GoLogin MCP
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TDQS
Scored across 59 tools
The tools have clear purposes targeting specific resources like profiles, proxies, folders, and workspaces, but there is notable overlap in operations like multiple delete methods (delete_profile, delete_profile__id__web, delete_workspaces__wid__profiles) and update methods (patch vs. put vs. post for similar actions), which could cause confusion. Descriptions help differentiate, but the sheer number of similar-sounding tools increases ambiguity.
Naming is inconsistent with mixed conventions: some use snake_case (e.g., get_profile_v2), others use double underscores for parameters (e.g., delete_profile__id__web), and verbs vary (get, post, patch, put, delete). While there's a general pattern of verb_resource, the lack of a uniform style and the use of underscores and parameters in names make it chaotic and hard to predict.
With 59 tools, the count is excessive for the apparent domain of profile and workspace management. This many tools suggests over-fragmentation of operations, making the surface unwieldy and likely overwhelming for agents. A more consolidated set would be more appropriate for efficient use.
The tool set appears to cover the domain comprehensively, including CRUD operations for profiles, proxies, folders, workspaces, and tags, along with advanced features like fingerprint management, sharing, and AI chat. Minor gaps might exist, such as bulk operations for some resources, but overall, the surface supports core workflows without obvious dead ends.