Wraps the GitLab REST API v4 for public endpoints, allowing access to GitLab data without authentication.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@mcp-gitlab-public search GitLab for projects about machine learning"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
GitLab Public MCP — wraps the GitLab REST API v4 (public endpoints, no auth)
Part of Pipeworx — an MCP gateway connecting AI agents to 1476+ live data sources.
Tool | Description |
| Search public GitLab projects by keyword, sorted by popularity. Returns project ID, name, description, star count, fork count, open issues, and web URL. |
| Get full details for a public GitLab project by ID or path (e.g., "gitlab-org%2Fgitlab"). Returns name, description, stars, forks, default branch, topics, and last activity date. |
| Search issues across public GitLab projects by keyword. Returns issue title, state, author, labels, project ID, and direct URL. |
Related MCP server: GitLab MCP Server
Add to your MCP client (Claude Desktop, Cursor, Windsurf, etc.):
{
"mcpServers": {
"gitlab-public": {
"url": "https://gateway.pipeworx.io/gitlab-public/mcp"
}
}
}tools/list at https://gateway.pipeworx.io/gitlab-public/mcp returns the tools in the table
above plus the shared Pipeworx meta-tools — ask_pipeworx,
discover_tools, search_within, remember/recall and the rest of the
gateway-wide set. So the tool count you see is larger than this table: a
single-pack endpoint currently lists roughly 30 shared tools alongside the
pack's own. The connection's initialize response states its exact scope, and
is the authoritative answer for a given day.
This is deliberate, not multiplexing by accident. The meta-tools are what let a
scoped connection answer a question this pack does not cover — via
ask_pipeworx, which routes across the whole catalog — without you adding a
second MCP server. There is currently no way to mount a pack endpoint without
them; if the extra schemas cost you more context than the routing is worth,
connect to the full gateway once rather than to several pack endpoints.
Or connect to the full Pipeworx gateway to get every pack's tools listed directly, instead of just this one's:
{
"mcpServers": {
"pipeworx": {
"url": "https://gateway.pipeworx.io/mcp"
}
}
}Both URLs reach the same gateway and the same 1476+ data sources. The
only difference is which pack's tools are listed directly; ask_pipeworx
reaches all of them from either one.
Instead of calling tools directly, you can ask questions in plain English — this works on the pack endpoint above as well as on the full gateway:
ask_pipeworx({ question: "your question about Gitlab Public data" })The gateway picks the right tool and fills the arguments automatically.
MIT
Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.
No tool schema history has been recorded yet.
This server cannot be installed
Unclaimed servers have limited discoverability.
If you are the server author, to access and configure the admin panel.
GitLab MCP — wraps the GitLab REST API v4 (BYO API key)
Code intelligence for LLMs. Analyze, search, and retrieve code from any public git repository.
GitHub MCP — wraps the GitHub public REST API (no auth required for public endpoints)
Go MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier.
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curl -X GET 'https://glama.ai/api/mcp/v1/servers/pipeworx-io/mcp-gitlab-public'
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