Gitlab Api MCP Server

gitlab-api PyPI v26.4.0

Published by an unidentified publisher — no publish provenance and no public repository, so the publisher could not be verified and the source cannot be independently located.

GitLab API + MCP Server + A2A Server

Trust grade
A
98/100
Last scanned get badge →
Trust
A · 98/100
Adoption risk for you: the threat score, then adjusted down for blast radius, publisher verification and how much the scan could see. Deterministic; every point is auditable.
Capability
Minimal
Blast radius if it went rogue — what the server’s tools could reach. Independent of trust.
Coverage
Source
How much the scan could actually inspect. Shallow coverage is stated, never hidden.
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A Why this grade threat 100 − adoption risk = 98/100

The grade answers one question — how safe is this server for you to adopt — so it is computed in two auditable stages. Nothing below is an opinion or an LLM's guess; every line is a real term the deterministic engine applied, and the same input always yields the same number.

1. Threat score — 100 − 0 = 100. What the published surface and source actually contain:

The deterministic scan raised no scored threat in the surface it inspected — the threat score stayed at 100. Capability observations and advisory notes are recorded but never lower it.

2. Client adoption risk — 100 − 2 = 98. Three small, subtract-only factors that reflect your risk in adopting it — a clean scan proves less on a powerful, unverified or barely-inspectable package, so the grade says so plainly:

PointsAdoption-risk factor
−2 publisher verification (unlinked) — no provenance/repo link, but the shipped source was fully read

Capability observations and info notes are shown under Findings but never scored. Open any row's finding below for the file, line and evidence behind a deduction.

Findings 2

low Shell/command execution in packaging/dev tooling (scripts/security_sanitizer.py)MTC-SRC-002

In a packaging/dev/install script (shipped, but not the server runtime) (`scripts/security_sanitizer.py:63`): Spawning a shell/process is command-execution capability; with unsanitized tool input it is command injection / RCE. This is read from the code itself — not from the tool description — so a poisoned server cannot hide it behind honest-looking metadata.

Evidence: try: result = subprocess.run( ["git", "ls-files", "--cached", "--others", "--exclude-standard"],

Fix: Review this call path: confirm it never receives unsanitized tool input, constrain it, or remove it. Treat a server whose code reaches these sinks as high-capability regardless of what its tools claim.

Location: server scripts/security_sanitizer.py

low Shell/command execution in packaging/dev tooling (tests/test_verify_agent.py)MTC-SRC-002

In a packaging/dev/install script (shipped, but not the server runtime) (`tests/test_verify_agent.py:98`): Spawning a shell/process is command-execution capability; with unsanitized tool input it is command injection / RCE. This is read from the code itself — not from the tool description — so a poisoned server cannot hide it behind honest-looking metadata.

Evidence: try: result = subprocess.run( ["docker", "logs", container_name], capture_output=True, text=True

Fix: Review this call path: confirm it never receives unsanitized tool input, constrain it, or remove it. Treat a server whose code reaches these sinks as high-capability regardless of what its tools claim.

Location: server tests/test_verify_agent.py

Tools 34

Each tool and what it can reach — statically extracted from the published source.

  • api_requestno sensitive capability
  • gitlab_branchesno sensitive capability
  • gitlab_commitsno sensitive capability
  • gitlab_deploy_tokensno sensitive capability
  • gitlab_discover_graphql_schemano sensitive capability
  • gitlab_environmentsno sensitive capability
  • gitlab_epicsno sensitive capability
  • gitlab_graphqlno sensitive capability
  • gitlab_graphql_opsno sensitive capability
  • gitlab_groupsno sensitive capability
Show 24 more tools ↓
  • gitlab_ingest_pipelinesno sensitive capability
  • gitlab_ingest_projectsno sensitive capability
  • gitlab_instancesno sensitive capability
  • gitlab_issuesno sensitive capability
  • gitlab_jobsno sensitive capability
  • gitlab_labelsno sensitive capability
  • gitlab_membersno sensitive capability
  • gitlab_merge_requestsno sensitive capability
  • gitlab_merge_rulesno sensitive capability
  • gitlab_milestonesno sensitive capability
  • gitlab_namespacesno sensitive capability
  • gitlab_notesno sensitive capability
  • gitlab_packagesno sensitive capability
  • gitlab_pipeline_schedulesno sensitive capability
  • gitlab_pipelinesno sensitive capability
  • gitlab_projectsno sensitive capability
  • gitlab_protected_branchesno sensitive capability
  • gitlab_releasesno sensitive capability
  • gitlab_runnersno sensitive capability
  • gitlab_snippetsno sensitive capability
  • gitlab_tagsno sensitive capability
  • gitlab_usersno sensitive capability
  • gitlab_vulnerabilitiesno sensitive capability
  • gitlab_wikino sensitive capability

What this scan could not see

Versions 1

Scan history per published version. The engine is deterministic — the same version always yields the same score, so a changed score means the package itself changed.

VersionScoreFindingsEngineScanned
v26.4.0 latest A 98/100 2 1.13.0 2026-08-25

Embed this score

Show this server's live Trust Score in your README, docs or website. The badge is served straight from the registry and updates automatically after every rescan — no API key needed. It links back to this page, so anyone who sees the grade can also read the findings behind it instead of taking a number on faith.

MCP Trust Score: A · 98/100
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Verify this score yourself

The score above is reproducible: the same package version always yields the same result. Run it locally or over the free API — no account, no LLM, fully deterministic.

npx mcptrustchecker scan gitlab-api --online --registry pypi

Use the free API → How scoring works

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