gitlab-mcp
mcp2.3.11MCP server for GitLab: 277 tools for projects, MRs, issues, pipelines, wikis and more via the GitLab REST/GraphQL API
By zereight | 98 findings | Scanned 10/26/2026 | tooltrust-scanner/v0.3.20 | 2.1k
Repository health
Popularity and maintenance signals alongside the security grade.
2.1k
current snapshot
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GitHub metadata pending
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Latest GitHub release
Stars trend
Daily star additions · History data pending
No observed star events yet.
Pull request activity
Weekly PR events · History data pending
No observed PR events yet.
Risk Summary
Safe With Normal ControlsDep Visibility is the main signal, but overall risk remains within an acceptable range.
Potential impact: This finding indicates the tool should be reviewed before it is trusted.
Recommended action: No high-risk findings were detected in this scan, but you should still apply least-privilege defaults and rescan after changes.
Suggested policy: keep this tool behind manual approval, do not allow unattended runs, and re-scan after narrowing risky permissions.
Security Findings (98)
input schema exposes 26 properties (threshold: 10)
GITLAB_CREATE_GROUPinput schema exposes 12 properties (threshold: 10)
GITLAB_CREATE_PROJECTinput schema exposes 17 properties (threshold: 10)
GITLAB_CREATE_PROJECT_ISSUEGITLAB_LIST_PROJECT_PIPELINESinput schema exposes 13 properties (threshold: 10)
GITLAB_GET_GROUPSinput schema exposes 36 properties (threshold: 10)
GITLAB_GET_PROJECT_MERGE_REQUESTSinput schema exposes 19 properties (threshold: 10)
GITLAB_GET_PROJECTSinput schema exposes 24 properties (threshold: 10)
GITLAB_GET_USERSinput schema exposes 11 properties (threshold: 10)
GITLAB_LIST_REPOSITORY_COMMITSinput schema exposes 22 properties (threshold: 10)
GITLAB_LIST_USER_PROJECTSFix: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.
tool performs network or execution operations but declares no rate-limit, timeout, or retry configuration
GITLAB_CREATE_GROUPGITLAB_CREATE_PROJECTGITLAB_CREATE_PROJECT_ISSUEGITLAB_DOWNLOAD_PROJECT_AVATARGITLAB_GET_GROUP_MEMBERGITLAB_GET_JOB_DETAILSGITLAB_GET_MERGE_REQUEST_NOTESGITLAB_GET_PROJECTGITLAB_GET_PROJECT_MEMBERGITLAB_GET_PROJECT_MERGE_REQUEST_COMMITSGITLAB_GET_PROJECT_MERGE_REQUESTSGITLAB_GET_PROJECTS_ID_MERGE_REQUESTS_IID_DIFFSGITLAB_GET_USERGITLAB_LIST_PROJECT_SHAREABLE_GROUPSGITLAB_LIST_USER_PROJECTSFix: Declare explicit rate-limit, timeout, and retry configuration for all network and execution tools. Implement exponential back-off and surface resource state to the calling agent.
Tool did not expose metadata.dependencies or repo_url, so supply-chain coverage is limited.
GITLAB_ARCHIVE_PROJECTGITLAB_CREATE_GROUPGITLAB_CREATE_PROJECTGITLAB_CREATE_PROJECT_ISSUEGITLAB_CREATE_REPOSITORY_BRANCHGITLAB_DELETE_PROJECTGITLAB_DOWNLOAD_PROJECT_AVATARGITLAB_ERASE_JOBGITLAB_GET_COMMIT_REFSGITLAB_GET_COMMIT_SEQUENCEGITLAB_GET_GROUPGITLAB_GET_GROUP_MEMBERGITLAB_GET_GROUPSGITLAB_GET_JOB_DETAILSGITLAB_GET_MERGE_REQUEST_NOTESGITLAB_GET_PROJECTGITLAB_GET_PROJECT_LANGUAGESGITLAB_GET_PROJECT_MEMBERGITLAB_GET_PROJECT_MEMBER_ALLGITLAB_GET_PROJECT_MERGE_REQUEST_COMMITSGITLAB_GET_PROJECT_MERGE_REQUESTSGITLAB_GET_PROJECTSGITLAB_GET_PROJECTS_ID_MERGE_REQUESTS_IID_DIFFSGITLAB_GET_REPOSITORY_BRANCHGITLAB_GET_REPOSITORY_BRANCHESGITLAB_GET_SINGLE_COMMITGITLAB_GET_SINGLE_PIPELINEGITLAB_GET_USERGITLAB_GET_USER_PREFERENCESGITLAB_GET_USERSGITLAB_GET_USERS_ID_STATUSGITLAB_GET_USER_STATUSGITLAB_GET_USER_SUPPORT_PINGITLAB_IMPORT_PROJECT_MEMBERSGITLAB_LIST_ALL_GROUP_MEMBERSGITLAB_LIST_ALL_PROJECT_MEMBERSGITLAB_LIST_BILLABLE_GROUP_MEMBERSGITLAB_LIST_GROUP_MEMBERSGITLAB_LIST_PENDING_GROUP_MEMBERSGITLAB_LIST_PIPELINE_JOBSGITLAB_LIST_PROJECT_GROUPSGITLAB_LIST_PROJECT_INVITED_GROUPSGITLAB_LIST_PROJECT_PIPELINESGITLAB_LIST_PROJECT_SHAREABLE_GROUPSGITLAB_LIST_PROJECT_TAGSGITLAB_LIST_PROJECT_TRANSFER_LOCATIONSGITLAB_LIST_PROJECT_USERSGITLAB_LIST_REPOSITORY_COMMITSGITLAB_LIST_USER_PROJECTSGITLAB_POST_USER_SUPPORT_PINGITLAB_PUT_USER_PREFERENCESGITLAB_SET_USER_STATUSGITLAB_SHARE_PROJECT_WITH_GROUPGITLAB_START_PROJECT_HOUSEKEEPINGFix: Review and remediate the identified issue.
declared capabilities: code/command execution, filesystem access
GITLAB_CREATE_GROUPGITLAB_CREATE_PROJECTGITLAB_CREATE_PROJECT_ISSUEdeclared capabilities: filesystem access
GITLAB_CREATE_REPOSITORY_BRANCHGITLAB_DELETE_PROJECTGITLAB_LIST_REPOSITORY_COMMITSGITLAB_PUT_USER_PREFERENCESdeclared capabilities: network access
GITLAB_DOWNLOAD_PROJECT_AVATARGITLAB_GET_GROUP_MEMBERGITLAB_GET_JOB_DETAILSGITLAB_GET_MERGE_REQUEST_NOTESGITLAB_GET_PROJECTGITLAB_GET_PROJECT_MEMBERGITLAB_GET_PROJECT_MERGE_REQUEST_COMMITSGITLAB_GET_PROJECTS_ID_MERGE_REQUESTS_IID_DIFFSGITLAB_GET_USERGITLAB_LIST_PROJECT_SHAREABLE_GROUPSGITLAB_LIST_USER_PROJECTSdeclared capabilities: network access, environment variables
GITLAB_GET_PROJECT_MERGE_REQUESTSFix: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.
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