Schema | gitlab-api

gitlab-api

Overview Schema Source Related Servers Discussions Admin

Server Configuration

Describes the environment variables required to run the server.

Name	Required	Description	Default
`GITLAB_URL`	Yes	The URL of your GitLab instance.
`GITLAB_TOKEN`	Yes	Your GitLab personal access token.

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

Capability	Details
`tools`	{ "listChanged": true }
`logging`	{}
`prompts`	{ "listChanged": true }
`resources`	{ "subscribe": false, "listChanged": true }

Tools

Functions exposed to the LLM to take actions

Name	Description
api_requestC	Execute arbitrary GitLab REST API requests directly.
gitlab_graphqlC	Execute raw GraphQL queries and mutations natively on GitLab.
gitlab_discover_graphql_schemaB	Discover the dynamic GitLab GraphQL schema including types, fields, and custom attributes in real-time.
gitlab_ingest_projectsA	Natively ingest GitLab projects into epistemic-graph as typed :Project nodes. Lists projects via the GitLab API and pushes them (with their :GitLabGroup + :partOfGroup links) into the knowledge graph via the fast engine client. Native-ingestion failures propagate to the caller. CONCEPT:AU-KG.ingest.enterprise-source-extractor.
gitlab_ingest_pipelinesA	Natively ingest GitLab CI pipeline runs (+ jobs) into epistemic-graph. Lists recent pipelines for `project_id` via the GitLab API (optionally each pipeline's jobs) and pushes them as typed `:PipelineRun`/`:CheckRun` nodes (the SAME classes + `ranFor`/`hasJob` edges github-agent uses, so GitLab CI/CD and GitHub Actions unify) — `ranFor` the `:Project`, the `:Commit`, and any triggering `:MergeRequest` — into the knowledge graph via the fast engine client. This is the substrate the autonomous-SDLC loop needs to observe CI. Best-effort: returns `{"ingested": None}` when no engine is reachable. CONCEPT:AU-KG.ingest.enterprise-source-extractor.
gitlab_deploy_tokens_getC	Get (gitlab_deploy_tokens). Manage gitlab deploy tokens operations.
gitlab_graphql_ops_update_merge_requestB	Update merge request (gitlab_graphql_ops). Run a typed GitLab GraphQL operation by name. The GraphQL-native counterpart to the REST gitlab_ tools — prefer it for GraphQL-only capabilities (merge-request update/delete, pipeline retry/cancel, member add/update/delete) and rich nested reads. Parameters in params_json are passed as keyword arguments to the named operation; a few operations that take a single typed model (e.g. get_project) build it from those same kwargs automatically.
gitlab_graphql_ops_delete_merge_requestB	Delete merge request (gitlab_graphql_ops). Run a typed GitLab GraphQL operation by name. The GraphQL-native counterpart to the REST gitlab_ tools — prefer it for GraphQL-only capabilities (merge-request update/delete, pipeline retry/cancel, member add/update/delete) and rich nested reads. Parameters in params_json are passed as keyword arguments to the named operation; a few operations that take a single typed model (e.g. get_project) build it from those same kwargs automatically.
gitlab_graphql_ops_retry_pipelineC	Retry pipeline (gitlab_graphql_ops). Run a typed GitLab GraphQL operation by name. The GraphQL-native counterpart to the REST gitlab_ tools — prefer it for GraphQL-only capabilities (merge-request update/delete, pipeline retry/cancel, member add/update/delete) and rich nested reads. Parameters in params_json are passed as keyword arguments to the named operation; a few operations that take a single typed model (e.g. get_project) build it from those same kwargs automatically.
gitlab_graphql_ops_cancel_pipelineB	Cancel pipeline (gitlab_graphql_ops). Run a typed GitLab GraphQL operation by name. The GraphQL-native counterpart to the REST gitlab_ tools — prefer it for GraphQL-only capabilities (merge-request update/delete, pipeline retry/cancel, member add/update/delete) and rich nested reads. Parameters in params_json are passed as keyword arguments to the named operation; a few operations that take a single typed model (e.g. get_project) build it from those same kwargs automatically.
gitlab_graphql_ops_create_pipelineC	Create pipeline (gitlab_graphql_ops). Run a typed GitLab GraphQL operation by name. The GraphQL-native counterpart to the REST gitlab_ tools — prefer it for GraphQL-only capabilities (merge-request update/delete, pipeline retry/cancel, member add/update/delete) and rich nested reads. Parameters in params_json are passed as keyword arguments to the named operation; a few operations that take a single typed model (e.g. get_project) build it from those same kwargs automatically.
gitlab_graphql_ops_get_jobC	Get job (gitlab_graphql_ops). Run a typed GitLab GraphQL operation by name. The GraphQL-native counterpart to the REST gitlab_ tools — prefer it for GraphQL-only capabilities (merge-request update/delete, pipeline retry/cancel, member add/update/delete) and rich nested reads. Parameters in params_json are passed as keyword arguments to the named operation; a few operations that take a single typed model (e.g. get_project) build it from those same kwargs automatically.
gitlab_instances_getB	Get (gitlab_instances). List the configured GitLab tenants (CONCEPT:AU-KG.backend.declared-columns-so-schema). Multi-tenancy is driven by the shared agent-connector-sdk XDG config (`gitlab_instances` in ~/.config/agent-connector-sdk/config.json). Every gitlab-api tool targets a tenant by passing that instance NAME to the client factory; this tool surfaces the available names (tokens are never returned). Falls back to the single-host GITLAB_URL/GITLAB_TOKEN.
gitlab_instances_listA	List (gitlab_instances). List the configured GitLab tenants (CONCEPT:AU-KG.backend.declared-columns-so-schema). Multi-tenancy is driven by the shared agent-connector-sdk XDG config (`gitlab_instances` in ~/.config/agent-connector-sdk/config.json). Every gitlab-api tool targets a tenant by passing that instance NAME to the client factory; this tool surfaces the available names (tokens are never returned). Falls back to the single-host GITLAB_URL/GITLAB_TOKEN.
gitlab_accept_merge_requestA	Accept (merge) a merge request. Pass `merge_when_pipeline_succeeds=True` to set auto-merge (merge once the pipeline succeeds) rather than merging immediately. Optional body params: merge_commit_message, squash_commit_message, squash, should_remove_source_branch, sha. Args: **kwargs: project_id and merge_request_iid (required) plus optional merge parameters listed above. Returns: Response: A wrapper containing the original response and a MergeRequest model. Raises: MissingParameterError: If the project_id or merge_request_iid is missing. ParameterError: If invalid parameters are provided.
gitlab_api_requestB	Make a custom API request to the GitLab server. Args: method: The HTTP method to use (GET, POST, PUT, DELETE). endpoint: The API endpoint to call. data: The data to send in the request body (for form data). json: The JSON data to send in the request body. Returns: Response: A wrapper containing the original response and the response data (if applicable). Raises: ValueError: If an unsupported HTTP method is provided. ParameterError: If invalid parameters are provided. HTTPError: If the API request fails.
gitlab_approve_merge_requestC	Approve a specific merge request. Args: **kwargs: Additional parameters for the request (e.g., project_id, merge_request_iid). Returns: Response: A wrapper containing the original response and a MergeRequest model. Raises: MissingParameterError: If the project_id or merge_request_iid is missing. ParameterError: If invalid parameters are provided.
gitlab_archive_projectC	Archive a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a Project model. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_cancel_merge_when_pipeline_succeedsA	Cancel a merge request's queued "merge when pipeline succeeds" (auto-merge). Args: **kwargs: project_id and merge_request_iid (required). Returns: Response: A wrapper containing the original response and a MergeRequest model. Raises: MissingParameterError: If the project_id or merge_request_iid is missing. ParameterError: If invalid parameters are provided.
gitlab_cancel_project_jobC	Cancel a specific job within a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, job_id). Returns: Response: A wrapper containing the original response and a Job model. Raises: MissingParameterError: If the project_id or job_id is missing. ParameterError: If invalid parameters are provided.
gitlab_cherry_pick_commitC	Cherry-pick a commit into a new branch. Args: **kwargs: Additional parameters for the request. Returns: Response: A wrapper containing the original response and a Commit model. Raises: ParameterError: If invalid parameters are provided.
gitlab_create_branchC	Create a new branch in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, branch, ref). Returns: Response: The response object containing a Branch model. Raises: MissingParameterError: If required parameters are missing. ParameterError: If invalid parameters are provided.
gitlab_create_commitC	Create a new commit. Args: **kwargs: Additional parameters for the request. Returns: Response: A wrapper containing the original response and a Commit model. Raises: ParameterError: If invalid parameters are provided.
gitlab_create_commit_commentC	Create a comment on a commit. Args: **kwargs: Additional parameters for the request. Returns: Response: A wrapper containing the original response and a Comment model. Raises: ParameterError: If invalid parameters are provided.
gitlab_create_environmentC	Create a new environment for a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, name). Returns: Response: A wrapper containing the original response and an Environment model. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_create_epicC	Create a new group epic.
gitlab_create_group_deploy_tokenC	Create a deploy token for a group. Args: **kwargs: Additional parameters for the request (e.g., group_id, name, scopes). Returns: Response: A wrapper containing the original response and a DeployToken model. Raises: ParameterError: If invalid parameters are provided. MissingParameterError: If required parameters are missing.
gitlab_create_issueD	Create a new issue.
gitlab_create_labelD	Create a new label.
gitlab_create_merge_requestC	Create a new merge request. Args: **kwargs: Additional parameters for the request (e.g., project_id, source_branch, target_branch, title). Returns: Response: A wrapper containing the original response and a MergeRequest model. Raises: MissingParameterError: If the project_id, source_branch, target_branch, or title is missing. ParameterError: If invalid parameters are provided.
gitlab_create_milestoneC	Create a project milestone.
gitlab_create_noteC	Create a new note/comment on an issue.
gitlab_create_pipeline_scheduleC	Create a pipeline schedule for a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a PipelineSchedule model. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_create_pipeline_schedule_variableC	Create a variable for a pipeline schedule. Args: **kwargs: Additional parameters for the request (e.g., project_id, pipeline_schedule_id, key). Returns: Response: A wrapper containing the original response and a PipelineVariable model. Raises: MissingParameterError: If the project_id or pipeline_schedule_id is missing. ParameterError: If invalid parameters are provided.
gitlab_create_projectA	Create a new project. Args: name: Project name (required unless path is given). path: Repository path. namespace_id: Group or user namespace id. visibility: 'private', 'internal' or 'public'. description: Project description. initialize_with_readme: Create an initial README. **kwargs: Any other documented GitLab POST /projects body field. Returns: Response: A wrapper containing the original response and a Project model. Raises: MissingParameterError: If neither name nor path is provided. ParameterError: If invalid parameters are provided.
gitlab_create_project_deploy_tokenC	Create a deploy token for a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, name, scopes). Returns: Response: A wrapper containing the original response and a DeployToken model. Raises: ParameterError: If invalid parameters are provided. MissingParameterError: If required parameters are missing.
gitlab_create_project_level_ruleB	Create a new project-level merge request approval rule. Args: **kwargs: Additional parameters for the request (e.g., project_id, name, approvals_required). Returns: Response: A wrapper containing the original response and an ApprovalRule model. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_create_releaseC	Create a new release in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, tag_name). Returns: Response: A wrapper containing the original response and a Release model. Raises: MissingParameterError: If the project_id or tag_name is missing. ParameterError: If invalid parameters are provided.
gitlab_create_release_evidenceC	Create evidence for a release in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, tag_name). Returns: Response: A wrapper containing the original response (no data for successful operation). Raises: MissingParameterError: If the project_id or tag_name is missing. ParameterError: If invalid parameters are provided.
gitlab_create_snippetC	Create a project snippet or personal snippet.
gitlab_create_tagC	Create a tag in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, name). Returns: Response: A wrapper containing the original response and a Tag model. Raises: MissingParameterError: If the project_id or name is missing. ParameterError: If invalid parameters are provided.
gitlab_create_userD	Create a new user.
gitlab_create_wiki_pageB	Create a new wiki page for a project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a WikiPage model. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_delete_branchC	Delete a branch in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, branch). Returns: Response: The response object (no data for successful deletion). Raises: MissingParameterError: If required parameters are missing. ParameterError: If invalid parameters are provided.
gitlab_delete_environmentC	Delete an environment for a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, environment_id). Returns: Response: A wrapper containing the original response (no data for successful deletion). Raises: MissingParameterError: If the project_id or environment_id is missing. ParameterError: If invalid parameters are provided.
gitlab_delete_epicC	Delete a group epic.
gitlab_delete_group_deploy_tokenC	Delete a deploy token for a group. Args: **kwargs: Additional parameters for the request (e.g., group_id, deploy_token_id). Returns: Response: A wrapper containing the original response (no data for successful deletion). Raises: ParameterError: If invalid parameters are provided. MissingParameterError: If required parameters are missing.
gitlab_delete_issueD	Delete an issue.
gitlab_delete_labelD	Delete a label.
gitlab_delete_merged_branchesC	Delete all merged branches in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: The response object (no data for successful deletion). Raises: MissingParameterError: If required parameters are missing. ParameterError: If invalid parameters are provided.
gitlab_delete_milestoneC	Delete a project milestone.
gitlab_delete_noteD	Delete a note.
gitlab_delete_pipeline_scheduleC	Delete a pipeline schedule for a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id, pipeline_schedule_id). Returns: Response: A wrapper containing the original response (no data for successful deletion). Raises: MissingParameterError: If the project_id or pipeline_schedule_id is missing. ParameterError: If invalid parameters are provided.
gitlab_delete_pipeline_schedule_variableB	Delete a variable from a pipeline schedule. Args: **kwargs: Additional parameters for the request (e.g., project_id, pipeline_schedule_id, key). Returns: Response: A wrapper containing the original response (no data for successful deletion). Raises: MissingParameterError: If the project_id, pipeline_schedule_id, or key is missing. ParameterError: If invalid parameters are provided.
gitlab_delete_projectC	Delete a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response (no data for successful deletion). Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_delete_project_deploy_tokenC	Delete a deploy token for a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, deploy_token_id). Returns: Response: A wrapper containing the original response (no data for successful deletion). Raises: ParameterError: If invalid parameters are provided. MissingParameterError: If required parameters are missing.
gitlab_delete_project_level_ruleB	Delete a project-level merge request approval rule. Args: **kwargs: Additional parameters for the request (e.g., project_id, approval_rule_id). Returns: Response: A wrapper containing the original response (no data for successful deletion). Raises: MissingParameterError: If the project_id or approval_rule_id is missing. ParameterError: If invalid parameters are provided.
gitlab_delete_project_runnerC	Delete a runner from a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, runner_id). Returns: Response: A wrapper containing the original response (no data for successful deletion). Raises: MissingParameterError: If the project_id or runner_id is missing. ParameterError: If invalid parameters are provided.
gitlab_delete_releaseC	Delete a release in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, tag_name). Returns: Response: A wrapper containing the original response (no data for successful deletion). Raises: MissingParameterError: If the project_id or tag_name is missing. ParameterError: If invalid parameters are provided.
gitlab_delete_runnerC	Delete a runner. Args: **kwargs: Additional parameters for the request (e.g., runner_id, token). Returns: Response: A wrapper containing the original response (no data for successful deletion). Raises: MissingParameterError: If the runner_id or token is missing. ParameterError: If invalid parameters are provided.
gitlab_delete_shared_project_linkA	Unshare a specific project from a group. Args: **kwargs: Additional parameters for the request (e.g., project_id, group_id). Returns: Response: A wrapper containing the original response (no data for successful deletion). Raises: MissingParameterError: If the project_id or group_id is missing. ParameterError: If invalid parameters are provided.
gitlab_delete_snippetD	Delete a snippet.
gitlab_delete_stopped_environmentsC	Delete stopped environments (review apps) for a project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response (no data for successful deletion). Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_delete_tagC	Delete a tag in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, name). Returns: Response: A wrapper containing the original response (no data for successful deletion). Raises: MissingParameterError: If the project_id or name is missing. ParameterError: If invalid parameters are provided.
gitlab_delete_userD	Delete a user.
gitlab_delete_wiki_pageC	Delete a wiki page for a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, slug). Returns: Response: A wrapper containing the original response (no data for successful deletion). Raises: MissingParameterError: If the project_id or slug is missing. ParameterError: If invalid parameters are provided.
gitlab_download_release_assetC	Download a release asset from a group's release. Args: **kwargs: Additional parameters for the request (e.g., group_id, tag_name, direct_asset_path). Returns: Response: A wrapper containing the original response and the raw asset data. Raises: MissingParameterError: If the group_id, tag_name, or direct_asset_path is missing. ParameterError: If invalid parameters are provided.
gitlab_download_repository_packageB	Download a repository package for a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id, package_name, package_version, file_name). Returns: Response: A wrapper containing the original response and the raw package file data. Raises: MissingParameterError: If the project_id, package_name, package_version, or file_name is missing. ParameterError: If invalid parameters are provided.
gitlab_edit_groupC	Edit a specific group. Args: **kwargs: Additional parameters for the request (e.g., group_id). Returns: Response: A wrapper containing the original response and a Group model. Raises: MissingParameterError: If the group_id is missing. ParameterError: If invalid parameters are provided.
gitlab_edit_group_level_ruleC	Edit a group-level merge request approval setting. Args: **kwargs: Additional parameters for the request (e.g., group_id). Returns: Response: A wrapper containing the original response and a MergeRequestRuleSettings model. Raises: MissingParameterError: If the group_id is missing. ParameterError: If invalid parameters are provided.
gitlab_edit_pipeline_scheduleC	Edit a pipeline schedule for a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id, pipeline_schedule_id). Returns: Response: A wrapper containing the original response and a PipelineSchedule model. Raises: MissingParameterError: If the project_id or pipeline_schedule_id is missing. ParameterError: If invalid parameters are provided.
gitlab_edit_projectC	Edit a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a Project model. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_edit_project_level_ruleC	Edit a project-level merge request approval setting. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a MergeRequestRuleSettings model. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_enable_project_runnerC	Enable a runner in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, runner_id). Returns: Response: A wrapper containing the original response and a Runner model. Raises: MissingParameterError: If the project_id or runner_id is missing. ParameterError: If invalid parameters are provided.
gitlab_erase_project_jobC	Erase a specific job within a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, job_id). Returns: Response: A wrapper containing the original response and a Job model. Raises: MissingParameterError: If the project_id or job_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_approval_state_merge_requestsC	Get the approval state of merge requests for a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id, merge_request_iid). Returns: Response: A wrapper containing the original response and the raw approval state data. Raises: MissingParameterError: If the project_id or merge_request_iid is missing. ParameterError: If invalid parameters are provided.
gitlab_get_branchC	Retrieve information about a specific branch in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, branch). Returns: Response: The response object containing a Branch model. Raises: MissingParameterError: If the project ID or branch is missing. ParameterError: If invalid parameters are provided.
gitlab_get_branchesC	Retrieve information about branches in a project. Args: **kwargs: Additional keyword arguments to initialize the BranchModel. Returns: Response: The response object containing a list of Branch models. Raises: ParameterError: If the provided parameters are invalid based on the BranchModel.
gitlab_get_commitC	Get a specific commit. Args: **kwargs: Additional parameters for the request. Returns: Response: A wrapper containing the original response and a Commit model. Raises: ParameterError: If invalid parameters are provided.
gitlab_get_commit_commentsC	Get comments on a commit. Args: **kwargs: Additional parameters for the request. Returns: Response: A wrapper containing the original response and a list of Comment models. Raises: ParameterError: If invalid parameters are provided.
gitlab_get_commit_diffD	Get the diff of a commit. Args: **kwargs: Additional parameters for the request. Returns: Response: A wrapper containing the original response and a list of Diff models. Raises: ParameterError: If invalid parameters are provided.
gitlab_get_commit_discussionsC	Get discussions on a commit. Args: **kwargs: Additional parameters for the request. Returns: Response: A wrapper containing the original response and a list of Discussion models. Raises: ParameterError: If invalid parameters are provided.
gitlab_get_commit_gpg_signatureC	Get GPG signature of a commit. Args: **kwargs: Additional parameters for the request. Returns: Response: A wrapper containing the original response and a CommitSignature model. Raises: ParameterError: If invalid parameters are provided.
gitlab_get_commit_merge_requestsC	Get merge requests associated with a commit. Args: **kwargs: Additional parameters for the request. Returns: Response: A wrapper containing the original response and a list of MergeRequest models. Raises: ParameterError: If invalid parameters are provided.
gitlab_get_commit_referencesD	Get references of a commit. Args: **kwargs: Additional parameters for the request. Returns: Response: A wrapper containing the original response and a list of reference dictionaries. Raises: ParameterError: If invalid parameters are provided.
gitlab_get_commit_statusesC	Get statuses of a commit. Args: **kwargs: Additional parameters for the request. Returns: Response: A wrapper containing the original response and a list of Status models. Raises: ParameterError: If invalid parameters are provided.
gitlab_get_commitsD	Get commits. Args: **kwargs: Additional parameters for the request. Returns: Response: A wrapper containing the original response and a list of Commit models. Raises: ParameterError: If invalid parameters are provided.
gitlab_get_deploy_tokensC	Get all deploy tokens. Args: **kwargs: Additional parameters for the request. Returns: Response: A wrapper containing the original response and a list of DeployToken models. Raises: ParameterError: If the request fails or returns invalid data.
gitlab_get_environmentB	Get details of a specific environment. Args: **kwargs: Additional parameters for the request (e.g., project_id, environment_id). Returns: Response: A wrapper containing the original response and an Environment model. Raises: MissingParameterError: If the project_id or environment_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_environmentsC	Get a list of environments for a project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a list of Environment models. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_epicC	Get a specific group epic.
gitlab_get_epicsC	Get all epics for a group.
gitlab_get_groupC	Get details of a specific group. Args: **kwargs: Additional parameters for the request (e.g., group_id). Returns: Response: A wrapper containing the original response and a Group model. Raises: MissingParameterError: If the group_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_group_deploy_tokenC	Get a specific deploy token for a group. Args: **kwargs: Additional parameters for the request (e.g., group_id, deploy_token_id). Returns: Response: A wrapper containing the original response and a DeployToken model. Raises: ParameterError: If invalid parameters are provided. MissingParameterError: If required parameters are missing.
gitlab_get_group_deploy_tokensC	Get deploy tokens for a specific group. Args: **kwargs: Additional parameters for the request (e.g., group_id). Returns: Response: A wrapper containing the original response and a list of DeployToken models. Raises: ParameterError: If invalid parameters are provided. MissingParameterError: If required parameters are missing.
gitlab_get_group_descendant_groupsC	Get descendant groups of a specific group. Args: **kwargs: Additional parameters for the request (e.g., group_id). Returns: Response: A wrapper containing the original response and a list of Group models. Raises: MissingParameterError: If the group_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_group_issuesB	Get the list of issues for a group (and, by default, its subgroups). Args: **kwargs: group_id (required) plus optional filters (state, labels, assignee_username, milestone, search, order_by, ...). Returns: Response: A wrapper containing the original response and a list of Issue models. Raises: MissingParameterError: If the group_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_group_level_ruleB	Get details of a group-level merge request approval setting. Args: **kwargs: Additional parameters for the request (e.g., group_id). Returns: Response: A wrapper containing the original response and a MergeRequestRuleSettings model. Raises: MissingParameterError: If the group_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_group_membersC	Get members of a specific group. Args: **kwargs: Additional parameters for the request (e.g., group_id). Returns: Response: A wrapper containing the original response and a list of Membership models. Raises: MissingParameterError: If the group_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_group_merge_requestsB	Get merge requests associated with a specific group. Args: **kwargs: Additional parameters for the request (e.g., group_id). Returns: Response: A wrapper containing the original response and a list of MergeRequest models. Raises: MissingParameterError: If the group_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_group_projectsC	Get projects associated with a specific group. Args: **kwargs: Additional parameters for the request (e.g., group_id). Returns: Response: A wrapper containing the original response and a list of Project models. Raises: MissingParameterError: If the group_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_group_releasesC	Get information about releases in a group. Args: **kwargs: Additional parameters for the request (e.g., group_id). Returns: Response: A wrapper containing the original response and a list of Release models. Raises: MissingParameterError: If the group_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_group_runnersC	Get information about runners in a group. Args: **kwargs: Additional parameters for the request (e.g., group_id). Returns: Response: A wrapper containing the original response and a list of Runner models. Raises: MissingParameterError: If the group_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_group_subgroupsC	Get subgroups of a specific group. Args: **kwargs: Additional parameters for the request (e.g., group_id). Returns: Response: A wrapper containing the original response and a list of Group models. Raises: MissingParameterError: If the group_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_group_vulnerabilitiesB	Get a group's security vulnerability findings (Ultimate). GET /groups/{group_id}/vulnerability_findings Args: **kwargs: group_id (required); optional pagination. Returns: Response: wrapper containing the original response and the parsed vulnerability findings (list of dicts). Raises: MissingParameterError: If group_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_groupsC	Get a list of groups. Args: **kwargs: Additional parameters for the request (e.g., group_id). Returns: Response: A wrapper containing the original response and a list of Group models. Raises: ParameterError: If invalid parameters are provided.
gitlab_get_issueD	Get a single issue.
gitlab_get_issuesC	Get list of issues. Can filter by project_id.
gitlab_get_labelC	Get a specific label by name.
gitlab_get_labelsC	Get all labels for a project.
gitlab_get_latest_releaseC	Get information about the latest release in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a Release model. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_latest_release_assetC	Get the asset for the latest release in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, direct_asset_path). Returns: Response: A wrapper containing the original response and the raw asset data. Raises: MissingParameterError: If the project_id or direct_asset_path is missing. ParameterError: If invalid parameters are provided.
gitlab_get_latest_release_evidenceC	Get evidence for the latest release in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and the raw evidence data. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_merge_request_level_rulesB	Get merge request-level approval rules for a specific project and merge request. Args: **kwargs: Additional parameters for the request (e.g., project_id, merge_request_iid). Returns: Response: A wrapper containing the original response and a list of ApprovalRule models. Raises: MissingParameterError: If the project_id or merge_request_iid is missing. ParameterError: If invalid parameters are provided.
gitlab_get_merge_requestsC	Get a list of merge requests. Args: **kwargs: Additional parameters for the request (e.g., state, scope). Returns: Response: A wrapper containing the original response and a list of MergeRequest models. Raises: ParameterError: If invalid parameters are provided.
gitlab_get_milestoneC	Get a specific project milestone.
gitlab_get_milestonesC	Get all milestones for a project.
gitlab_get_namespaceC	Get information about a specific namespace. Args: **kwargs: Additional parameters for the request (e.g., namespace_id). Returns: Response: A wrapper containing the original response and a Namespace model. Raises: MissingParameterError: If the namespace_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_namespacesC	Get information about namespaces. Args: **kwargs: Additional parameters for the request (e.g., per_page). Returns: Response: A wrapper containing the original response and a list of Namespace models. Raises: ParameterError: If invalid parameters are provided.
gitlab_get_nested_projects_by_groupC	Get information about nested projects within a group. Args: **kwargs: Additional parameters for the request (e.g., group_id, per_page). Returns: Response: A wrapper containing the original response and a list of Project models. Raises: MissingParameterError: If the group_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_noteD	Get a specific note.
gitlab_get_notesB	Get all notes for a specific issue.
gitlab_get_pipelineC	Get information about a specific pipeline in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, pipeline_id). Returns: Response: A wrapper containing the original response and a Pipeline model. Raises: MissingParameterError: If the project_id or pipeline_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_pipeline_jobsA	Get jobs associated with a specific pipeline within a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, pipeline_id). Returns: Response: A wrapper containing the original response and a list of Job models. Raises: MissingParameterError: If the project_id or pipeline_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_pipeline_scheduleA	Get information about a specific pipeline schedule in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, pipeline_schedule_id). Returns: Response: A wrapper containing the original response and a PipelineSchedule model. Raises: MissingParameterError: If the project_id or pipeline_schedule_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_pipeline_schedulesC	Get pipeline schedules for a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a list of PipelineSchedule models. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_pipelinesC	Get information about pipelines for a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a list of Pipeline models. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_pipelines_triggered_from_scheduleC	Get pipelines triggered from a specific pipeline schedule. Args: **kwargs: Additional parameters for the request (e.g., project_id, pipeline_schedule_id). Returns: Response: A wrapper containing the original response and a list of Pipeline models. Raises: MissingParameterError: If the project_id or pipeline_schedule_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_projectC	Get information about a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a Project model. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_project_contributorsC	Get information about contributors to a project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a list of User models. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_project_dependenciesA	Get a project's Dependency List (all detected dependencies). GET /projects/{project_id}/dependencies Args: **kwargs: project_id (required); optional package_manager filter and pagination (page, per_page, max_pages). Returns: Response: wrapper containing the original response and the parsed dependency list (list of dicts). Raises: MissingParameterError: If project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_project_deploy_tokenC	Get a specific deploy token for a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, deploy_token_id). Returns: Response: A wrapper containing the original response and a DeployToken model. Raises: ParameterError: If invalid parameters are provided. MissingParameterError: If required parameters are missing.
gitlab_get_project_deploy_tokensC	Get deploy tokens for a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a list of DeployToken models. Raises: ParameterError: If invalid parameters are provided. MissingParameterError: If required parameters are missing.
gitlab_get_project_groupsC	Get groups associated with a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a list of Group models. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_project_jobB	Get details of a specific job within a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, job_id). Returns: Response: A wrapper containing the original response and a Job model. Raises: MissingParameterError: If the project_id or job_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_project_job_logC	Get the log of a specific job within a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, job_id). Returns: Response: A wrapper containing the original response and the raw job log data. Raises: MissingParameterError: If the project_id or job_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_project_jobsC	Get jobs associated with a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a list of Job models. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_project_level_merge_request_ruleB	Get details of a specific project-level merge request approval rule. Args: **kwargs: Additional parameters for the request (e.g., project_id, approval_rule_id). Returns: Response: A wrapper containing the original response and an ApprovalRule model. Raises: MissingParameterError: If the project_id or approval_rule_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_project_level_merge_request_rulesC	Get project-level merge request approval rules. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a list of ApprovalRule models. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_project_level_ruleC	Get details of a project-level merge request approval setting. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a MergeRequestRuleSettings model. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_project_membersB	Get members of a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a list of Membership models. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_project_merge_requestC	Get details of a specific merge request in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, merge_request_iid). Returns: Response: A wrapper containing the original response and a MergeRequest model. Raises: MissingParameterError: If the project_id or merge_request_iid is missing. ParameterError: If invalid parameters are provided.
gitlab_get_project_merge_requestsB	Get merge requests for a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a list of MergeRequest models. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_project_runnersC	Get information about runners in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a list of Runner models. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_project_statisticsC	Get statistics for a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and the raw statistics data. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_project_vulnerabilitiesB	Get a project's security vulnerabilities (Ultimate). GET /projects/{project_id}/vulnerabilities Args: **kwargs: project_id (required); optional pagination. Returns: Response: wrapper containing the original response and the parsed vulnerabilities (list of dicts). Raises: MissingParameterError: If project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_projectsC	Get information about projects. Args: **kwargs: Additional parameters for the request (e.g., owned, membership). Returns: Response: A wrapper containing the original response and a list of Project models. Raises: ParameterError: If invalid parameters are provided.
gitlab_get_protected_branchC	Get information about a specific protected branch in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, branch). Returns: Response: A wrapper containing the original response and a Branch model. Raises: MissingParameterError: If the project_id or branch is missing. ParameterError: If invalid parameters are provided.
gitlab_get_protected_branchesC	Get information about protected branches in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a list of Branch models. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_protected_environmentC	Get details of a specific protected environment. Args: **kwargs: Additional parameters for the request (e.g., project_id, name). Returns: Response: A wrapper containing the original response and an Environment model. Raises: MissingParameterError: If the project_id or name is missing. ParameterError: If invalid parameters are provided.
gitlab_get_protected_environmentsC	Get a list of protected environments for a project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a list of Environment models. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_protected_tagC	Get information about a specific protected tag in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, name). Returns: Response: A wrapper containing the original response and a Tag model. Raises: MissingParameterError: If the project_id or name is missing. ParameterError: If invalid parameters are provided.
gitlab_get_protected_tagsC	Get information about protected tags in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a list of Tag models. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_release_by_tagC	Get information about a release by its tag in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, tag_name). Returns: Response: A wrapper containing the original response and a Release model. Raises: MissingParameterError: If the project_id or tag_name is missing. ParameterError: If invalid parameters are provided.
gitlab_get_releasesB	Get information about releases in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a list of Release models. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_repository_packagesC	Get information about repository packages for a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a list of Package models. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_runnerB	Get information about a specific runner. Args: **kwargs: Additional parameters for the request (e.g., runner_id). Returns: Response: A wrapper containing the original response and a Runner model. Raises: MissingParameterError: If the runner_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_runner_jobsC	Get jobs for a specific runner. Args: **kwargs: Additional parameters for the request (e.g., runner_id). Returns: Response: A wrapper containing the original response and a list of Job models. Raises: MissingParameterError: If the runner_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_runnersC	Get information about runners. Args: **kwargs: Additional parameters for the request (e.g., scope, status). Returns: Response: A wrapper containing the original response and a list of Runner models. Raises: ParameterError: If invalid parameters are provided.
gitlab_get_snippetD	Get a specific snippet.
gitlab_get_snippetsC	Get list of snippets. Can filter by project_id.
gitlab_get_tagC	Get information about a specific tag in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, name). Returns: Response: A wrapper containing the original response and a Tag model. Raises: MissingParameterError: If the project_id or name is missing. ParameterError: If invalid parameters are provided.
gitlab_get_tagsC	Get information about tags in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a list of Tag models. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_userC	Get information about a specific user. Args: **kwargs: Additional parameters for the request (e.g., user_id). Returns: Response: A wrapper containing the original response and a User model. Raises: MissingParameterError: If the user_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_usersC	Get information about users. Args: **kwargs: Additional parameters for the request (e.g., per_page, page). Returns: Response: A wrapper containing the original response and a list of User models. Raises: ParameterError: If invalid parameters are provided.
gitlab_get_vulnerabilityB	Get a single vulnerability by its global ID (Ultimate). GET /vulnerabilities/{vulnerability_id} Args: **kwargs: vulnerability_id (required). Returns: Response: wrapper containing the original response and the parsed vulnerability (dict). Raises: MissingParameterError: If vulnerability_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_wiki_listB	Get a list of wiki pages for a project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a list of WikiPage models. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_get_wiki_pageC	Get information about a specific wiki page. Args: **kwargs: Additional parameters for the request (e.g., project_id, slug). Returns: Response: A wrapper containing the original response and a WikiPage model. Raises: MissingParameterError: If the project_id or slug is missing. ParameterError: If invalid parameters are provided.
gitlab_merge_request_level_approvalsC	Get approvals for a specific merge request. Args: **kwargs: Additional parameters for the request (e.g., project_id, merge_request_iid). Returns: Response: A wrapper containing the original response and the raw approval data. Raises: MissingParameterError: If the project_id or merge_request_iid is missing. ParameterError: If invalid parameters are provided.
gitlab_pause_runnerC	Pause or unpause a specific runner. Args: **kwargs: Additional parameters for the request (e.g., runner_id, active). Returns: Response: A wrapper containing the original response and a Runner model. Raises: MissingParameterError: If the runner_id or active status is missing. ParameterError: If invalid parameters are provided.
gitlab_post_build_status_to_commitC	Post build status to a commit. Args: **kwargs: Additional parameters for the request. Returns: Response: A wrapper containing the original response and a Commit model. Raises: ParameterError: If invalid parameters are provided.
gitlab_protect_branchC	Protect a specific branch in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, branch). Returns: Response: A wrapper containing the original response and a Branch model. Raises: MissingParameterError: If the project_id or branch is missing. ParameterError: If invalid parameters are provided.
gitlab_protect_environmentC	Protect an environment for a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, name). Returns: Response: A wrapper containing the original response and an Environment model. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_protect_tagC	Protect a tag in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, name). Returns: Response: A wrapper containing the original response and a Tag model. Raises: MissingParameterError: If the project_id or name is missing. ParameterError: If invalid parameters are provided.
gitlab_publish_repository_packageC	Publish a repository package for a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id, package_name, package_version, file_name). Returns: Response: A wrapper containing the original response and a Package model. Raises: MissingParameterError: If the project_id, package_name, package_version, or file_name is missing. ParameterError: If invalid parameters are provided.
gitlab_register_new_runnerC	Register a new runner. Args: **kwargs: Additional parameters for the request (e.g., token). Returns: Response: A wrapper containing the original response and a Runner model. Raises: MissingParameterError: If the token is missing. ParameterError: If invalid parameters are provided.
gitlab_require_code_owner_approvals_single_branchC	Require code owner approvals for a specific branch in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, branch). Returns: Response: A wrapper containing the original response and a Branch model. Raises: MissingParameterError: If the project_id or branch is missing. ParameterError: If invalid parameters are provided.
gitlab_reset_gitlab_runner_tokenB	Reset GitLab runner registration token. Returns: Response: A wrapper containing the original response and the raw token data. Raises: ParameterError: If invalid parameters are provided.
gitlab_reset_group_runner_tokenC	Reset registration token for a group's runner. Args: **kwargs: Additional parameters for the request (e.g., group_id). Returns: Response: A wrapper containing the original response and the raw token data. Raises: MissingParameterError: If the group_id is missing. ParameterError: If invalid parameters are provided.
gitlab_reset_project_runner_tokenC	Reset registration token for a project's runner. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and the raw token data. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_reset_tokenC	Reset authentication token for a runner. Args: **kwargs: Additional parameters for the request (e.g., runner_id, token). Returns: Response: A wrapper containing the original response and a Runner model. Raises: MissingParameterError: If the runner_id or token is missing. ParameterError: If invalid parameters are provided.
gitlab_retry_project_jobC	Retry a specific job within a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, job_id). Returns: Response: A wrapper containing the original response and a Job model. Raises: MissingParameterError: If the project_id or job_id is missing. ParameterError: If invalid parameters are provided.
gitlab_revert_commitD	Revert a commit. Args: **kwargs: Additional parameters for the request. Returns: Response: A wrapper containing the original response and a Commit model. Raises: ParameterError: If invalid parameters are provided.
gitlab_run_pipelineC	Run a pipeline for a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id, ref). Returns: Response: A wrapper containing the original response and a Pipeline model. Raises: MissingParameterError: If the project_id or ref is missing. ParameterError: If invalid parameters are provided.
gitlab_run_pipeline_scheduleC	Run a pipeline schedule for a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id, pipeline_schedule_id). Returns: Response: A wrapper containing the original response (no data for successful operation). Raises: MissingParameterError: If the project_id or pipeline_schedule_id is missing. ParameterError: If invalid parameters are provided.
gitlab_run_project_jobC	Run a specific job within a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, job_id). Returns: Response: A wrapper containing the original response and a Job model. Raises: MissingParameterError: If the project_id or job_id is missing. ParameterError: If invalid parameters are provided.
gitlab_share_projectC	Share a specific project with a group. Args: **kwargs: Additional parameters for the request (e.g., project_id, group_id, group_access). Returns: Response: A wrapper containing the original response and a Project model. Raises: MissingParameterError: If the project_id, group_id, or group_access is missing. ParameterError: If invalid parameters are provided.
gitlab_stop_environmentC	Stop an environment for a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, environment_id). Returns: Response: A wrapper containing the original response and an Environment model. Raises: MissingParameterError: If the project_id or environment_id is missing. ParameterError: If invalid parameters are provided.
gitlab_stop_stale_environmentsC	Stop stale environments for a project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response (no data for successful operation). Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_take_pipeline_schedule_ownershipC	Take ownership of a pipeline schedule for a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id, pipeline_schedule_id). Returns: Response: A wrapper containing the original response and a PipelineSchedule model. Raises: MissingParameterError: If the project_id or pipeline_schedule_id is missing. ParameterError: If invalid parameters are provided.
gitlab_unapprove_merge_requestC	Unapprove a specific merge request. Args: **kwargs: Additional parameters for the request (e.g., project_id, merge_request_iid). Returns: Response: A wrapper containing the original response (no data for successful operation). Raises: MissingParameterError: If the project_id or merge_request_iid is missing. ParameterError: If invalid parameters are provided.
gitlab_unarchive_projectC	Unarchive a specific project. Args: **kwargs: Additional parameters for the request (e.g., project_id). Returns: Response: A wrapper containing the original response and a Project model. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_unprotect_branchC	Unprotect a specific branch in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, branch). Returns: Response: A wrapper containing the original response (no data for successful deletion). Raises: MissingParameterError: If the project_id or branch is missing. ParameterError: If invalid parameters are provided.
gitlab_unprotect_environmentB	Unprotect an environment for a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, name). Returns: Response: A wrapper containing the original response (no data for successful deletion). Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_unprotect_tagC	Unprotect a tag in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, name). Returns: Response: A wrapper containing the original response (no data for successful deletion). Raises: MissingParameterError: If the project_id or name is missing. ParameterError: If invalid parameters are provided.
gitlab_update_environmentC	Update an existing environment for a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, environment_id). Returns: Response: A wrapper containing the original response and an Environment model. Raises: MissingParameterError: If the project_id or environment_id is missing. ParameterError: If invalid parameters are provided.
gitlab_update_epicC	Update a group epic.
gitlab_update_issueD	Update an issue.
gitlab_update_labelC	Update an existing label.
gitlab_update_milestoneD	Update a project milestone.
gitlab_update_noteD	Update a note.
gitlab_update_project_level_ruleC	Update an existing project-level merge request approval rule. Args: **kwargs: Additional parameters for the request (e.g., project_id, approval_rule_id). Returns: Response: A wrapper containing the original response and an ApprovalRule model. Raises: MissingParameterError: If the project_id or approval_rule_id is missing. ParameterError: If invalid parameters are provided.
gitlab_update_protected_environmentC	Update a protected environment for a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, name). Returns: Response: A wrapper containing the original response and an Environment model. Raises: MissingParameterError: If the project_id is missing. ParameterError: If invalid parameters are provided.
gitlab_update_releaseC	Update information about a release in a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, tag_name). Returns: Response: A wrapper containing the original response and a Release model. Raises: MissingParameterError: If the project_id or tag_name is missing. ParameterError: If invalid parameters are provided.
gitlab_update_runner_detailsC	Update details for a specific runner. Args: **kwargs: Additional parameters for the request (e.g., runner_id). Returns: Response: A wrapper containing the original response and a Runner model. Raises: MissingParameterError: If the runner_id is missing. ParameterError: If invalid parameters are provided.
gitlab_update_snippetD	Update a snippet.
gitlab_update_userD	Update an existing user.
gitlab_update_wiki_pageC	Update an existing wiki page for a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, slug). Returns: Response: A wrapper containing the original response and a WikiPage model. Raises: MissingParameterError: If the project_id or slug is missing. ParameterError: If invalid parameters are provided.
gitlab_upload_wiki_page_attachmentC	Upload an attachment to a wiki page for a project. Args: **kwargs: Additional parameters for the request (e.g., project_id, file, branch). Returns: Response: A wrapper containing the original response and the raw attachment data. Raises: MissingParameterError: If the project_id, file, or branch is missing. ParameterError: If invalid parameters are provided.
gitlab_verify_runner_authenticationC	Verify runner authentication. Args: **kwargs: Additional parameters for the request (e.g., token). Returns: Response: A wrapper containing the original response (no data for successful operation). Raises: MissingParameterError: If the token is missing. ParameterError: If invalid parameters are provided.

Prompts

Interactive templates invoked by user choice

Name	Description
`connector-status`	Ask for this connector server's current operational status.
`devops_specialist`	GitLab DevOps specialist: code review, CI/CD delivery, and issue tracking over the gitlab-api MCP server.
`create_branch_prompt`	Generates a prompt for creating a branch
`create_merge_request_prompt`	Generates a prompt for creating a merge request
`get_project_statistics_prompt`	Generates a prompt for getting project statistics
`trigger_pipeline_prompt`	Generates a prompt for triggering a pipeline
`get_latest_release_prompt`	Generates a prompt for getting the latest gitlab release.

Resources

Contextual data attached and managed by the client

Name	Description
`_connector_status_resource`	Native resource exposing this server's static status payload.
`ontology://gitlab-mcp/gitlab.ttl`
`connector-resources`	Data sources, ontology mappings and resources of this connector.
`gitlab-api-operations/SKILL.md`	Operate gitlab-api through its governed MCP and Arbora capabilities, including gitlab issues, gitlab merge request create, gitlab merge request review, gitlab pipelines, gitlab vulnerabilities. Use when a request requires this provider's read, change, automation, ingestion, troubleshooting, or evidence workflows.
`gitlab-api-operations/_manifest`	File listing for gitlab-api-operations
`gitlab-issues/SKILL.md`	Issue review and tracking on GitLab via the gitlab-api MCP server — review a project's issues, review issues across a whole group/organization, and read, create, update, or close an issue with the domain-typed tool. Use when the agent must triage a project's issues, see every issue affecting a group, open a new issue, update labels/assignee/state, or delete one. Do NOT use for merge requests (gitlab-merge-request-review / gitlab-merge-request-create), pipelines (gitlab-pipelines), or repo/branch reads (gitlab-repositories); prefer those.
`gitlab-issues/_manifest`	File listing for gitlab-issues
`gitlab-merge-request-review/SKILL.md`	Review and merge GitLab merge requests via the gitlab-api MCP server — by default the MRs assigned to you or where you are a reviewer, optionally scoped to a project, group, or the whole instance. Read an MR, gate it on a green pipeline (pipeline → jobs → job log), then approve, accept/merge, or set merge-when-pipeline-succeeds (auto-merge) — writes are confirmed with the user and CI-gated. Use when the agent must review open MRs, verify CI, approve, merge, or set auto-merge. Do NOT use to open an MR (gitlab-merge-request-create), review issues (gitlab-issues), or review pipelines broadly (gitlab-pipelines).
`gitlab-merge-request-review/_manifest`	File listing for gitlab-merge-request-review
`gitlab-pipelines/SKILL.md`	CI/CD pipeline review on GitLab via the gitlab-api MCP server — review pipeline results for a project, a group, or the whole instance, drill into the CI jobs of a pipeline, and read a job's log; also trigger a pipeline on a ref. Use when the agent must review CI results across a project/group/organization, check whether a branch is green, inspect a pipeline's jobs, or read job logs. Do NOT use for merge-request review/merge (gitlab-merge-request-review), issues (gitlab-issues), or repo/branch reads (gitlab-repositories); prefer those.
`gitlab-pipelines/_manifest`	File listing for gitlab-pipelines
`gitlab-merge-request-create/SKILL.md`	Open a new GitLab merge request against a project via the gitlab-api MCP server — from a source branch into a target branch, with title, description, assignees, reviewers, labels, and remove-source-branch/squash options. Use when the agent must create/open an MR for a project. Do NOT use to review, approve, or merge an existing MR (gitlab-merge-request-review), to triage issues (gitlab-issues), or to review pipelines (gitlab-pipelines).
`gitlab-merge-request-create/_manifest`	File listing for gitlab-merge-request-create
`gitlab-vulnerabilities/SKILL.md`	Dependency and security-vulnerability review on GitLab via the gitlab-api MCP server — the GitLab counterpart to GitHub Dependabot. Read a project's Dependency List, review a project's or group's security vulnerabilities/findings, and fetch a single vulnerability by ID. Use when the agent must audit a project's dependencies for known vulnerabilities, review the security posture of a project or group, or inspect one vulnerability. Do NOT use for package publishing or registry reads (gitlab-packages), pipelines/CI (gitlab-pipelines), or issues (gitlab-issues); prefer those.
`gitlab-vulnerabilities/_manifest`	File listing for gitlab-vulnerabilities

Deploy Server

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

C2.2/5.0

Scored 2026-10-25 21:25 across 210 tools

Disambiguation2/5

The 210-tool surface contains multiple overlapping clusters: REST and GraphQL counterparts (e.g. gitlab_graphql_ops_retry_pipeline vs pipeline REST tools), duplicate instance tools (gitlab_instances_get and gitlab_instances_list), duplicate deploy-token getters, and several similarly named approval-rule tools. While many tools target distinct GitLab resources, agents will struggle to choose between generic api_request, gitlab_api_request, gitlab_graphql, and the typed REST/GraphQL tools for the same operation.

Naming Consistency2/5

Most tools follow gitlab_verb_noun, but the set mixes multiple conventions: gitlab_graphql_ops_update_merge_request, gitlab_deploy_tokens_get, gitlab_instances_get, gitlab_instances_list, api_request, gitlab_api_request, gitlab_graphql, and gitlab_discover_graphql_schema. The inconsistency is especially jarring between get_* and *_get forms and between REST and GraphQL prefixes.

Tool Count1/5

210 tools is far beyond an appropriate MCP tool count for this server, even for GitLab's broad API. The surface is heavily duplicated across REST, GraphQL, generic request wrappers, and ingestion helpers, making the set unwieldy for an agent to navigate.

Completeness3/5

Coverage is broad across projects, groups, issues, merge requests, pipelines, runners, releases, environments, and wiki pages, so many core workflows are possible. However, there are notable gaps and inconsistencies such as missing create_group/delete_group and membership add/remove operations, while some operations exist only via GraphQL or generic API escape hatches.

Maintenance

ActivityActive

ResponsivenessUnresponsive