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.
npx agentmods add instructions/sgaunet/gitlab-mcp/claude-mdgit clone --depth 1 https://github.com/sgaunet/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/instructions/sgaunet/gitlab-mcp/claude-md)<a href="https://agentmods.dev/instructions/sgaunet/gitlab-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/sgaunet/gitlab-mcp/claude-md.svg" alt="Measured on agentmods" 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 | $0.05221 | $0.05221 |
| Opus 5 | $0.02610 | $0.02610 |
| Sonnet 5 | $0.01044 | $0.01044 |
| Haiku 4.5 | $0.00522 | $0.00522 |
Grade A, and why
gitlab-mcp CLAUDE.md 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 4d 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.
How it starts
The opening of the file, as written. The whole thing — 559 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
Project Overview
This is a Model Context Protocol (MCP) server that provides GitLab integration tools for Claude Code. It's implemented as a Go application that communicates via JSON-RPC 2.0 over stdin/stdout, providing tools for GitLab project management:
list_issues: Lists issues for a GitLab project using project path with filtering optionscreate_issues: Creates new issues with title, description, labels (validated), and assigneesupdate_issues: Updates existing issues (title, description, state, labels (validated), assignees)list_labels: Lists project labels with optional filtering and countsadd_issue_note: Adds notes/comments to existing issueslist_group_projects: Lists all projects of a GitLab group recursively (all subgroups included) with id, name, namespaced path, description and topicsget_project_description: Gets the current description of a GitLab projectupdate_project_description: Updates the description of a GitLab projectget_project_topics: Gets the current topics/tags of a GitLab projectupdate_project_topics: Updates the topics/tags of a GitLab project (replaces all existing topics)list_epics: Lists epics for a GitLab group (Premium/Ultimate tier)create_epic: Creates new epics in a GitLab group with title, description, labels (validated), dates, and confidentiality (Premium/Ultimate tier)get_latest_pipeline: Gets the latest pipeline for a GitLab project with optional ref (branch/tag) filteringlist_pipeline_jobs: Lists all jobs for a GitLab pipeline with filtering options (status, stage)get_job_log: Retrieves complete log output for a specific CI/CD job with job metadatadownload_job_trace: Downloads CI/CD job logs to local files for offline analysis and archivinglist_merge_requests: Lists merge requests for a GitLab project with filtering options (state, labels, author, search)create_merge_request: Creates a new merge request with title, source/target branches, description, labels, assignees, and reviewersget_merge_request: Gets details of a specific merge request by IIDupdate_merge_request: Updates an existing merge request (title, description, state, labels, assignees, reviewers)merge_merge_request: Merges an approved merge request with squash and remove-source-branch optionsget_merge_request_diff: Gets the unified diff for a merge request showing actual code changes per fileapprove_merge_request: Approves a merge request with optional SHA verificationadd_merge_request_note: Adds a comment/note to a merge request
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.
- 4d ago First seen · 559 lines · 5,221 tokens per session scan A 093bebf80901
gitlab-mcp CLAUDE.md is an instructions file published in the GitHub repository sgaunet/gitlab-mcp (4 stars, last pushed 1mo ago), licensed MIT. It adds 5,221 tokens to every session, about $0.0261 per session on Opus 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.
Other instructions, from other repositories
fli CLAUDE.md
Instructions for punitarani/fli, covering claude.md, project overview, development commands, core development tasks and install dependencies.
fli AGENTS.md
Instructions for punitarani/fli, covering agents.md, cursor cloud specific instructions, development commands, testing caveats and releasing.
anytype-mcp CLAUDE.md
Instructions for anyproto/anytype-mcp, covering claude.md, common commands, development, testing and code quality.
apitap CLAUDE.md
Instructions for n1byn1kt/apitap, covering claude.md, using apitap as an mcp tool, commands, architecture and module map.
apitap copilot-instructions.md
Instructions for n1byn1kt/apitap, covering copilot instructions for apitap, build and test commands, high-level architecture and key repository conventions.
StitchAPI CLAUDE.md
Claude Code instructions for rejifald/StitchAPI, covering stitchapi — working agreement for claude, edit in a fresh worktree off main, nodemodules in a fresh worktree and using the stitchapi docs mcp.