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MCP Gitlab

io-github-crunchtools-gitlab declares 63 capabilities across 63 tools, with 2 critical issues.

96/100 exposureHigh exposure

Manifest recorded 2026-10-15 from tools/list answered by the PyPI package mcp-gitlab-crunchtools==0.4.1 (published to PyPI as mcp-gitlab-crunchtools, listed in the official MCP registry as io.github.crunchtools/gitlab 0.4.1), run in an isolated container with no network access and no credentials. The date changes only when the manifest does. Not verified by a maintainer.

Issues

These describe what this server's manifest declares. A product can provide controls that MCP has no way to express — token revocation, an admin console, audit logs — and this page cannot see them. The absence of a declaration is not evidence that a control is absent.

critical · no-revocation · All 63 tools

63 of 63 tools declare no way for the customer to switch them off once granted. This applies to every tool because MCP has no field in which to declare a revocation mechanism; the product may provide one outside MCP that a manifest cannot show.

critical · irreversible-uncapped · 7 of 63 tools

7 tools are classified as irreversible and declare no limit.

high · no-expiry · All 63 tools

63 of 63 tools declare no expiry. This applies to every tool because MCP has no field in which to declare an expiry; the product may provide one outside MCP that a manifest cannot show.

high · no-audit-trail · All 63 tools

63 of 63 tools declare no record of their actions that the customer can read. This applies to every tool because MCP has no field in which to declare an audit requirement; the product may provide one outside MCP that a manifest cannot show.

high · uncapped-write · 21 of 63 tools

21 tools can modify data and declare no limit.

low · uncapped-read · 35 of 63 tools

35 tools can read data and declare no limit.

Declared capabilities

How each tool was read. declared means the server's own annotation said so — self-reported and unverified. inferred is from the tool's name. assumed means nothing indicated either way.

ToolRead asBasis
list_projects_toolread inferred
get_project_toolread inferred
list_project_branches_toolread inferred
get_project_branch_toolread inferred
list_project_commits_toolread inferred
create_project_toolwrite inferred
delete_project_tooldelete inferred
list_groups_toolread inferred
get_group_toolread inferred
list_group_projects_toolread inferred
list_merge_requests_toolread inferred
get_merge_request_toolread inferred
create_merge_request_toolwrite inferred
update_merge_request_toolwrite inferred
list_mr_notes_toolread inferred
create_mr_note_toolwrite inferred
get_mr_changes_toolread inferred
list_mr_discussions_toolread inferred
create_mr_discussion_toolwrite inferred
list_issues_toolread inferred
get_issue_toolread inferred
create_issue_toolwrite inferred
update_issue_toolwrite inferred
list_issue_notes_toolread inferred
create_issue_note_toolwrite inferred
list_pipelines_toolread inferred
get_pipeline_toolread inferred
list_pipeline_jobs_toolread inferred
get_job_log_toolread inferred
create_pipeline_toolwrite inferred
retry_pipeline_toolwrite assumed
cancel_pipeline_tooldelete inferred
delete_pipeline_tooldelete inferred
retry_job_toolwrite assumed
cancel_job_tooldelete inferred
delete_job_tooldelete inferred
search_global_toolread inferred
search_project_toolread inferred
list_repository_tree_toolread inferred
get_file_toolread inferred
create_file_toolwrite inferred
update_file_toolwrite inferred
create_branch_toolwrite inferred
delete_branch_tooldelete inferred
compare_branches_toolread inferred
list_labels_toolread inferred
create_label_toolwrite inferred
update_label_toolwrite inferred
delete_label_tooldelete inferred
get_current_user_toolread inferred
list_users_toolread inferred
get_user_toolread inferred
list_releases_toolread inferred
get_release_toolread inferred
create_release_toolwrite inferred
list_milestones_toolread inferred
create_milestone_toolwrite inferred
update_milestone_toolwrite inferred
list_wiki_pages_toolread inferred
get_wiki_page_toolread inferred
create_wiki_page_toolwrite inferred
list_snippets_toolread inferred
create_snippet_toolwrite inferred
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