{"id":1475021,"recorded_at":"2026-10-31T02:15:46.086476Z","observed_at":"2026-10-31T02:15:46.086424Z","subject_kind":"source_record","subject":"mcp_registry:io.github.jmrplens/gitlab-mcp-server","kind":"listing","method":"sync.mcp_registry/1","body":{"endpoints":[["web","https://docs.jmrp.io/gitlab-mcp-server"],["mcp","https://mcp.jmrp.io/gitlab"]],"name":"GitLab MCP Server","owner_address":null,"raw":{"_meta":{"io.modelcontextprotocol.registry/official":{"isLatest":true,"publishedAt":"2026-10-31T01:33:14.900002Z","status":"active","statusChangedAt":"2026-10-31T01:33:14.900002Z","updatedAt":"2026-10-31T01:33:14.900002Z"}},"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","description":"Go MCP server for GitLab: 2 dynamic tools reach ~876 actions on Free/CE, up to ~1103 on Ultimate.","icons":[{"mimeType":"image/svg+xml","sizes":["any"],"src":"https://raw.githubusercontent.com/jmrplens/gitlab-mcp-server/main/site/public/favicon.svg"},{"mimeType":"image/png","sizes":["400x400"],"src":"https://raw.githubusercontent.com/jmrplens/gitlab-mcp-server/main/site/public/logo-400.png"}],"name":"io.github.jmrplens/gitlab-mcp-server","packages":[{"environmentVariables":[{"default":"https://gitlab.com","description":"GitLab instance URL (default: https://gitlab.com; set for self-managed instances)","name":"GITLAB_URL","placeholder":"https://gitlab.com"},{"description":"GitLab Personal Access Token (glpat-...)","isRequired":true,"isSecret":true,"name":"GITLAB_TOKEN","placeholder":"glpat-xxxxxxxxxxxxxxxxxxxx"},{"default":"false","description":"Skip TLS certificate verification for self-signed certs (default: false)","format":"boolean","name":"GITLAB_MCP_SKIP_TLS_VERIFY"},{"choices":["meta","individual","dynamic"],"default":"dynamic","description":"Tool catalog selector: dynamic, meta, or individual (default: dynamic)","name":"GITLAB_MCP_TOOL_SURFACE"},{"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_TIER"},{"default":"false","description":"Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)","format":"boolean","name":"GITLAB_MCP_READ_ONLY"},{"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)","format":"boolean","name":"GITLAB_MCP_SAFE_MODE"},{"choices":["debug","info","warn","error"],"default":"info","description":"Logging verbosity (default: info)","name":"GITLAB_MCP_LOG_LEVEL"}],"fileSha256":"4b2821bd5e0f5032d489c1d7aa6de65279169459c1af254cff23f764be0f9f52","identifier":"https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.4.0/gitlab-mcp-server-darwin.mcpb","registryType":"mcpb","transport":{"type":"stdio"},"version":"3.4.0"},{"environmentVariables":[{"default":"https://gitlab.com","description":"GitLab instance URL (default: https://gitlab.com; set for self-managed instances)","name":"GITLAB_URL","placeholder":"https://gitlab.com"},{"description":"GitLab Personal Access Token (glpat-...)","isRequired":true,"isSecret":true,"name":"GITLAB_TOKEN","placeholder":"glpat-xxxxxxxxxxxxxxxxxxxx"},{"default":"false","description":"Skip TLS certificate verification for self-signed certs (default: false)","format":"boolean","name":"GITLAB_MCP_SKIP_TLS_VERIFY"},{"choices":["meta","individual","dynamic"],"default":"dynamic","description":"Tool catalog selector: dynamic, meta, or individual (default: dynamic)","name":"GITLAB_MCP_TOOL_SURFACE"},{"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_TIER"},{"default":"false","description":"Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)","format":"boolean","name":"GITLAB_MCP_READ_ONLY"},{"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)","format":"boolean","name":"GITLAB_MCP_SAFE_MODE"},{"choices":["debug","info","warn","error"],"default":"info","description":"Logging verbosity (default: info)","name":"GITLAB_MCP_LOG_LEVEL"}],"fileSha256":"8c6bced9b2cfd2d542e9b8ea5d238f0a8a4ac5a1119c60376758c649469353c7","identifier":"https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.4.0/gitlab-mcp-server-windows.mcpb","registryType":"mcpb","transport":{"type":"stdio"},"version":"3.4.0"},{"environmentVariables":[{"default":"https://gitlab.com","description":"GitLab instance URL (default: https://gitlab.com; set for self-managed instances)","name":"GITLAB_URL","placeholder":"https://gitlab.com"},{"description":"GitLab Personal Access Token (glpat-...)","isRequired":true,"isSecret":true,"name":"GITLAB_TOKEN","placeholder":"glpat-xxxxxxxxxxxxxxxxxxxx"},{"default":"false","description":"Skip TLS certificate verification for self-signed certs (default: false)","format":"boolean","name":"GITLAB_MCP_SKIP_TLS_VERIFY"},{"choices":["meta","individual","dynamic"],"default":"dynamic","description":"Tool catalog selector: dynamic, meta, or individual (default: dynamic)","name":"GITLAB_MCP_TOOL_SURFACE"},{"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_TIER"},{"default":"false","description":"Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)","format":"boolean","name":"GITLAB_MCP_READ_ONLY"},{"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)","format":"boolean","name":"GITLAB_MCP_SAFE_MODE"},{"choices":["debug","info","warn","error"],"default":"info","description":"Logging verbosity (default: info)","name":"GITLAB_MCP_LOG_LEVEL"}],"fileSha256":"737e6ed6fc9f24b73be75e4fdb4f1389034e78c62059af08a00f4e147e092b1c","identifier":"https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.4.0/gitlab-mcp-server-linux.mcpb","registryType":"mcpb","transport":{"type":"stdio"},"version":"3.4.0"},{"environmentVariables":[{"default":"https://gitlab.com","description":"GitLab instance URL (default: https://gitlab.com; set for self-managed instances)","name":"GITLAB_URL","placeholder":"https://gitlab.com"},{"description":"GitLab Personal Access Token (glpat-...)","isRequired":true,"isSecret":true,"name":"GITLAB_TOKEN","placeholder":"glpat-xxxxxxxxxxxxxxxxxxxx"},{"default":"false","description":"Skip TLS certificate verification for self-signed certs (default: false)","format":"boolean","name":"GITLAB_MCP_SKIP_TLS_VERIFY"},{"choices":["meta","individual","dynamic"],"default":"dynamic","description":"Tool catalog selector: dynamic, meta, or individual (default: dynamic)","name":"GITLAB_MCP_TOOL_SURFACE"},{"choices":["full","minimal"],"default":"full","description":"Resource and prompt catalog selector: full or minimal (default: full); resource subscriptions require full","name":"GITLAB_MCP_CAPABILITY_SURFACE"},{"choices":["opaque","compact","full"],"default":"opaque","description":"Meta-tool input schema detail: opaque, compact, or full (default: opaque)","name":"GITLAB_MCP_META_PARAM_SCHEMA"},{"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_TIER"},{"default":"false","description":"Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)","format":"boolean","name":"GITLAB_MCP_READ_ONLY"},{"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)","format":"boolean","name":"GITLAB_MCP_SAFE_MODE"},{"default":"true","description":"Append EmbeddedResource content blocks (clickable links to MCP resources) to get_* tool results (default: true)","format":"boolean","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)","name":"GITLAB_MCP_EXCLUDE_TOOLS","placeholder":"gitlab_admin,gitlab_runner"},{"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)","format":"boolean","name":"GITLAB_MCP_IGNORE_SCOPES"},{"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_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","name":"GITLAB_MCP_ALLOWED_UPLOAD_DIRS","placeholder":"/path/to/files:/another/path/to/files"},{"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","name":"GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS","placeholder":"/path/to/downloads:/another/path/to/downloads"},{"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","name":"GITLAB_MCP_ALLOWED_IMPORT_DIRS","placeholder":"/path/to/exports:/another/path/to/exports"},{"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)","format":"number","name":"GITLAB_MCP_RATE_LIMIT_RPS"},{"default":"40","description":"Token-bucket burst size when GITLAB_MCP_RATE_LIMIT_RPS is greater than 0 (default: 40)","format":"number","name":"GITLAB_MCP_RATE_LIMIT_BURST"},{"choices":["debug","info","warn","error"],"default":"info","description":"Logging verbosity (default: info)","name":"GITLAB_MCP_LOG_LEVEL"},{"choices":["en","es"],"default":"en","description":"Language of the elicitation questions, form field titles and progress messages a client shows the user: en or es (default: en). What the model reads stays English","name":"GITLAB_MCP_LANGUAGE"}],"identifier":"ghcr.io/jmrplens/gitlab-mcp-server:3.4.0@sha256:a0ef01843875161060ec89225fe4091f95a7ae2a8984286a435752fc6089dcbb","registryType":"oci","transport":{"type":"stdio"}},{"environmentVariables":[{"default":"https://gitlab.com","description":"GitLab instance URL (default: https://gitlab.com; set for self-managed instances)","name":"GITLAB_URL","placeholder":"https://gitlab.com"},{"description":"GitLab Personal Access Token (glpat-...)","isRequired":true,"isSecret":true,"name":"GITLAB_TOKEN","placeholder":"glpat-xxxxxxxxxxxxxxxxxxxx"},{"default":"false","description":"Skip TLS certificate verification for self-signed certs (default: false)","format":"boolean","name":"GITLAB_MCP_SKIP_TLS_VERIFY"},{"choices":["meta","individual","dynamic"],"default":"dynamic","description":"Tool catalog selector: dynamic, meta, or individual (default: dynamic)","name":"GITLAB_MCP_TOOL_SURFACE"},{"choices":["full","minimal"],"default":"full","description":"Resource and prompt catalog selector: full or minimal (default: full); resource subscriptions require full","name":"GITLAB_MCP_CAPABILITY_SURFACE"},{"choices":["opaque","compact","full"],"default":"opaque","description":"Meta-tool input schema detail: opaque, compact, or full (default: opaque)","name":"GITLAB_MCP_META_PARAM_SCHEMA"},{"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_TIER"},{"default":"false","description":"Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)","format":"boolean","name":"GITLAB_MCP_READ_ONLY"},{"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)","format":"boolean","name":"GITLAB_MCP_SAFE_MODE"},{"default":"true","description":"Append EmbeddedResource content blocks (clickable links to MCP resources) to get_* tool results (default: true)","format":"boolean","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)","name":"GITLAB_MCP_EXCLUDE_TOOLS","placeholder":"gitlab_admin,gitlab_runner"},{"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)","format":"boolean","name":"GITLAB_MCP_IGNORE_SCOPES"},{"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_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","name":"GITLAB_MCP_ALLOWED_UPLOAD_DIRS","placeholder":"/path/to/files:/another/path/to/files"},{"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","name":"GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS","placeholder":"/path/to/downloads:/another/path/to/downloads"},{"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","name":"GITLAB_MCP_ALLOWED_IMPORT_DIRS","placeholder":"/path/to/exports:/another/path/to/exports"},{"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)","format":"number","name":"GITLAB_MCP_RATE_LIMIT_RPS"},{"default":"40","description":"Token-bucket burst size when GITLAB_MCP_RATE_LIMIT_RPS is greater than 0 (default: 40)","format":"number","name":"GITLAB_MCP_RATE_LIMIT_BURST"},{"choices":["debug","info","warn","error"],"default":"info","description":"Logging verbosity (default: info)","name":"GITLAB_MCP_LOG_LEVEL"},{"choices":["en","es"],"default":"en","description":"Language of the elicitation questions, form field titles and progress messages a client shows the user: en or es (default: en). What the model reads stays English","name":"GITLAB_MCP_LANGUAGE"}],"identifier":"docker.io/jmrplens/gitlab-mcp-server:3.4.0@sha256:a0ef01843875161060ec89225fe4091f95a7ae2a8984286a435752fc6089dcbb","registryType":"oci","transport":{"type":"stdio"}},{"environmentVariables":[{"default":"https://gitlab.com","description":"GitLab instance URL (default: https://gitlab.com; set for self-managed instances)","name":"GITLAB_URL","placeholder":"https://gitlab.com"},{"description":"GitLab Personal Access Token (glpat-...)","isRequired":true,"isSecret":true,"name":"GITLAB_TOKEN","placeholder":"glpat-xxxxxxxxxxxxxxxxxxxx"},{"default":"false","description":"Skip TLS certificate verification for self-signed certs (default: false)","format":"boolean","name":"GITLAB_MCP_SKIP_TLS_VERIFY"},{"choices":["meta","individual","dynamic"],"default":"dynamic","description":"Tool catalog selector: dynamic, meta, or individual (default: dynamic)","name":"GITLAB_MCP_TOOL_SURFACE"},{"choices":["full","minimal"],"default":"full","description":"Resource and prompt catalog selector: full or minimal (default: full); resource subscriptions require full","name":"GITLAB_MCP_CAPABILITY_SURFACE"},{"choices":["opaque","compact","full"],"default":"opaque","description":"Meta-tool input schema detail: opaque, compact, or full (default: opaque)","name":"GITLAB_MCP_META_PARAM_SCHEMA"},{"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_TIER"},{"default":"false","description":"Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)","format":"boolean","name":"GITLAB_MCP_READ_ONLY"},{"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)","format":"boolean","name":"GITLAB_MCP_SAFE_MODE"},{"default":"true","description":"Append EmbeddedResource content blocks (clickable links to MCP resources) to get_* tool results (default: true)","format":"boolean","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)","name":"GITLAB_MCP_EXCLUDE_TOOLS","placeholder":"gitlab_admin,gitlab_runner"},{"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)","format":"boolean","name":"GITLAB_MCP_IGNORE_SCOPES"},{"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_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","name":"GITLAB_MCP_ALLOWED_UPLOAD_DIRS","placeholder":"/path/to/files:/another/path/to/files"},{"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","name":"GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS","placeholder":"/path/to/downloads:/another/path/to/downloads"},{"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","name":"GITLAB_MCP_ALLOWED_IMPORT_DIRS","placeholder":"/path/to/exports:/another/path/to/exports"},{"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)","format":"number","name":"GITLAB_MCP_RATE_LIMIT_RPS"},{"default":"40","description":"Token-bucket burst size when GITLAB_MCP_RATE_LIMIT_RPS is greater than 0 (default: 40)","format":"number","name":"GITLAB_MCP_RATE_LIMIT_BURST"},{"choices":["debug","info","warn","error"],"default":"info","description":"Logging verbosity (default: info)","name":"GITLAB_MCP_LOG_LEVEL"},{"choices":["en","es"],"default":"en","description":"Language of the elicitation questions, form field titles and progress messages a client shows the user: en or es (default: en). What the model reads stays English","name":"GITLAB_MCP_LANGUAGE"}],"identifier":"@jmrp.io/gitlab-mcp-server","registryType":"npm","runtimeHint":"npx","transport":{"type":"stdio"},"version":"3.4.0"},{"environmentVariables":[{"default":"https://gitlab.com","description":"GitLab instance URL (default: https://gitlab.com; set for self-managed instances)","name":"GITLAB_URL","placeholder":"https://gitlab.com"},{"description":"GitLab Personal Access Token (glpat-...)","isRequired":true,"isSecret":true,"name":"GITLAB_TOKEN","placeholder":"glpat-xxxxxxxxxxxxxxxxxxxx"},{"default":"false","description":"Skip TLS certificate verification for self-signed certs (default: false)","format":"boolean","name":"GITLAB_MCP_SKIP_TLS_VERIFY"},{"choices":["meta","individual","dynamic"],"default":"dynamic","description":"Tool catalog selector: dynamic, meta, or individual (default: dynamic)","name":"GITLAB_MCP_TOOL_SURFACE"},{"choices":["full","minimal"],"default":"full","description":"Resource and prompt catalog selector: full or minimal (default: full); resource subscriptions require full","name":"GITLAB_MCP_CAPABILITY_SURFACE"},{"choices":["opaque","compact","full"],"default":"opaque","description":"Meta-tool input schema detail: opaque, compact, or full (default: opaque)","name":"GITLAB_MCP_META_PARAM_SCHEMA"},{"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_TIER"},{"default":"false","description":"Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)","format":"boolean","name":"GITLAB_MCP_READ_ONLY"},{"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)","format":"boolean","name":"GITLAB_MCP_SAFE_MODE"},{"default":"true","description":"Append EmbeddedResource content blocks (clickable links to MCP resources) to get_* tool results (default: true)","format":"boolean","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)","name":"GITLAB_MCP_EXCLUDE_TOOLS","placeholder":"gitlab_admin,gitlab_runner"},{"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)","format":"boolean","name":"GITLAB_MCP_IGNORE_SCOPES"},{"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_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","name":"GITLAB_MCP_ALLOWED_UPLOAD_DIRS","placeholder":"/path/to/files:/another/path/to/files"},{"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","name":"GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS","placeholder":"/path/to/downloads:/another/path/to/downloads"},{"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","name":"GITLAB_MCP_ALLOWED_IMPORT_DIRS","placeholder":"/path/to/exports:/another/path/to/exports"},{"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)","format":"number","name":"GITLAB_MCP_RATE_LIMIT_RPS"},{"default":"40","description":"Token-bucket burst size when GITLAB_MCP_RATE_LIMIT_RPS is greater than 0 (default: 40)","format":"number","name":"GITLAB_MCP_RATE_LIMIT_BURST"},{"choices":["debug","info","warn","error"],"default":"info","description":"Logging verbosity (default: info)","name":"GITLAB_MCP_LOG_LEVEL"},{"choices":["en","es"],"default":"en","description":"Language of the elicitation questions, form field titles and progress messages a client shows the user: en or es (default: en). What the model reads stays English","name":"GITLAB_MCP_LANGUAGE"}],"identifier":"jmrplens-gitlab-mcp-server","registryBaseUrl":"https://pypi.org","registryType":"pypi","runtimeHint":"uvx","transport":{"type":"stdio"},"version":"3.4.0"},{"environmentVariables":[{"default":"https://gitlab.com","description":"GitLab instance URL (default: https://gitlab.com; set for self-managed instances)","name":"GITLAB_URL","placeholder":"https://gitlab.com"},{"description":"GitLab Personal Access Token (glpat-...)","isRequired":true,"isSecret":true,"name":"GITLAB_TOKEN","placeholder":"glpat-xxxxxxxxxxxxxxxxxxxx"},{"default":"false","description":"Skip TLS certificate verification for self-signed certs (default: false)","format":"boolean","name":"GITLAB_MCP_SKIP_TLS_VERIFY"},{"choices":["meta","individual","dynamic"],"default":"dynamic","description":"Tool catalog selector: dynamic, meta, or individual (default: dynamic)","name":"GITLAB_MCP_TOOL_SURFACE"},{"choices":["full","minimal"],"default":"full","description":"Resource and prompt catalog selector: full or minimal (default: full); resource subscriptions require full","name":"GITLAB_MCP_CAPABILITY_SURFACE"},{"choices":["opaque","compact","full"],"default":"opaque","description":"Meta-tool input schema detail: opaque, compact, or full (default: opaque)","name":"GITLAB_MCP_META_PARAM_SCHEMA"},{"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_TIER"},{"default":"false","description":"Read-only mode: removes every mutating action from the served surface; reads keep working (default: false)","format":"boolean","name":"GITLAB_MCP_READ_ONLY"},{"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)","format":"boolean","name":"GITLAB_MCP_SAFE_MODE"},{"default":"true","description":"Append EmbeddedResource content blocks (clickable links to MCP resources) to get_* tool results (default: true)","format":"boolean","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)","name":"GITLAB_MCP_EXCLUDE_TOOLS","placeholder":"gitlab_admin,gitlab_runner"},{"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)","format":"boolean","name":"GITLAB_MCP_IGNORE_SCOPES"},{"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_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","name":"GITLAB_MCP_ALLOWED_UPLOAD_DIRS","placeholder":"/path/to/files:/another/path/to/files"},{"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","name":"GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS","placeholder":"/path/to/downloads:/another/path/to/downloads"},{"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","name":"GITLAB_MCP_ALLOWED_IMPORT_DIRS","placeholder":"/path/to/exports:/another/path/to/exports"},{"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)","format":"number","name":"GITLAB_MCP_RATE_LIMIT_RPS"},{"default":"40","description":"Token-bucket burst size when GITLAB_MCP_RATE_LIMIT_RPS is greater than 0 (default: 40)","format":"number","name":"GITLAB_MCP_RATE_LIMIT_BURST"},{"choices":["debug","info","warn","error"],"default":"info","description":"Logging verbosity (default: info)","name":"GITLAB_MCP_LOG_LEVEL"},{"choices":["en","es"],"default":"en","description":"Language of the elicitation questions, form field titles and progress messages a client shows the user: en or es (default: en). What the model reads stays English","name":"GITLAB_MCP_LANGUAGE"}],"identifier":"gitlab-mcp-server","registryBaseUrl":"https://api.nuget.org/v3/index.json","registryType":"nuget","runtimeHint":"dnx","transport":{"type":"stdio"},"version":"3.4.0"}],"remotes":[{"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,"name":"Authorization","placeholder":"Bearer glpat-xxxxxxxxxxxxxxxxxxxx"}],"type":"streamable-http","url":"https://mcp.jmrp.io/gitlab"}],"repository":{"id":"1208139072","source":"github","url":"https://github.com/jmrplens/gitlab-mcp-server"},"title":"GitLab MCP Server","version":"3.4.0","websiteUrl":"https://docs.jmrp.io/gitlab-mcp-server"}},"source":"mcp_registry","summary":"Go MCP server for GitLab: 2 dynamic tools reach ~876 actions on Free/CE, up to ~1103 on Ultimate."},"body_sha256":"6a5db284967190071b506ec317d1a2a086f571436806dee17d5608e368e7f6cb","prev_id":39395,"leaf":"0x23f99aeced227eed817605445db0c0ab4a8ba7b37c9901ed72e4fdcad6b74f1d","leaf_text":"{\"body\":\"6a5db284967190071b506ec317d1a2a086f571436806dee17d5608e368e7f6cb\",\"id\":1475021,\"kind\":\"listing\",\"method\":\"sync.mcp_registry/1\",\"observed_us\":1793412946086424,\"prev\":39395,\"subject\":\"mcp_registry:io.github.jmrplens/gitlab-mcp-server\",\"subject_kind\":\"source_record\"}","day":{"day":"2026-10-31","leaves":246033,"root":"0x24463725d1c0d9894bd6123691d532547aaa79f0762c0e45aa6a68acf1fd71ab","chained":"0x7d4824ff313dee7252a46f9d5c37b452851deb6c9f24a40c2f74ee0e53c82980","anchor_chain":"eip155:5042002","anchor_tx":"0xedb7b832f4ebf6781b5ecd2ed241c435b862f4d3761541fa31adc1831b8c44a0","anchor_block":70093156},"proof":["0x23f9fadc67be1aa713f7bed54fadf0c0fc5aa62ea8f7d814c1d501a065804c41","0x73324c6a2c43e11571003fe404e7c897df7446c588b6c954d53f371f66be66bf","0x9a16bdf09c1710d8264e229f5e95f37ae10c26c877dd0380452d96d3977a01a9","0xefb75e57c82893d9d72dfa22b982345b46fd771d4e591ad2bdf3537411546a39","0xc1594253004afdf3528da17ad2f57ba415671c7c9dcadf0221e216bf9d14cfe5","0x9908deae4095e22d2aefb882791ebc12909dfd4ed6f8bad8faa1b24d067fea81","0xd2d16cde9fc34955c15b19d9b1eac2aa3dc608e688029145019d03d7b4b86646","0x46919a198c4bd8179efcc4953d077d1f6b51a04889801e745b77bd78be04bdda","0x1f70ed98caaa3ddc214660125822b83de8b217b3b5d51f5a45463f1f2e8395d4","0x9d8d4dc5929a49081d0919655ed956216be2284b067f561be900739a83f425ef","0x91ded3df6901af30dfc6076f678f8c89226d95132e91ccb258435433bb2a9aba","0xc05c427d3e111a524a4dc15aef0c241d92fdf08e1670c34b27c22d513b11991c","0x1f697283f41d2425268978efdad1b5ce0e4fee30f5bc2fba2c8f832307b40721","0x4c7bf6d7d7c379b3c87447200f991359af0970fc33642e540cd6032a5a5b24f6","0x5212e7c531721a66b1d21d8222c94df019d60ce8150c25bfebe2e6eb1dd39726","0x24ea73817c2ff07f87a42be89aff36ac5fe49b64420a647cd406ee60e6a77f70","0x37f13582abb3c002d51c2f190c312129cbc3a39754618fee2c75c2441bb1eb94","0x59f83f7228f07febe2780660e422e171b0359b8aa031ee3be07e991118130c15"]}