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com.mcparmory/gitlab

PYPI · MCPARMORY-GITLAB · 2 COMPONENTS

Manage projects, groups, branches, merge requests, and CI/CD pipelines

+12 this week 82 Trust /100

Last scanned (5 hours ago)

Scores higher than 84% of PyPI servers

Category Version Control

Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →

Supply Chain Security100
  • No malware found by supply-chain analysis.Pass
  • No known CVEs affecting this package version or its production dependencies.Pass
  • No install/post-install scripts declared.Pass
  • 2 of 45 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency45
Schema Quality & AI Usability82
  • AI-judged instruction clarity (excellent).Pass
  • Tool/resource definitions use about 5140 tokens (~96/item across 53 items; 53 tools + 0 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management77
  • Stability observed for 23 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
Tool Safety98
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • 10 of 11 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation; "execute_manual_job" implies "execute" and declares no destructiveHint at all, which the MCP spec reads as destructive by default. See how to fix → Partial
  • An AI judge read all 53 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a current MCP spec version (2026-07-28).Pass
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 5 Nov 26 +11
    • Malware scan: unverified → pass ▲ security
    • Stability: pass → 0.77 functional
  • 30 Oct 26 +1
    • Stability: 0.97 → pass security
  • 29 Oct 26 −16
    • Malware scan: pass → unverified ▼ security
    • Stability: pass → 0.97 functional
  • 23 Oct 26 +1
    • Stability: 0.97 → pass security
  • 22 Oct 26 −1
    • Stability: pass → 0.97 functional
  • 18 Oct 26 +15
    • Malware scan: unverified → pass ▲ security
  • 17 Oct 26 −15
    • Malware scan: pass → unverified ▼ security
  • 16 Oct 26 +1
    • Stability: 0.97 → pass security
Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 5 Nov 2026 · Analysed pypi/mcparmory-gitlab@1.0.3

Provenance No attestation

The registry publishes no build provenance for this version, so there is nothing to verify.

Result No attestation
Ecosystem pypi
Reason No attestation published

Background: How many MCP packages publish verified provenance →

Dependencies 45 packages
Packages resolved 45
Stale 1
No linked repository 1
Tree resolution Complete

Background: SBOMs and build attestations, explained →

MCP tools · 53 exposed · ~5,140 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
update_group_badge ~119

Updates an existing badge for a group. Allows modification of the badge's name, image URL, and link URL.

NameTypeReqDescription
badge_idstringyesThe unique identifier of the badge to update.
idstringyesThe ID or URL-encoded path of the group owned by the authenticated user.
image_urlstring–The URL of the image to display as the badge.
link_urlstring–The URL where the badge link should direct users.
namestring–A descriptive name for the badge.

No output schema declared.

No examples provided.

update_project_badge ~118

Updates an existing badge for a project. Allows modification of the badge's name, image URL, and link URL.

NameTypeReqDescription
badge_idstringyesThe unique identifier of the badge to update.
idstringyesThe project identifier, either as a numeric ID or URL-encoded path.
image_urlstring–The URL of the image to display as the badge.
link_urlstring–The URL that the badge links to when clicked.
namestring–A descriptive name for the badge.

No output schema declared.

No examples provided.

upload_alert_metric_image ~153

Upload a metric image to an alert for visualization and documentation purposes. Optionally include a URL and description to provide context about the metric data.

NameTypeReqDescription
alert_iidstringyesThe internal ID of the alert to attach the metric image to.
filestringyesBase64-encoded file content for upload. The image file to upload. Supported formats are typically PNG, JPG, and GIF.
idstringyesThe project identifier, either as a numeric ID or URL-encoded path.
urlstring–Optional URL to view additional metric information or the source of the metric data.
url_textstring–Optional descriptive text explaining the metric image content or the linked URL.

No output schema declared.

No examples provided.

Install

How do I install the com.mcparmory/gitlab MCP server?

com.mcparmory/gitlab runs locally as a PyPI package, launched with uvx mcparmory-gitlab. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

pypi · mcparmory-gitlab

# add to Claude Code
claude mcp add com-mcparmory-gitlab -- uvx mcparmory-gitlab
Common questions

What is the com.mcparmory/gitlab MCP server?

com.mcparmory/gitlab is an MCP server listed in the public MCP registry as com.mcparmory/gitlab. Manage projects, groups, branches, merge requests, and CI/CD pipelines. This page covers its PyPI package (mcparmory-gitlab).

Is the com.mcparmory/gitlab MCP server safe to use?

com.mcparmory/gitlab scores 82 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 5 November 2026. It declares no install or post-install scripts. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the com.mcparmory/gitlab MCP server expose?

com.mcparmory/gitlab exposes 53 tools: get_group_badge, update_group_badge, remove_group_badge, list_group_badges, add_group_badge, and 48 more. Their descriptions and schemas cost roughly 5,140 tokens of context every time the server is loaded.

Is the com.mcparmory/gitlab MCP server still maintained?

com.mcparmory/gitlab is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

What licence is the com.mcparmory/gitlab MCP server under?

com.mcparmory/gitlab declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.