Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/wanadev/gitlab-mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/commands/wanadev/gitlab-mcp/gitlab-setup)<a href="https://agentmods.dev/commands/wanadev/gitlab-mcp/gitlab-setup"><img src="https://agentmods.dev/badge/commands/wanadev/gitlab-mcp/gitlab-setup/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/commands/wanadev/gitlab-mcp/gitlab-setup"><img src="https://agentmods.dev/badge/commands/wanadev/gitlab-mcp/gitlab-setup.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00018 | $0.00264 |
| Opus 5.5 | $0.00007 | $0.00106 |
| Sonnet 5.5 | $0.00004 | $0.00053 |
| Haiku 4.5 | $0.00002 | $0.00026 |
Grade A, and why
gitlab-setup scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Check if the GITLAB_TOKEN environment variable is set.
If GITLAB_TOKEN is NOT set or empty, guide the user step by step in their language:
- Go to GitLab > Settings > Access Tokens
- Create a token with the
apiscope (orread_apifor read-only access) - Copy the token
- Set it as an environment variable:
- Linux/macOS: add
export GITLAB_TOKEN=glpat-xxxxto~/.bashrcor~/.zshrc, then runsource ~/.bashrc - Windows: add it via System Properties > Environment Variables, or run
setx GITLAB_TOKEN glpat-xxxx
- Linux/macOS: add
- Restart Claude Code with
/reload-plugins
Also ask if they need to configure GITLAB_BASE_URL (for self-hosted GitLab instances — default is https://gitlab.com).
If GITLAB_TOKEN IS set, confirm that the connection works by calling the get_current_user tool. Show the user their GitLab identity and confirm everything is working.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 21 lines · 18 tokens per session scan A 02fe6375a84c
gitlab-setup is a command published in the GitHub repository wanadev/gitlab-mcp (2 stars, last pushed 5mo ago), licensed MIT. It adds 18 tokens to every session and 264 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
gitlab-setup compared with commands from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| gitlab-setupwanadev/gitlab-mcp | Command | 2 | 5mo ago | MIT | A | 18 | Claude Code |
| merge-conflict-analysisrjmurillo/ai-agents | Command | 49 | yesterday | MIT | A | 0 | GitHub Copilot |
| release-notesOpenHands/extensions | Command | 179 | today | MIT | A | 44 | Claude Code |
| repo-audittractorjuice/arc-kit | Command | 2.3k | yesterday | none | A | 29 | Claude Code |
| commitechoVic/blade-code | Command | 181 | 26d ago | MIT | A | 8 | Claude Code |
| propsmill/infrahub-mcp | Command | 10 | today | Apache-2.0 | A | 18 | Claude Code |
| codex-reviewoalders/kitchen-sink | Command | 5 | yesterday | MIT | A | 41 | Claude Code |