCP_META_PARAM_SCHEMA"},{"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, falling back to free. Gates Premium and Ultimate actions; GitLab.com Ultimate also serves the Orbit Knowledge Graph tools","choices":["free","ce","premium","ultimate"],"name":"GITLAB_MCP_TIER"},{"description":"Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)","format":"boolean","default":"false","name":"GITLAB_MCP_READ_ONLY"},{"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)","format":"boolean","default":"false","name":"GITLAB_MCP_SAFE_MODE"},{"description":"Append EmbeddedResource content blocks (clickable links to MCP resources) to get_* tool results (default: true)","format":"boolean","default":"true","name":"GITLAB_MCP_EMBEDDED_RESOURCES"},{"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_EXCLUDE_TOOLS"},{"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)","format":"boolean","default":"false","name":"GITLAB_MCP_IGNORE_SCOPES"},{"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)","default":"2147483648","name":"GITLAB_MCP_UPLOAD_MAX_FILE_SIZE"},{"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_UPLOAD_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_DOWNLOAD_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_ALLOWED_IMPORT_DIRS"},{"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)","format":"number","default":"0","name":"GITLAB_MCP_RATE_LIMIT_RPS"},{"description":"Token-bucket burst size when GITLAB_MCP_RATE_LIMIT_RPS is greater than 0 (default: 40)","format":"number","default":"40","name":"GITLAB_MCP_RATE_LIMIT_BURST"},{"description":"Logging verbosity (default: info)","default":"info","choices":["debug","info","warn","error"],"name":"GITLAB_MCP_LOG_LEVEL"}]},{"registryType":"oci","identifier":"docker.io/jmrplens/gitlab-mcp-server:3.2.0@sha256:054f99756efb1182aff73effb2a8861ddde8c90146d2e2b3efafd459647d69f8","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_MCP_SKIP_TLS_VERIFY"},{"description":"Tool catalog selector: dynamic, meta, or individual (default: dynamic)","default":"dynamic","choices":["meta","individual","dynamic"],"name":"GITLAB_MCP_TOOL_SURFACE"},{"description":"Resource and prompt catalog selector: full or minimal (default: full); resource subscriptions require full","default":"full","choices":["full","minimal"],"name":"GITLAB_MCP_CAPABILITY_SURFACE"},{"description":"Meta-tool input schema detail: opaque, compact, or full (default: opaque)","default":"opaque","choices":["opaque","compact","full"],"name":"GITLAB_MCP_META_PARAM_SCHEMA"},{"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, falling back to free. Gates Premium and Ultimate actions; GitLab.com Ultimate also serves the Orbit Knowledge Graph tools","choices":["free","ce","premium","ultimate"],"name":"GITLAB_MCP_TIER"},{"description":"Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)","format":"boolean","default":"false","name":"GITLAB_MCP_READ_ONLY"},{"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)","format":"boolean","default":"false","name":"GITLAB_MCP_SAFE_MODE"},{"description":"Append EmbeddedResource content blocks (clickable links to MCP resources) to get_* tool results (default: true)","format":"boolean","default":"true","name":"GITLAB_MCP_EMBEDDED_RESOURCES"},{"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_EXCLUDE_TOOLS"},{"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)","format":"boolean","default":"false","name":"GITLAB_MCP_IGNORE_SCOPES"},{"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)","default":"2147483648","name":"GITLAB_MCP_UPLOAD_MAX_FILE_SIZE"},{"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_UPLOAD_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_DOWNLOAD_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_ALLOWED_IMPORT_DIRS"},{"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)","format":"number","default":"0","name":"GITLAB_MCP_RATE_LIMIT_RPS"},{"description":"Token-bucket burst size when GITLAB_MCP_RATE_LIMIT_RPS is greater than 0 (default: 40)","format":"number","default":"40","name":"GITLAB_MCP_RATE_LIMIT_BURST"},{"description":"Logging verbosity (default: info)","default":"info","choices":["debug","info","warn","error"],"name":"GITLAB_MCP_LOG_LEVEL"}]},{"registryType":"npm","identifier":"@jmrp.io/gitlab-mcp-server","version":"3.2.0","runtimeHint":"npx","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_MCP_SKIP_TLS_VERIFY"},{"description":"Tool catalog selector: dynamic, meta, or individual (default: dynamic)","default":"dynamic","choices":["meta","individual","dynamic"],"name":"GITLAB_MCP_TOOL_SURFACE"},{"description":"Resource and prompt catalog selector: full or minimal (default: full); resource subscriptions require full","default":"full","choices":["full","minimal"],"name":"GITLAB_MCP_CAPABILITY_SURFACE"},{"description":"Meta-tool input schema detail: opaque, compact, or full (default: opaque)","default":"opaque","choices":["opaque","compact","full"],"name":"GITLAB_MCP_META_PARAM_SCHEMA"},{"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, falling back to free. Gates Premium and Ultimate actions; GitLab.com Ultimate also serves the Orbit Knowledge Graph tools","choices":["free","ce","premium","ultimate"],"name":"GITLAB_MCP_TIER"},{"description":"Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)","format":"boolean","default":"false","name":"GITLAB_MCP_READ_ONLY"},{"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)","format":"boolean","default":"false","name":"GITLAB_MCP_SAFE_MODE"},{"description":"Append EmbeddedResource content blocks (clickable links to MCP resources) to get_* tool results (default: true)","format":"boolean","default":"true","name":"GITLAB_MCP_EMBEDDED_RESOURCES"},{"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_EXCLUDE_TOOLS"},{"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)","format":"boolean","default":"false","name":"GITLAB_MCP_IGNORE_SCOPES"},{"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)","default":"2147483648","name":"GITLAB_MCP_UPLOAD_MAX_FILE_SIZE"},{"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_UPLOAD_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_DOWNLOAD_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_ALLOWED_IMPORT_DIRS"},{"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)","format":"number","default":"0","name":"GITLAB_MCP_RATE_LIMIT_RPS"},{"description":"Token-bucket burst size when GITLAB_MCP_RATE_LIMIT_RPS is greater than 0 (default: 40)","format":"number","default":"40","name":"GITLAB_MCP_RATE_LIMIT_BURST"},{"description":"Logging verbosity (default: info)","default":"info","choices":["debug","info","warn","error"],"name":"GITLAB_MCP_LOG_LEVEL"}]},{"registryType":"pypi","registryBaseUrl":"https://pypi.org","identifier":"jmrplens-gitlab-mcp-server","version":"3.2.0","runtimeHint":"uvx","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_MCP_SKIP_TLS_VERIFY"},{"description":"Tool catalog selector: dynamic, meta, or individual (default: dynamic)","default":"dynamic","choices":["meta","individual","dynamic"],"name":"GITLAB_MCP_TOOL_SURFACE"},{"description":"Resource and prompt catalog selector: full or minimal (default: full); resource subscriptions require full","default":"full","choices":["full","minimal"],"name":"GITLAB_MCP_CAPABILITY_SURFACE"},{"description":"Meta-tool input schema detail: opaque, compact, or full (default: opaque)","default":"opaque","choices":["opaque","compact","full"],"name":"GITLAB_MCP_META_PARAM_SCHEMA"},{"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, falling back to free. Gates Premium and Ultimate actions; GitLab.com Ultimate also serves the Orbit Knowledge Graph tools","choices":["free","ce","premium","ultimate"],"name":"GITLAB_MCP_TIER"},{"description":"Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)","format":"boolean","default":"false","name":"GITLAB_MCP_READ_ONLY"},{"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)","format":"boolean","default":"false","name":"GITLAB_MCP_SAFE_MODE"},{"description":"Append EmbeddedResource content blocks (clickable links to MCP resources) to get_* tool results (default: true)","format":"boolean","default":"true","name":"GITLAB_MCP_EMBEDDED_RESOURCES"},{"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_EXCLUDE_TOOLS"},{"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)","format":"boolean","default":"false","name":"GITLAB_MCP_IGNORE_SCOPES"},{"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)","default":"2147483648","name":"GITLAB_MCP_UPLOAD_MAX_FILE_SIZE"},{"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_UPLOAD_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_DOWNLOAD_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_ALLOWED_IMPORT_DIRS"},{"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)","format":"number","default":"0","name":"GITLAB_MCP_RATE_LIMIT_RPS"},{"description":"Token-bucket burst size when GITLAB_MCP_RATE_LIMIT_RPS is greater than 0 (default: 40)","format":"number","default":"40","name":"GITLAB_MCP_RATE_LIMIT_BURST"},{"description":"Logging verbosity (default: info)","default":"info","choices":["debug","info","warn","error"],"name":"GITLAB_MCP_LOG_LEVEL"}]},{"registryType":"nuget","registryBaseUrl":"https://api.nuget.org/v3/index.json","identifier":"gitlab-mcp-server","version":"3.2.0","runtimeHint":"dnx","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_MCP_SKIP_TLS_VERIFY"},{"description":"Tool catalog selector: dynamic, meta, or individual (default: dynamic)","default":"dynamic","choices":["meta","individual","dynamic"],"name":"GITLAB_MCP_TOOL_SURFACE"},{"description":"Resource and prompt catalog selector: full or minimal (default: full); resource subscriptions require full","default":"full","choices":["full","minimal"],"name":"GITLAB_MCP_CAPABILITY_SURFACE"},{"description":"Meta-tool input schema detail: opaque, compact, or full (default: opaque)","default":"opaque","choices":["opaque","compact","full"],"name":"GITLAB_MCP_META_PARAM_SCHEMA"},{"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, falling back to free. Gates Premium and Ultimate actions; GitLab.com Ultimate also serves the Orbit Knowledge Graph tools","choices":["free","ce","premium","ultimate"],"name":"GITLAB_MCP_TIER"},{"description":"Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)","format":"boolean","default":"false","name":"GITLAB_MCP_READ_ONLY"},{"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)","format":"boolean","default":"false","name":"GITLAB_MCP_SAFE_MODE"},{"description":"Append EmbeddedResource content blocks (clickable links to MCP resources) to get_* tool results (default: true)","format":"boolean","default":"true","name":"GITLAB_MCP_EMBEDDED_RESOURCES"},{"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_EXCLUDE_TOOLS"},{"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)","format":"boolean","default":"false","name":"GITLAB_MCP_IGNORE_SCOPES"},{"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)","default":"2147483648","name":"GITLAB_MCP_UPLOAD_MAX_FILE_SIZE"},{"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_UPLOAD_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_DOWNLOAD_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_ALLOWED_IMPORT_DIRS"},{"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)","format":"number","default":"0","name":"GITLAB_MCP_RATE_LIMIT_RPS"},{"description":"Token-bucket burst size when GITLAB_MCP_RATE_LIMIT_RPS is greater than 0 (default: 40)","format":"number","default":"40","name":"GITLAB_MCP_RATE_LIMIT_BURST"},{"description":"Logging verbosity (default: info)","default":"info","choices":["debug","info","warn","error"],"name":"GITLAB_MCP_LOG_LEVEL"}]}],"remotes":[{"type":"streamable-http","url":"https://mcp.jmrp.io/gitlab","headers":[{"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.","isSecret":true,"placeholder":"Bearer glpat-xxxxxxxxxxxxxxxxxxxx","name":"Authorization"}]}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-10-09T20:14:12.450034Z","publishedAt":"2026-10-09T20:14:12.450034Z","updatedAt":"2026-10-09T20:14:12.450034Z","isLatest":true}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.jmshinhwa/gitlab-ci-break-lint","description":"Names the .gitlab-ci.yml lines your runner will reject after the next GitLab major upgrade","repository":{"url":"https://github.com/jmshinhwa/readystack-themes","source":"github"},"version":"1.0.1","packages":[{"registryType":"npm","identifier":"@readystack/gitlab-ci-break-lint","version":"1.0.1","runtimeHint":"npx","transport":{"type":"stdio"},"packageArguments":[{"description":"run as an MCP server (stdio)","value":"--mcp","type":"positional"}]}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-09-23T09:31:46.382713Z","publishedAt":"2026-09-23T09:31:46.382713Z","updatedAt":"2026-09-23T09:31:46.382713Z","isLatest":true}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.mmedum/gitlab-mcp","description":"GitLab over MCP from your own account: issues, merge requests, reviews, the repository and CI.","repository":{"url":"https://github.com/mmedum/gitlab-mcp","source":"github"},"version":"2.4.0","websiteUrl":"https://github.com/mmedum/gitlab-mcp#readme","packages":[{"registryType":"mcpb","identifier":"https://github.com/mmedum/gitlab-mcp/releases/download/v2.4.0/gitlab-mcp_2.4.0.mcpb","version":"2.4.0","fileSha256":"57fb41d1cbfc831e16650d3d338a59dbb42b0af840a84775f75a76d83fcbdce7","transport":{"type":"stdio"}}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-10-10T09:06:13.658208Z","publishedAt":"2026-10-10T09:06:13.658208Z","updatedAt":"2026-10-10T09:06:13.658208Z","isLatest":true}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.mrfentmen/gitlab-mcp","description":"Public GitLab projects and users. No key required.","repository":{"url":"https://github.com/mrfentmen/gitlab-mcp","source":"github"},"version":"1.0.0","packages":[{"registryType":"npm","identifier":"@mrfentmen/gitlab-mcp","version":"1.0.0","transport":{"type":"stdio"}}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-09-21T22:06:19.282739Z","publishedAt":"2026-09-21T22:06:19.282739Z","updatedAt":"2026-09-21T22:06:19.282739Z","isLatest":true}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.mshegolev/gitlab-ci-mcp","description":"GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted).","repository":{"url":"https://github.com/mshegolev/gitlab-ci-mcp","source":"github"},"version":"0.5.1","packages":[{"registryType":"pypi","identifier":"gitlab-ci-mcp","version":"0.5.1","transport":{"type":"stdio"},"environmentVariables":[{"description":"GitLab instance URL (e.g. https://gitlab.com or https://gitlab.example.com)","isRequired":true,"format":"string","name":"GITLAB_URL"},{"description":"GitLab Personal Access Token with 'api' scope","isRequired":true,"format":"string","isSecret":true,"name":"GITLAB_TOKEN"},{"description":"Default project path (e.g. my-org/my-repo); can be overridden per call","format":"string","name":"GITLAB_PROJECT_PATH"},{"description":"Verify SSL certificates (true/false). Set to 'false' for self-hosted GitLab with self-signed certs.","format":"string","default":"true","name":"GITLAB_SSL_VERIFY"}]}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-04-17T17:43:20.002643Z","publishedAt":"2026-04-17T17:43:20.002643Z","updatedAt":"2026-04-17T17:43:20.002643Z","isLatest":true}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.nunolima/gitlab-docs-mcp","description":"Searchable access to GitLab documentation from multiple repositories with full-text search.","title":"GitLab Documentation MCP Server","repository":{"url":"https://github.com/nunolima/gitlab-docs-mcp","source":"github"},"version":"0.1.1","packages":[{"registryType":"oci","identifier":"docker.io/nunolima/gitlab-docs-mcp:18.7","transport":{"type":"stdio"}}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-02-01T14:47:44.602913Z","publishedAt":"2026-02-01T14:47:44.602913Z","updatedAt":"2026-02-01T14:47:44.602913Z","isLatest":true}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.ozanmutlu/gitlab-docs","description":"Search and browse 2,900+ official GitLab documentation pages via MCP","repository":{"url":"https://github.com/ozanmutlu/Gitlab-Docs-MCP","source":"github"},"version":"1.1.18","packages":[{"registryType":"npm","identifier":"gitlab-docs-mcp","version":"1.1.18","transport":{"type":"stdio"}}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-10-19T09:27:07.856083Z","publishedAt":"2026-10-19T09:27:07.856083Z","updatedAt":"2026-10-19T09:27:07.856083Z","isLatest":true}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.pipeworx-io/gitlab","description":"GitLab MCP — wraps the GitLab REST API v4 (BYO API key)","title":"Gitlab","repository":{"url":"https://github.com/pipeworx-io/mcp-gitlab","source":"github"},"version":"0.1.2","websiteUrl":"https://pipeworx.io/packs/gitlab","remotes":[{"type":"streamable-http","url":"https://gateway.pipeworx.io/gitlab/mcp"}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-09-26T12:38:30.347988Z","publishedAt":"2026-09-26T12:38:30.347988Z","updatedAt":"2026-09-26T12:38:30.347988Z","isLatest":true}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.pipeworx-io/gitlab-public","description":"GitLab Public MCP — wraps the GitLab REST API v4 (public endpoints, no auth)","title":"Gitlab Public","repository":{"url":"https://github.com/pipeworx-io/mcp-gitlab-public","source":"github"},"version":"0.1.2","websiteUrl":"https://pipeworx.io/packs/gitlab-public","remotes":[{"type":"streamable-http","url":"https://gateway.pipeworx.io/gitlab-public/mcp"}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-09-26T18:55:13.694264Z","publishedAt":"2026-09-26T18:55:13.694264Z","updatedAt":"2026-09-26T18:55:13.694264Z","isLatest":true}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.structured-world/gitlab-mcp","description":"64 CQRS tools exposing 230 GitLab operations across 26 entity types","title":"Advanced GitLab MCP server","repository":{"url":"https://github.com/structured-world/gitlab-mcp","source":"github"},"version":"11.0.0","websiteUrl":"https://gitlab-mcp.sw.foundation","packages":[{"registryType":"npm","identifier":"@structured-world/gitlab-mcp","version":"11.0.0","transport":{"type":"stdio"},"environmentVariables":[{"description":"GitLab Personal Access Token with 'api' and 'read_user' scopes","isRequired":true,"format":"string","isSecret":true,"name":"GITLAB_TOKEN"},{"description":"GitLab instance API URL for self-hosted instances (defaults to https://gitlab.com)","format":"string","name":"GITLAB_API_URL"},{"description":"Enable read-only mode (disable all manage_* write operations)","format":"boolean","name":"GITLAB_READ_ONLY_MODE"}]},{"registryType":"mcpb","identifier":"https://github.com/structured-world/gitlab-mcp/releases/download/gitlab-mcp-v11.0.0/gitlab-mcp-11.0.0.mcpb","fileSha256":"662f6c53a662881070021b028da888a7230bbd5540e6768f624194152bc8637c","transport":{"type":"stdio"}}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-10-16T14:12:23.443652Z","publishedAt":"2026-10-16T14:12:23.443652Z","updatedAt":"2026-10-16T14:12:23.443652Z","isLatest":true}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.sumirati/mcp-gitlab","description":"Developer-ready GitLab MCP server for CE and EE instances.","title":"GitLab MCP Server","repository":{"url":"https://github.com/sumirati/mcp-gitlab","source":"github"},"version":"3.2.0","packages":[{"registryType":"npm","identifier":"@sumirati/mcp-gitlab","version":"3.2.0","transport":{"type":"stdio"},"environmentVariables":[{"description":"GitLab Personal Access Token with api scope","isRequired":true,"isSecret":true,"name":"GITLAB_PERSONAL_ACCESS_TOKEN"},{"description":"GitLab instance API URL (defaults to https://gitlab.com/api/v4)","default":"https://gitlab.com/api/v4","name":"GITLAB_API_URL"},{"description":"Enable read-only safety mode (true/false, default: false)","default":"false","name":"GITLAB_READ_ONLY"},{"description":"Set to true to expose all 90 catalog actions directly on ListTools instead of the 5-tool hybrid surface","default":"false","name":"GITLAB_EXPOSE_ALL_TOOLS"},{"description":"Default output format: 'markdown' (default, compact tables) or 'json'","default":"markdown","name":"MCP_OUTPUT_FORMAT"}]}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-10-16T22:37:27.723648Z","publishedAt":"2026-10-16T22:37:27.723648Z","updatedAt":"2026-10-16T22:37:27.723648Z","isLatest":true}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.vish288/mcp-gitlab","description":"GitLab MCP server (MCP 2026-07-28): projects, MRs, pipelines, CI/CD, issues; writes or read-only","repository":{"url":"https://github.com/vish288/mcp-gitlab","source":"github"},"version":"0.21.0","packages":[{"registryType":"pypi","identifier":"mcp-gitlab","version":"0.21.0","transport":{"type":"stdio"},"environmentVariables":[{"description":"GitLab personal access token (token mode). Optional after `mcp-gitlab auth login`; also accepts GITLAB_PAT, GITLAB_PERSONAL_ACCESS_TOKEN, GITLAB_API_TOKEN","format":"string","isSecret":true,"name":"GITLAB_TOKEN"},{"description":"GitLab instance URL (e.g. https://gitlab.com)","isRequired":true,"format":"string","name":"GITLAB_URL"},{"description":"Alias for MCP_READ_ONLY. Any value other than false/0/no/off/empty locks the server read-only; --read-only can only raise the lock","format":"string","name":"GITLAB_READ_ONLY"},{"description":"Locks the server read-only: write tools and write-workflow prompts are not listed and nothing lifts the lock at runtime. Shared name across the mcp-* servers; set it in the deployer's env","format":"string","name":"MCP_READ_ONLY"},{"description":"Authentication mode: token (default) or oauth (OAuth 2.1 proxy; streamable-http only)","format":"string","name":"GITLAB_AUTH"},{"description":"Application ID of the GitLab OAuth app (oauth mode, or local sign-in on a self-managed instance)","format":"string","name":"GITLAB_OAUTH_CLIENT_ID"},{"description":"Secret of the GitLab OAuth app (oauth mode)","format":"string","isSecret":true,"name":"GITLAB_OAUTH_CLIENT_SECRET"},{"description":"Public URL of this server, no trailing slash (oauth mode); redirect URI is <base>/auth/callback","format":"string","name":"GITLAB_OAUTH_BASE_URL"},{"description":"Space-separated GitLab scopes required on every request (oauth mode; default api)","format":"string","name":"GITLAB_OAUTH_SCOPES"},{"description":"FastMCP JWT signing key, >=32 random chars (oauth mode; defaults to one derived from the client secret)","format":"string","isSecret":true,"name":"GITLAB_OAUTH_JWT_KEY"},{"description":"Bearer token (min 16 chars) required to bind an HTTP transport to a non-loopback host; clients send it as 'Authorization: Bearer <token>' (token mode; --auth oauth has its own sign-in)","format":"string","isSecret":true,"name":"GITLAB_HTTP_BEARER_TOKEN"}]}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-10-18T02:50:05.77368Z","publishedAt":"2026-10-18T02:50:05.77368Z","updatedAt":"2026-10-18T02:50:05.77368Z","isLatest":true}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.zereight/gitlab-mcp","description":"GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.","title":"GitLab MCP Server","repository":{"url":"https://github.com/zereight/gitlab-mcp","source":"github"},"version":"2.3.4","websiteUrl":"https://zereight.github.io/gitlab-mcp/","packages":[{"registryType":"npm","identifier":"@zereight/mcp-gitlab","version":"2.3.4","transport":{"type":"stdio"},"environmentVariables":[{"description":"GitLab personal access token for local stdio use. A non-empty value overrides GITLAB_PERSONAL_ACCESS_TOKEN_FILE. One of this token, GITLAB_PERSONAL_ACCESS_TOKEN_FILE, GITLAB_JOB_TOKEN, GITLAB_AUTH_COOKIE_PATH, or GITLAB_USE_OAUTH=true must be set. Create a token with the GitLab scopes the tools need, such as api or read_api.","format":"string","isSecret":true,"name":"GITLAB_PERSONAL_ACCESS_TOKEN"},{"description":"Path to a file that contains the personal access token. Read once at startup and trimmed. Ignored when GITLAB_PERSONAL_ACCESS_TOKEN or --token is non-empty. A missing, unreadable, or empty file stops startup. Does not replace job token, OAuth, cookie, or remote authorization.","format":"filepath","name":"GITLAB_PERSONAL_ACCESS_TOKEN_FILE"},{"description":"Optional GitLab CI job token to use instead of a personal access token when running inside GitLab CI.","format":"string","isSecret":true,"name":"GITLAB_JOB_TOKEN"},{"description":"Optional path to a GitLab authentication cookie file for cookie-based authentication.","format":"filepath","name":"GITLAB_AUTH_COOKIE_PATH"},{"description":"Set to true to start with GitLab OAuth instead of a personal access token, job token, or cookie file.","format":"boolean","name":"GITLAB_USE_OAUTH"},{"description":"GitLab OAuth application ID. When GITLAB_USE_OAUTH=true, set this or GITLAB_OAUTH_TOKEN_SCRIPT.","format":"string","name":"GITLAB_OAUTH_CLIENT_ID"},{"description":"Command that prints an OAuth access token. When GITLAB_USE_OAUTH=true, set this or GITLAB_OAUTH_CLIENT_ID.","format":"string","name":"GITLAB_OAUTH_TOKEN_SCRIPT"},{"description":"GitLab API base URL. Use https://gitlab.com/api/v4 for GitLab.com or your self-managed GitLab API URL.","format":"string","default":"https://gitlab.com/api/v4","name":"GITLAB_API_URL"},{"description":"Optional comma-separated list of GitLab project IDs that this server is allowed to access.","format":"string","name":"GITLAB_ALLOWED_PROJECT_IDS"},{"description":"Tool exposure. Allowed values are readonly, modify, and full. Unset uses full. readonly keeps read-only tools. modify blocks delete and teardown tools.","format":"string","choices":["readonly","modify","full"],"name":"GITLAB_PERMISSION_MODE"},{"description":"Optional comma-separated list of toolsets to enable, such as projects, issues, merge_requests, pipelines, releases, users, groups, wiki, or search.","format":"string","name":"GITLAB_TOOLSETS"},{"description":"Optional comma-separated list of individual tool names to add on top of enabled toolsets.","format":"string","name":"GITLAB_TOOLS"},{"description":"Optional regular expression used to hide matching tools from the server.","format":"string","name":"GITLAB_DENIED_TOOLS_REGEX"},{"description":"Optional comma-separated list of tool names that require explicit approval before execution.","format":"string","name":"GITLAB_TOOL_POLICY_APPROVE"},{"description":"Optional comma-separated list of tool names to hide from tools/list.","format":"string","name":"GITLAB_TOOL_POLICY_HIDDEN"},{"description":"Set to 0 only when you intentionally need to connect to a GitLab instance with invalid or self-signed TLS certificates.","format":"string","name":"NODE_TLS_REJECT_UNAUTHORIZED"},{"description":"Optional path to a custom CA certificate file for self-managed GitLab instances.","format":"filepath","name":"GITLAB_CA_CERT_PATH"},{"description":"Set to true to mask text tool results and returned errors using built-in or configured rules.","format":"string","default":"false","name":"GITLAB_MASKING_ENABLED"},{"description":"Optional path to a response-masking JSON configuration file.","format":"filepath","name":"GITLAB_MASKING_CONFIG"},{"description":"Optional protected server-owned JSON file containing managed masking policies.","format":"filepath","name":"GITLAB_MASKING_POLICY_FILE"},{"description":"Directory used to resolve response-masking configuration paths.","format":"filepath","name":"GITLAB_MASKING_WORKSPACE_DIR"}]},{"registryType":"oci","identifier":"docker.io/zereight050/gitlab-mcp:2.3.4","transport":{"type":"stdio"},"environmentVariables":[{"description":"GitLab personal access token for local stdio use. A non-empty value overrides GITLAB_PERSONAL_ACCESS_TOKEN_FILE. One of this token, GITLAB_PERSONAL_ACCESS_TOKEN_FILE, GITLAB_JOB_TOKEN, GITLAB_AUTH_COOKIE_PATH, or GITLAB_USE_OAUTH=true must be set. Create a token with the GitLab scopes the tools need, such as api or read_api.","format":"string","isSecret":true,"name":"GITLAB_PERSONAL_ACCESS_TOKEN"},{"description":"Path to a file that contains the personal access token. Read once at startup and trimmed. Ignored when GITLAB_PERSONAL_ACCESS_TOKEN or --token is non-empty. A missing, unreadable, or empty file stops startup. Does not replace job token, OAuth, cookie, or remote authorization.","format":"filepath","name":"GITLAB_PERSONAL_ACCESS_TOKEN_FILE"},{"description":"Optional GitLab CI job token to use instead of a personal access token when running inside GitLab CI.","format":"string","isSecret":true,"name":"GITLAB_JOB_TOKEN"},{"description":"Optional path to a GitLab authentication cookie file for cookie-based authentication.","format":"filepath","name":"GITLAB_AUTH_COOKIE_PATH"},{"description":"Set to true to start with GitLab OAuth instead of a personal access token, job token, or cookie file.","format":"boolean","name":"GITLAB_USE_OAUTH"},{"description":"GitLab OAuth application ID. When GITLAB_USE_OAUTH=true, set this or GITLAB_OAUTH_TOKEN_SCRIPT.","format":"string","name":"GITLAB_OAUTH_CLIENT_ID"},{"description":"Command that prints an OAuth access token. When GITLAB_USE_OAUTH=true, set this or GITLAB_OAUTH_CLIENT_ID.","format":"string","name":"GITLAB_OAUTH_TOKEN_SCRIPT"},{"description":"GitLab API base URL. Use https://gitlab.com/api/v4 for GitLab.com or your self-managed GitLab API URL.","format":"string","default":"https://gitlab.com/api/v4","name":"GITLAB_API_URL"},{"description":"Optional comma-separated list of GitLab project IDs that this server is allowed to access.","format":"string","name":"GITLAB_ALLOWED_PROJECT_IDS"},{"description":"Tool exposure. Allowed values are readonly, modify, and full. Unset uses full. readonly keeps read-only tools. modify blocks delete and teardown tools.","format":"string","choices":["readonly","modify","full"],"name":"GITLAB_PERMISSION_MODE"},{"description":"Optional comma-separated list of toolsets to enable, such as projects, issues, merge_requests, pipelines, releases, users, groups, wiki, or search.","format":"string","name":"GITLAB_TOOLSETS"},{"description":"Optional comma-separated list of individual tool names to add on top of enabled toolsets.","format":"string","name":"GITLAB_TOOLS"},{"description":"Optional regular expression used to hide matching tools from the server.","format":"string","name":"GITLAB_DENIED_TOOLS_REGEX"},{"description":"Optional comma-separated list of tool names that require explicit approval before execution.","format":"string","name":"GITLAB_TOOL_POLICY_APPROVE"},{"description":"Optional comma-separated list of tool names to hide from tools/list.","format":"string","name":"GITLAB_TOOL_POLICY_HIDDEN"},{"description":"Set to 0 only when you intentionally need to connect to a GitLab instance with invalid or self-signed TLS certificates.","format":"string","name":"NODE_TLS_REJECT_UNAUTHORIZED"},{"description":"Optional path to a custom CA certificate file for self-managed GitLab instances.","format":"filepath","name":"GITLAB_CA_CERT_PATH"},{"description":"Set to true to mask text tool results and returned errors using built-in or configured rules.","format":"string","default":"false","name":"GITLAB_MASKING_ENABLED"},{"description":"Optional path to a response-masking JSON configuration file.","format":"filepath","name":"GITLAB_MASKING_CONFIG"},{"description":"Optional protected server-owned JSON file containing managed masking policies.","format":"filepath","name":"GITLAB_MASKING_POLICY_FILE"},{"description":"Directory used to resolve response-masking configuration paths.","format":"filepath","name":"GITLAB_MASKING_WORKSPACE_DIR"}]}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-10-19T08:02:42.917659Z","publishedAt":"2026-10-19T08:02:42.917659Z","updatedAt":"2026-10-19T08:02:42.917659Z","isLatest":true}}}],"metadata":{"count":18}}
