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GitLab MCP Server 2.6.5 download

GitLab MCP server exposing the REST v4 and GraphQL APIs as tools for AI assistants.

This is an older version. The current version is 3.3.0. GitLab MCP Server 3.3.0 · Released:

Installer files 2.6.5

ArchitectureTypeScopeFile sizeDownloadSHA256
64-bit Portable — — github.com VirusTotal
ARM64 Portable — — github.com VirusTotal

Link and SHA256 come from the Windows Package Manager community manifest. Compare the hash of the downloaded file before running it.

Release notes

## Highlights

### 🧪 A fully skip-free test suite — and the two product bugs it caught

The end-to-end suite now provisions everything it needs and runs **1,453 tests with zero skips**:an ephemeral Bitbucket Data Center container backs the `import_bitbucket_server` coverage (unattended setup with Atlassian's public timebomb test license), the db-migration bookkeeping path seeds itself through the Rails console, CI catalog versions are published through a real runner pipeline, and pending-approval users are provisioned for the approve/reject flows.

Exercising every path for real immediately exposed — and fixed — two bugs mocks had been hiding:

• **`gitlab_get_catalog_resource` / `gitlab_list_catalog_resources` never worked against current GitLab**:their GraphQL queries used fields GitLab has removed (`webUrl`, `forksCount`, `readmeHtml`, `latestVersion`, …), and the validation error was misreported as *not found*. The queries and output shapes now mirror the live schema 1:1 (`web_path`, `last_30_day_usage_count`, `archived`, `topics`, `verification_level`, `visibility_level`; README and components sourced from the newest version; `semver` flattened from its object form).
• **`gitlab_group_board_list_update` could never decode a successful response**:client-go's group-level wrapper declares `[]*BoardList` while GitLab returns the single updated object. The handler issues the request directly until the upstream fix lands — contributed by this project as [client-go!2996](https://gitlab.com/gitlab-org/api/client-go/-/merge_requests/2996), accepted for the v3.0 release branch.

### 🎯 1:1 parity audit:zero findings

The group Datadog integration output now mirrors client-go's own dual shape:the canonical configuration lives in the nested `properties` object, while the flat top-level copies remain as **deprecated** conveniences (prefer `properties.*`). The change is purely additive — no consumer loses a field on any surface. With it, `make audit-1to1` reports **zero findings across every dimension** (struct input/output, action coverage, discovery metadata) for the first time in the project's history.

### ⚙️ Go 1.27 toolchain

Built with **Go 1.27.0** end to end:`go.mod`, CI, and the Docker image (`golang:1.27.0-alpine3.24`). The codebase adopts Go 1.27's promoted-fields-in-composite-literals style (enforced by the golangci-lint 2.13 baseline), and CodeQL moved from GitHub's default setup to a repository-owned workflow so security scanning keeps working the day a new Go version ships.

### 📦 GitLab client v2.58.2 — directory-structured package file names

Generic Package Registry file names may now describe a directory structure:`/` is kept as a real path separator, and empty, `.`, or `..` segments are rejected client-side before any request. `gitlab_package_publish` / `gitlab_package_download` document the contract in their schemas and return a specific, actionable hint when a name is invalid.

### 📌 Versioning policy, now written down

The server's **major version tracks client-go's major**:when client-go releases v3, this project moves to v3 in that same dependency bump — and that release removes the deprecated compatibility fields kept during the v2 cycle (the flat Datadog copies above, among others). Every other dependency update ships as a minor or patch release. Documented on the [about page](https://jmrplens.github.io/gitlab-mcp-server/about/) and in the contributor docs.

## Also in this release

• The release gate itself hardened by this release's own dry runs:the e2e db-migration seeding now picks a version the GitLab **web process** can resolve (Omnibus ships a relative `db/migrate` path that Puma, running with `cwd=/`, cannot — only the absolutely-pathed `post_migrate` directory is visible to the API), and the CI gates' test timeout was sized to the suite's real duration.
• Off-goroutine `testing.T` abort sweep completed (541 → 0 sites) with a CI gate (`cmd/audit_test_goroutines`) so they cannot return; two latent data races found by the enabled `-race` validation were fixed at the source.
• E2E action coverage at **1062/1062 (100%)**; the CE suite runs skip-free in ~11 minutes.
• Site toolchain refreshed (pnpm 11.22.0, Astro 7.2.4, Mermaid 11.17.0); TypeScript intentionally stays on 6.x until the 7.x native compiler exposes the API `astro check` needs.
• Dependencies at latest throughout; no direct dependency has a newer major available.

## Upgrading

No breaking changes. Self-update (`AUTO_UPDATE=true`, default), Homebrew (`brew upgrade gitlab-mcp-server`), winget, Docker, and the Claude Desktop `.mcpb` are all published for this tag.

**Full changelog**:[v2.6.4...v2.6.5](https://github.com/jmrplens/gitlab-mcp-server/compare/v2.6.4...v2.6.5)

https://github.com/jmrplens/gitlab-mcp-server/releases/tag/v2.6.5

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