jmrplens/gitlab-mcp-server

v2.4.0 Feature

This release adds 3 notable features for engineering teams evaluating rollout.

Published 21d MCP Developer Tools

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✓ No known CVEs patched in this version

Topics

ai-tools gitlab gitlab-api go llm mcp

+2 more

mcp-server model-context-protocol

Summary

AI summary

Updates CI, GEO, and Dependabot across a mixed release.

Full changelog

Release Notes: v2.3.0 → v2.4.0

Features

#211 — Adopted client-go v2.45.0: added security scan profile GraphQL tools and the user auditor field
#201 — Adopted client-go v2.44.0: mirrored RenewApplicationSecret as gitlab_renew_application_secret
#200 — Added claude mcp add one-command install, with install-first README, docs, site and assets
#210 — Improved the site for AI search (GEO): structured schema, visible authorship, sitemap lastmod

Improvements

#213 — Optimized production hot paths: gitlab_find_action search 7.5× faster on long queries (4.85s → 0.65s CPU) and per-token MCP server registration 3.7× faster (1.25s → 0.34s) via precomputed search word forms and a compiled-schema cache; unit-test suite CPU cut 51% (690s → 337s) with shared pure fixtures; coverage of internal/ raised to 99.74% (wizard and prompts at 100%)
#212 — Reduced SonarCloud duplicated lines by extracting shared canonical shapes and helpers into toolutil (member/board/user/PAT shapes, discussion guidance, GraphQL note mutations, upload file sources), with documented CPD exclusions for the genuinely irreducible cases; restored and guarded the 1:1 struct-audit pair coverage (TestBuildReport_AuditedPairFloors)
#199 — Consolidated developer command-line utilities (26 → 20) with hardening

Documentation

#203 — Reorganized docs/ audience-first with the Diátaxis framework and overhauled the Astro site (quality, SEO, GEO)
#209 — Polished GEO details: TechArticle entity link, Person image, security lead-with-answer
#206 — Added a headless AI-assistant install recipe to llms.txt (+ README pointer)
#204 — Fixed the llms.txt 404, added per-page schema and a homepage FAQ

CI

#205 / #207 / #208 — Submitted deployed URLs to IndexNow, made it non-fatal on GitHub Pages project sites, and pointed keyLocation at the domain root (fixed 403)
#195 / #196 / #197 — Added the auto-assign workflow and skipped self-assignment and Dependabot PRs

Dependencies

#214 — Patch updates: Go TUI stack (bubbles 2.1.1, bubbletea 2.0.8, lipgloss 2.0.5) and gopsutil 4.26.6; site astro 7.0.6, @astrojs/starlight 0.41.3, sharp 0.35.3, html-validate 11.5.5; all GitHub Actions audited as already current
#202 — Updated Go and pnpm dependencies
#198 — Bumped the npm minor/patch group in /site (Dependabot)

Full diff: https://github.com/jmrplens/gitlab-mcp-server/compare/v2.3.0...v2.4.0
Contributors: @jmrplens, @dependabot
Commits: 21 | Pull Requests: 19 | Files Changed: 457 (+19,156 / −6,704)

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About jmrplens/gitlab-mcp-server

Complete GitLab REST API v4 coverage with 1006 MCP tools across 162 domains, 42 meta-tools, 24 resources, and 38 prompts. Cross-platform Go binary with stdio and HTTP transports, OAuth support, auto-update, read-only and safe modes.

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