litellm-mcp
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TDQS
Scored across 6 tools
The tools are separated into clear action categories (read/write/delete/execute/admin/version), which largely avoids confusion. However, litellm_delete and litellm_execute both involve cache deletion, and litellm_admin overlaps with litellm_write for user updates, creating minor boundary ambiguity.
All tools share the consistent 'litellm_' prefix plus a descriptive word, forming a predictable pattern. The pattern is slightly broken by 'litellm_admin' and 'litellm_version', which use nouns rather than verbs, but this is a minor deviation.
Six tools is a well-scoped count for a proxy management server. Each tool represents a broad but coherent category of operations, making the surface area manageable for an agent without being too thin or bloated.
The tool set covers version/health, read-only queries, create/update, delete, reversible actions, and global admin operations. This provides comprehensive lifecycle coverage for LiteLLM resources with no obvious dead ends.