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Gitlab MCP Server

by jmrplens
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Shareable, User-Owned Context BackendPeople, applications, and agents read, write, and coordinate together in one context lake. Reach it over MCP, a CLI, a Python SDK, or REST.fulcradynamics.comAd

TDQS

A4.4/5.0

Scored across 2 tools

Disambiguation5/5

The two tools have clearly distinct roles: gitlab_find_action is read-only catalog search, while gitlab_execute_action performs an action. There is no ambiguity about which tool to use, and the descriptions explicitly state when to use each.

Naming Consistency5/5

Both names follow the same gitlab_<verb>_action pattern, using consistent snake_case and predictable verbs (find, execute). The convention is immediately clear across the set.

Tool Count4/5

Two tools is thin in absolute terms, but here they act as a deliberate gateway exposing a large GitLab action catalog. The meta-tool pattern keeps the surface small and well-scoped rather than being an underbuilt server.

Completeness4/5

The execute tool can run any canonical catalog action, and the find tool supports discovery with schemas and hints, so the surface is broad and lifecycle coverage depends on the catalog. Minor gaps may exist if the catalog is incomplete, but destructive-action confirmation and discovery are handled.

Maintenance

ActivityActive
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