io.github.mmedum/gitlab-mcp
gitlab-mcp
Is the io.github.mmedum/gitlab-mcp MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-07.
GitLab over MCP from your own account: issues, merge requests, reviews, the repository and CI.
alive probed 2026-11-14 · unchanged since 2026-11-07
- Bundle
- https://github.com/mmedum/gitlab-mcp/releases/download/v4.3.0/gitlab-mcp_4.3.0.mcpb (MCPB, for a client that installs bundles; probed in a container with the network off)
- Host
- github.com
- Reports itself as
- gitlab-mcp v4.3.0
- Capabilities
- logging, resources, tools
- Instructions
- 4 250 characters
- Of a 1M window
- 3.5 % of a 1M context window
- Count
- 35k tokens in Claude Opus 5.5, exact, measured 2026-11-07. With the Claude Code prefix mcp__…__ on each tool name: 36k. The o200k_base estimate is 22k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/mmedum/gitlab-mcp
- Website
- https://github.com/mmedum/gitlab-mcp#readme
- Registry
- active, updated 2026-11-04 · registry entry
- Changes
- 4 recorded, reachable in 4 of them. A row is added when the result, the tool count or the cost changes.
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.57×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| update_merge_request | 1 248 | 796 | 4 % |
| search_merge_requests | 1 120 | 714 | 3 % |
| update_issue | 1 084 | 691 | 3 % |
| track_time | 1 038 | 662 | 3 % |
| search_issues | 980 | 625 | 3 % |
Compare this server with others.
More servers
Other registry entries on github.com, the ones next to this name; all of them.
- PLwC Personal io.github.mhoedt-ai/plwc-gateway · crashed on start
- gadak io.github.midagedev/gadak · crashed on start
- ContextDB Memory io.github.mikhailbovt/contextdb-memory · not found
- Favro io.github.mmedum/favro-mcp · needs network
- io.github.mmedum/google-calendar-mcp · alive
- io.github.mmedum/google-chat-mcp · alive
- io.github.mmedum/google-docs-mcp · alive
- Google Drive io.github.mmedum/google-drive-mcp · alive
Servers that mention gitlab.
- com.gitlab/mcp · needs auth
- GitLab MCP Server io.github.jmrplens/gitlab-mcp-server · needs auth
- Gitlab io.github.pipeworx-io/gitlab · alive
- Gitlab Public io.github.pipeworx-io/gitlab-public · alive
- io.github.vaggeliskls/release-notes-mcp · crashed on start
- Remogram io.github.attebury/remogram · alive
- io.github.mrfentmen/appveyor-mcp · alive
- GitLab io.github.vish288/mcp-gitlab · needs args
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-11-07 07:53 | alive | 135 ms | 66 | 35k | 22k |
| 2026-11-05 08:38 | alive | 159 ms | 66 | 35k | 22k |
| 2026-10-29 07:47 | alive | 149 ms | 66 | 35k | 22k |
| 2026-10-26 07:03 | alive | 144 ms | 66 | 35k | 22k |
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- This server is in the heaviest 10 % of the registry. Shorter descriptions, fewer optional parameters and fewer tools cut the cost. The command npx mcpcost --url <endpoint> --tools 50 lists every tool with its cost.