Gitlab Ci MCP vs Git MCP Server

A side-by-side look at the Gitlab Ci MCP and Git MCP Server MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

Gitlab Ci MCP logoGitlab Ci MCPVersion Control · Local subprocess (stdio)GitLab CI/CD — pipelines, jobs, schedules, MRs, files. Works with any GitLab (SaaS or self-hosted); published on PyPI and in the MCP Registry.57GoodAuth: api key requiredGit MCP Server logoGit MCP ServerVersion Control · Local subprocess (stdio)MCP server for GitLab and GitHub53GoodAuth: not declared

Verdict: choose Gitlab Ci MCP for version control work as a local process; choose Git MCP Server for version control as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

Gitlab Ci MCP logoChoose Gitlab Ci MCP when

  • You need dedicated capabilities in the Version Control domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: API key required.
  • You have the keys it needs: GITLAB_URL, GITLAB_TOKEN, GITLAB_PROJECT_PATH, GITLAB_SSL_VERIFY, GITLAB_NO_PROXY_DOMAINS.
  • You want tools like gitlab_list_branches, gitlab_list_tags, gitlab_compare_branches.
Explore Gitlab Ci MCP

Git MCP Server logoChoose Git MCP Server when

  • You need dedicated capabilities in the Version Control domain.
  • You prefer a local stdio subprocess transport.
  • You have the keys it needs: GIT_TOKEN.
  • You want tools like get_file_contents, get_repository_tree, push_files.
Explore Git MCP Server

Feature & specification comparison

Rows where the two servers differ are marked.

SpecGitlab Ci MCP logoGitlab Ci MCPGit MCP Server logoGit MCP Server
CategoryVersion ControlVersion Control
Quality signal57/100 · Good53/100 · Good
Install commandConfirmedConfirmed
TransportLocal subprocess (stdio)Local subprocess (stdio)
AuthAPI key requiredNot declared
PricingBYOK (pay the provider)Not declared
Required env varsGITLAB_URLGITLAB_TOKENGITLAB_PROJECT_PATHGITLAB_SSL_VERIFYGITLAB_NO_PROXY_DOMAINSGIT_TOKEN
Verified ownerCommunity listingCommunity listing
GitHub stars20
Directory activity 3 views 0 installs 0 upvotes 4 views 0 installs 0 upvotes
Tools2323

Tools & capabilities

Gitlab Ci MCP tools 23

  • gitlab_list_branchesList branches of a project, optionally filtered by substring. Includes ``default``, ``protected`` and ``merged`` flags, and the short id of the tip commit with its title and date. Examples: - "List all branches with 'release' in name" → ``search='release'`` - "Next page of branches" → ``page=2`` - Don't use when you want to check if a specific branch exists by exact name — use ``gitlab_get_file`` on that ref and look at the error instead.
  • gitlab_list_tagsList tags of a project, newest first. Useful for release-note generation or checking the last shipped version. Examples: - "What was the last release tag" → default call, take the first item - "All v2.x releases" → ``search='v2.'``
  • gitlab_compare_branchesCompare two branches — returns up to 30 commits and the list of changed files. Use for "what's in ``release/x.y`` vs ``master``?" or for release-note drafting. Examples: - "What's new in release/1.5 vs master" → ``source='release/1.5'``, ``target='master'`` - Don't use to fetch full diffs of an MR — use ``gitlab_get_merge_request_changes``.
  • gitlab_list_merge_requestsList merge requests of a project, optionally filtered by state. Examples: - "What MRs are open right now" → default (state='opened') - "What merged last week" → ``state='merged'`` then filter by ``updated_at`` client-side - "Everything regardless of state" → ``state='all'`` - Don't use when you have an MR IID — use ``gitlab_get_merge_request`` for detail.
  • gitlab_get_merge_requestGet full information about a merge request by internal ID (``iid``). Includes state, branches, author, assignees, reviewers, labels, conflict status, description and timestamps. Examples: - "Show me the description and state of !42" → ``mr_iid=42`` - Don't use to see changed files — use ``gitlab_get_merge_request_changes``.
  • gitlab_get_merge_request_changesList changed files in a merge request with truncated diffs (2KB per file). Useful for code-review-style queries ("what changed in !42?"). Diffs beyond 2KB are truncated — fetch the raw file via ``gitlab_get_file`` for full content. Examples: - "What did MR !42 change" → ``mr_iid=42`` - If you need full content of a changed file, use ``gitlab_get_file`` with the MR's source branch.
  • gitlab_create_merge_requestCreate a merge request from ``source_branch`` into ``target_branch``. **Not idempotent**: creates a new MR each call. Check existing MRs first via ``gitlab_list_merge_requests`` if you want to avoid duplicates. Examples: - "Open an MR from feature/login to master" → ``source_branch='feature/login'`` - "Open a WIP MR with a label" → ``title='Draft: ...'``, ``labels=['wip']`` - Don't use to merge an already-open MR — use ``gitlab_merge_mr``.
  • gitlab_merge_mrPerform the actual merge if GitLab reports the MR can be merged. **Destructive**: writes to the target branch. Checks ``merge_status`` first and returns ``status='cannot_merge'`` if conflicts exist or pipelines are required. Examples: - "Merge !42" → ``mr_iid=42`` - Don't call without checking ``gitlab_get_merge_request`` first when you suspect conflicts.
  • gitlab_list_pipelinesList recent pipelines of a project, newest first. Use for triage ("show failed pipelines on master"), release readiness checks, or feeding pipeline IDs into follow-up calls. Read-only and idempotent. Returns ``PipelinesListOutput``: ``project``, ``count``, ``pagination`` and ``pipelines[]`` (each ``PipelineSummary``). The tool result additionally carries a markdown table in its text content. Examples: - "Show failed pipelines on master" → ``status='failed'``, ``ref='master'`` - "Last nightly schedule runs" → ``source='schedule'`` - "Second page of pipelines" → ``page=2`` - Don't use when you have a specific pipeline ID — use ``gitlab_get_pipeline`` instead.
  • gitlab_get_pipelineGet a single pipeline with full timing details. Useful right after ``gitlab_list_pipelines`` — lists only return summaries. Returns status, ref, source, durations (queued/total), and started/finished timestamps. Examples: - "Why was pipeline 123 slow" → check ``queued_duration`` and ``duration`` fields - "Is pipeline 456 still running" → look at ``status`` - Don't use to see individual jobs — use ``gitlab_get_pipeline_jobs``.
  • gitlab_get_pipeline_jobsList jobs of a pipeline with stage, status, duration and web URL. Use after noticing a failed pipeline to drill down into which specific job broke and fetch its log via ``gitlab_get_job_log``. Examples: - "What jobs are in pipeline 123" → ``pipeline_id=123`` - "Which job failed in pipeline 456" → filter result by ``status='failed'`` client-side - Don't use for overall pipeline status — use ``gitlab_get_pipeline`` instead.
  • gitlab_get_job_logFetch the trace/log of a job, with optional regex filter. Two modes: * Default: return the last ``tail`` lines (token-efficient, good for "why did this just fail?"). * With ``grep_pattern``: return only matching lines with ``grep_context`` surrounding lines on each side — ideal for finding "ERROR" / "Traceback" in megabyte-scale CI logs without pulling the whole trace into context. Examples: - "Why did job 789 fail" → default tail=100, look at the end of the log - "Show me the first stage output of job 789" → ``tail=5000`` and scan for stage separator - "Find every Traceback in job 789" → ``grep_pattern='Traceback'``, ``grep_context=5`` - "All ERROR lines from job 789" → ``grep_pattern='ERROR|FAIL'``
  • +11 more on the listing page

Git MCP Server tools 23

  • get_file_contentsGet the contents of a file or directory from a repository
  • get_repository_treeList files and directories in a repository. Use recursive=true to get full tree.
  • push_filesPush multiple files to a repository in a single commit. Supports create, update, delete, and move actions.
  • create_branchCreate a new branch in the repository. Use this before making code changes to work on a separate branch.
  • list_branchesList branches in a repository. Optionally search for specific branches.
  • list_commitsList commits in a repository. Filter by branch, path, date range, or author.
  • search_codeSearch for code in a repository. Returns matching files and lines.
  • get_issueGet details of a specific issue in a project
  • list_issuesList issues in a project with optional filters
  • create_issueCreate a new issue in a project
  • update_issueUpdate an existing issue in a project
  • get_pull_requestGet details of a pull request (merge request in GitLab)
  • +11 more on the listing page

Ready-to-paste client configs

Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.

Gitlab Ci MCP

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "mshegolev-gitlab-ci-mcp": {
      "command": "uvx",
      "args": [
        "--from",
        "gitlab-ci-mcp",
        "gitlab-ci-mcp"
      ],
      "env": {
        "GITLAB_URL": "YOUR_GITLAB_URL_HERE",
        "GITLAB_TOKEN": "YOUR_GITLAB_TOKEN_HERE",
        "GITLAB_PROJECT_PATH": "YOUR_GITLAB_PROJECT_PATH_HERE",
        "GITLAB_SSL_VERIFY": "YOUR_GITLAB_SSL_VERIFY_HERE",
        "GITLAB_NO_PROXY_DOMAINS": "YOUR_GITLAB_NO_PROXY_DOMAINS_HERE"
      }
    }
  }
}

Git MCP Server

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "git-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@raytien/git-mcp-server"
      ],
      "env": {
        "GIT_TOKEN": "YOUR_GIT_TOKEN_HERE"
      }
    }
  }
}

Frequently asked questions

Gitlab Ci MCP is categorized under Version Control and uses a local stdio subprocess. Git MCP Server belongs to Version Control and uses a local stdio subprocess. Pick Gitlab Ci MCP for version control work and Git MCP Server for version control.

Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.

Gitlab Ci MCP is bring-your-own-key: usage is billed by the API provider you supply a key for. Auth: api key required. Git MCP Server has no declared pricing — check the project's own site. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.

Yes. MCP clients support multiple servers: add mshegolev-gitlab-ci-mcp and git-mcp-server as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, Gitlab Ci MCP has a quality signal of 57/100 (Good) with 3 views, 0 installs and 2 GitHub stars. Git MCP Server has 53/100 (Good) with 4 views, 0 installs and 0 GitHub stars.