run402-mcp
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Scored across 198 tools
With 198 tools, many have overlapping or confusingly similar purposes. For example, status, service_status, tier_status, and get_operator_status all sound similar despite different scopes, and a large number of deploy_*, project_*, and notification_* tools create high ambiguity. The detailed descriptions help, but the sheer volume and close names make misselection likely.
Naming conventions are inconsistent: some tools use verb_first (list_projects, create_org), others use noun_first (assets_put, jobs_submit, domains_get), and there are one-off names like init, status, and whoami. Prefixes like mailbox_ and contract_ are not used uniformly across related tools (e.g., create_mailbox vs list_mailboxes vs get_mailbox). This mixed style reduces predictability.
198 tools is an extreme mismatch for any MCP server scope, far exceeding the typical 3-15 well-scoped tools. Even for a comprehensive platform like Run402, this count is overwhelming and impractical for an agent to navigate effectively. The set could be consolidated or split into focused servers.
The tool set is remarkably comprehensive, covering project lifecycle, deployments, functions, storage, auth, email, billing, notifications, and more. There are minor gaps, such as no direct tool to list/delete project auth users and no organization deletion operation, but the overall surface covers the domain thoroughly.