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GoLogin MCP

GoLogin MCP

Official
by gologinapp

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      A local MCP server that lets AI agents and human operators drive isolated Chromium profiles with their own cookies, fingerprints, and proxies, exposing tools for navigation, clicking, typing, extraction, screenshots, JavaScript evaluation, tabs, cookies, and waits. Because session and login state persist per profile, agents can carry out real authenticated workflows across sessions.
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    TDQS

    C2.2/5.0

    Scored across 59 tools

    Disambiguation3/5

    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 Consistency2/5

    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.

    Tool Count2/5

    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.

    Completeness4/5

    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.

    Maintenance

    ActivitySlowing
    ResponsivenessSyncing