jmrplens/gitlab-mcp-server

v2.0.5 Feature

This release adds 2 notable features for engineering teams evaluating rollout.

Published 12d 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

Affected surfaces

auth deps

ReleasePort's take

Light signal

editorial:auto 12d

ReleasePort Layer 1 v2.0.5 adds project service‑account exposure and several e2e test improvements.

Why it matters: Exposes project service accounts for tighter analysis; bugfixes stabilize Docker runner bootstrap, enable root OAuth readiness waiting, and allow password‑less root token bootstrapping in tests. Plan to adopt the new authentication flow before next sprint.

Summary

AI summary

Updates @jmrplens, 🐛 Bug Fixes, and e2e across a mixed release.

Changes in this release

Type	Severity	Summary	CVE
Feature	Medium	Exposes project service accounts and tightens analysis. Exposes project service accounts and tightens analysis. Source: llm_adapter@2026-05-22 Confidence: high	—
Bugfix
Bugfix	Medium	Bootstrap root token without password grant for e2e tests. Bootstrap root token without password grant for e2e tests. Source: llm_adapter@2026-05-22 Confidence: high	—
Bugfix	Medium	Stabilizes Docker runner bootstrap in e2e tests. Stabilizes Docker runner bootstrap in e2e tests. Source: llm_adapter@2026-05-22 Confidence: high	—
Bugfix	Medium	Waits for root OAuth readiness in e2e tests. Waits for root OAuth readiness in e2e tests. Source: llm_adapter@2026-05-22 Confidence: high	—
Other
Other	Medium	Aligns AI customizations with current architecture documentation. Aligns AI customizations with current architecture documentation. Source: llm_adapter@2026-05-22 Confidence: low	—
Other	Medium	Completes global documentation audit. Completes global documentation audit. Source: llm_adapter@2026-05-22 Confidence: low	—
Other	Medium	Updates manifests for v2.0.3 release. Updates manifests for v2.0.3 release. Source: llm_adapter@2026-05-22 Confidence: low	—
Other	Medium	Updates client-go to v2.30.0 and expands Orbit tools. Updates client-go to v2.30.0 and expands Orbit tools. Source: llm_adapter@2026-05-22 Confidence: low	—

Full changelog

Changelog

✨ Features

0f2a16c6c881b63f3d547530db1f73fbdd7445e7: feat: expose project service accounts and tighten analysis (@jmrplens)

🐛 Bug Fixes

5ebe87ec4327ed5ba7a4f51aa6aeb67cb408ff75: fix(e2e): bootstrap root token without password grant (@jmrplens)
410a0a57a2abc21c272ef2f96731e050ffa8b1ad: fix(e2e): stabilize Docker runner bootstrap (@jmrplens)
f2b6552ecc2afc4f4836b965f9442513854e7c02: fix(e2e): wait for root OAuth readiness (@jmrplens)

📚 Documentation

8ff955f8922041a6d54c4a1f8705c14df6fb998d: docs: align AI customizations with current architecture (@jmrplens)
210d5acf25e9deb326bb7d865c43d554aa6e6d01: docs: complete global documentation audit (@jmrplens)

🚧 Maintenance

493a7f6d236fcd9e6c17910e45d1dce27aacc8b6: Update client-go to v2.30.0 and expand Orbit tools (@jmrplens)
cc8f136ea5c8a7d30b222d555f21bbc75d8f2e2c: chore: update manifests for v2.0.3 (@jmrplens)

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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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