com.mcparmory/gitlab
GitLab
Is the com.mcparmory/gitlab MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-13.
Manage projects, groups, branches, merge requests, and CI/CD pipelines
alive probed 2026-11-15 · unchanged since 2026-11-13
53tools
12ktokens in Claude Opus 5.5
6.1 %of Claude's 200k window
4.9×the median server
8.4 sto initialize
373 msto list tools
- Run it
- uvx mcparmory-gitlab@1.0.3 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- GitLab 4.1.8
- Capabilities
- logging, prompts, resources, tools
- Instructions
- none
- Of a 1M window
- 1.2 % of a 1M context window
- Count
- 12k tokens in Claude Opus 5.5, exact, measured 2026-10-16. With the Claude Code prefix mcp__…__ on each tool name: 13k. The o200k_base estimate is 6.9k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/mcparmory/registry
- Registry
- active, updated 2026-05-11 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.77×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| start_bulk_migration | 731 | 412 | 6 % |
| add_kubernetes_cluster | 582 | 328 | 5 % |
| create_instance_variable | 408 | 230 | 3 % |
| update_cluster | 403 | 227 | 3 % |
| add_group_badge | 383 | 216 | 3 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- com.mcparmory/figma · alive
- com.mcparmory/files-com · alive
- com.mcparmory/firecrawl · alive
- com.mcparmory/github · alive
- com.mcparmory/globalping · alive
- com.mcparmory/google-analytics · alive
- com.mcparmory/google-drive · alive
- com.mcparmory/google-gmail · 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
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
- The server answers initialize and tools/list. Nothing to fix.